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Location: Pakistan Urdu AI Product Evaluator 🎯 The Project Productive Playhouse is building a talent pool of Urdu speakers for an upcoming project testing and evaluating leading AI chatbots. The objective is to enhance response quality through direct user interaction with the various AI models. Open to freelancers based outside the U.S. This is more than one job. Apply once, and we'll keep you in mind for this project — and future ones that need your language skills. The Details We’re looking for independent contractor engagement (task-based - project-based). Pay Rate: $9.00 USD per hour You choose which tasks to take, set your own hours, and are free to work with other clients any time. You can stay flexible as the project evolves. This is an iterative project, work arrives in batches (there may be pauses between them). What You’ll Do As an AI Evaluator, you'll play a critical role in shaping and improving the next generation of Generative AI. You'll participate in structured, hands-on evaluations by interacting directly with various AI models to assess their capabilities, safety, and helpfulness. Your insights and data will directly inform model development and optimization. Exact tasks vary by project and will be spelled out in that project's Statement of Work (SOW) before you start. Depending on the role, your work may include: Testing and evaluating AI chatbots or language models through structured conversations, using assigned goals and prompts. Voice-based interactions with AI models — for projects that involve this, sessions are recorded, and audio may be shared with the client as part of the evaluation deliverable. Submitting deliverables (write-ups, ratings, screenshots, or recordings) in the format each task specifies. ✅ What We're Looking For Native or expert-level fluency in Urdu, as spoken in Pakistan Strong English reading, writing, and communication skills - assessment maybe required 18 years of age or older Hands-on experience using AI models or large language models Comfortable with both written and voice-based conversation — and good at asking sharp follow-ups Your own smartphone, computer, reliable internet, and comfort with web-based tools Able to pass a language proficiency and technical literacy assessment Responsive communicator — quick replies move you through onboarding faster Able to start within 48 hours Why PPH? 🌍 🌍 Your language skills are the whole point — and this project pays for them ⚡ Apply once, get contacted directly when a spot opens — no chasing 🏠 Work from anywhere, on your own schedule, alongside any other work you do 🤝 Clear task specs, no ongoing oversight, no micromanagement 💼 Real project experience with a global data and language services company ✨ Work that actually improves how AI understands your language About Productive Playhouse We started by teaching kids through award-winning programming. We grew into a global data and language services company trusted by clients worldwide. But the mission never changed: keep language alive. Transcription, translation, localization, linguistic analysis, AI evaluation — it all comes back to preserving languages and the cultures they carry. All engagements are contingent upon successful completion of identity verification. Productive Playhouse is an equal opportunity organization headquartered in California and committed to diversity and inclusion across our global workforce. We welcome applicants of all backgrounds and abilities, regardless of location or engagement type. For accommodations or inquiries, please contact HR.

Location: Los Angeles, CA, United States WE ARE HIRING EXPERIENCED INTERPRETERS PER MINUTE!!! LANGUAGE: URDU Requirements: 90% English proficiency Steady wired internet connection USB Wired headset Windows 10 or MacOS WHAT WE OFFER YOU: Fully remote position with a clear schedule Full-time or part-time position Immediate availability to start working after onboarding Monthly payments Per minute or fixed Rate. YOUR RESPONSIBILITIES: Answer calls professionally, acting according to the Interpreter’s code of conduct. Be aware of the specific vocabulary of the industry the interpreter works with (healthcare and medical one, specifically). Go into internal professional training. Communicate and report to your team leader. YOUR BACKGROUND AND EXPERIENCE: Proficiency/Bilingual/Native level of English and target language. 1+ years of interpreting experience (Desirable). High emotional intelligence and tolerance of diverse cultures. High level of communication, listening, note-taking, and memory retention skills. WHAT WE OFFER YOU: Fully remote position with a clear schedule Full-time or part-time position Immediate availability to start working after onboarding Internal training

Location: Pakistan Are you a skilled interpreter looking for a rewarding role where your voice makes a difference? We are seeking talented individuals proficient in Urdu and English to join our global network. If you are passionate about cultural exchange and committed to professional excellence, we want to hear from you! This is a Home-Based position offering full flexibility. The Role: As a Professional Interpreter, you will facilitate vital communication between Urdu and English speakers. You will process information with speed and precision, ensuring every message is delivered with professional accuracy. You will be a key partner in bridging language gaps in high-stakes environments, specifically within the healthcare sector. What we look for: Fluency: Full proficiency in both English and Urdu. Experience: 3+ years of interpretation experience is required. Skills: Exceptional listening, memory retention, and note-taking abilities. Precision: Ability to render concepts and meanings accurately, following established protocols without omissions. Cultural Insight: Skill in explaining cultural nuances to ensure clear communication. Technical Requirements: 90% English proficiency Steady wired internet connection USB wired headset Windows 10 or Mac What we offer you: Work from Home: Enjoy the comfort and safety of your own office. Stability: Secure a long-term contractor position. Rapid Start: Immediate availability to begin after a streamlined onboarding. Reliable Earnings: Guaranteed monthly payments. Your responsibilities: Answer calls professionally, acting according to the interpreter’s code of conduct Be aware of the specific vocabulary of the industry the interpreter works with (healthcare and medical, specifically) Go into internal professional training Communicate and report to your team leader *Based on your location, language testing and background check may be required* Join us and become part of a dynamic team that values your skills. Apply today and start making a difference in the world of interpretation!

Location: Dubai, United Arab Emirates; Abu Dhabi, United Arab Emirates; Fujairah, United Arab Emirates; Sharjah, United Arab Emirates; Ajman, United Arab Emirates; Ras Al-Khaimah, United Arab Emirates Apt Resources is seeking a reliable and hardworking Warehouse Assistant & Delivery Driver to join a company specializing in automotive performance parts, motorsport equipment, and automotive electronics in Dubai, UAE. The successful candidate will be responsible for supporting daily warehouse operations, organizing automotive parts and equipment, preparing orders, and handling deliveries to customers and other designated locations. The ideal candidate should be flexible, physically fit, and capable of assisting with both warehouse duties and delivery-related tasks. Key Responsibilities: Assist with receiving, organizing, storing, and handling automotive parts, motorsport equipment, and related products. Maintain proper organization of warehouse stock and ensure items are stored safely. Prepare, pack, load, and unload goods for customer deliveries. Deliver automotive parts and equipment to customers and designated locations as required. Assist with basic inventory checks and stock control. Keep the warehouse clean, organized, and well-maintained. Support general warehouse operations and other duties as assigned. Requirements Previous experience in warehouse operations, storekeeping, delivery, or parts handling is an advantage. Ability to speak and understand Urdu is essential. Basic communication skills and a willingness to learn. A valid UAE driving license is preferred but not mandatory. Experience driving manual transmission vehicles is an advantage. Basic educational background is preferred. Must be reliable, hardworking, and willing to handle both warehouse and delivery responsibilities. Experience handling automotive spare parts, performance parts, or motorsport equipment will be an advantage. Benefits As per market standards based on experience

Location: India You will be a practitioner on our telehealth platform 'Intellect', where your role is to support our clients' mental health and personal growth based on the individual needs and goals. This is delivered primarily through scheduled 30-minute video sessions on our platform. This is a freelance remote role with the flexibility to decide your business hours. Local candidates are preferred but others can still be considered. This role is a great opportunity to supplement your current job or private practice. We're seeking to partner with International Coaching Federation (ICF) Coaches, Clinical Psychologists, and counsellors to be part of a community working collaboratively to bring greater mental health access to the public to provide mental health coaching. What You'll Do Provide 1-on-1 telehealth professional or mental health coaching for Intellect’s clients Focus on sub-clinical cases such as work stress, procrastination, work-life balance etc. Support your clients in setting up either person or career goals, relationships, etc Collaboratively work with the internal clinical team by suggesting improvements to the program and the platform. Requirements Has an active International Coaching Federation Certification OR a Master / Postgraduate Diploma training in Counselling / Clinical Psychology Skilled in coaching techniques and/or evidence-based approaches (e.g. Cognitive Behavioural Therapy, Motivational Interviewing, DBT, SFBT, etc.) ICF Coaches must have at least 200 coaching hours Counsellors and Clinical Psychologists must have at least 300 clinical hours post graduation Candidate must be proficient in English and Urdu Candidates with prior experience in EAP, counselling working adults or coaching managerial roles are prioritized

Location: Barcelona, Spain; Tokyo, Japan; Portland, OR Workplace: onsite About Welocalize  Welocalize, a Welo Global brand, serves localization teams through AI-enabled multilingual content solutions that enable enterprises to operate and scale globally. Welocalize combines AI, automation, and human expertise to support enterprises in more than 300 languages, enabling accurate, culturally aligned, and compliant multilingual content at scale.   Welocalize’s Opal Platform comprises patented technology designed to automate multilingual content and improve workflow performance for enterprises. Opal functions as an agentic system that orchestrates AI, automation, and human expertise to coordinate content workflows across the lifecycle, improving speed, scalability, and operational control for global enterprises. These solutions operate within a secure and compliant environment supported by seven ISO certifications. Welocalize is headquartered in New York with offices worldwide. welocalize.com  ROLE OVERVIEW  Welocalize is looking for a native-level Urdu (Romanized) speaker to join a confidential, large-scale AI and consumer technology programme for a major global technology and communications client.  It's a hands-on, on-site role that combines two things: evaluating a pre-release AI model in your language, and testing how the product actually performs on a client-supplied device — a smartphone and a next-generation smart glass. If you enjoy noticing the detail other people miss, this is work you'll find satisfying.  Welocalize is looking for a native-level Urdu (Romanized) speaker to join a large-scale AI and consumer technology programme.  It's a hands-on, on-site role that combines two things: evaluating a pre-release AI model in your language, and testing how it performs on a real device. You'll be among the first people to see this technology in Urdu (Romanized), and your judgement shapes how well it works before anyone else uses it.  If you enjoy noticing the detail other people miss, this is work you'll find satisfying.    MAIN RESPONSIBILITIES  Review pre-release AI model output in Urdu (Romanized) and judge it on accuracy, naturalness, appropriateness, and overall quality — would a native speaker really say it this way? This includes fact-checking each response against the source material.

Location: Barcelona, Spain; Tokyo, Japan; Portland, OR Workplace: onsite About Welocalize  Welocalize, a Welo Global brand, serves localization teams through AI-enabled multilingual content solutions that enable enterprises to operate and scale globally. Welocalize combines AI, automation, and human expertise to support enterprises in more than 300 languages, enabling accurate, culturally aligned, and compliant multilingual content at scale.   Welocalize’s Opal Platform comprises patented technology designed to automate multilingual content and improve workflow performance for enterprises. Opal functions as an agentic system that orchestrates AI, automation, and human expertise to coordinate content workflows across the lifecycle, improving speed, scalability, and operational control for global enterprises. These solutions operate within a secure and compliant environment supported by seven ISO certifications. Welocalize is headquartered in New York with offices worldwide. welocalize.com  ROLE OVERVIEW  Welocalize is looking for a native-level Urdu speaker to join a confidential, large-scale AI and consumer technology programme for a major global technology and communications client.  It's a hands-on, on-site role that combines two things: evaluating a pre-release AI model in your language, and testing how the product actually performs on a client-supplied device — a smartphone and a next-generation smart glass. If you enjoy noticing the detail other people miss, this is work you'll find satisfying.  Welocalize is looking for a native-level Urdu speaker to join a large-scale AI and consumer technology programme.  It's a hands-on, on-site role that combines two things: evaluating a pre-release AI model in your language, and testing how it performs on a real device. You'll be among the first people to see this technology in Urdu, and your judgement shapes how well it works before anyone else uses it.  If you enjoy noticing the detail other people miss, this is work you'll find satisfying.    MAIN RESPONSIBILITIES  Review pre-release AI model output in Urdu and judge it on accuracy, naturalness, appropriateness, and overall quality — would a native speaker really say it this way? This includes fact-checking each response against the source material.

Location: Remote, Worldwide; Remote Workplace: remote We are seeking an experienced and highly skilled Language Expert – Urdu (Pakistan) to join our team. The ideal candidate will possess a strong linguistic background, expertise in the Urdu-Pakistan language, and the ability to lead projects with a focus on quality and efficiency. The Language expert will oversee linguistic tasks, manage quality assurance, and provide mentorship to linguists while ensuring the delivery of high-quality language services. The applicant should be native Pakistani National who understands the Language in-depth, knows the cultural nuances of the language and have excellent command over English-US, both verbal and written. Responsibility Here is a non-exhaustive list of main tasks for this role: Linguistic tasks : Perform LQA reviews , adhering to quality guidelines and production timelines. Handle arbitrations and drive linguistic consensus for optimal results. Perform glossary and TM updates within Smartling environment, following the guidelines provided by the quality team. Handle Client review (from non-linguists) feedback exchange and implementation. Process linguistic feedback from QA testing and implement changes as needed. Provide linguistic and cultural consultation as requested by the client. Quality Management tasks : Liaise with Language Specialist and translation teams (via emails & meetings) to share constructive feedback and drive overall language quality improvement . Liaise with client stakeholders (via emails & meetings) to discuss linguistic matters and offer consultation in a clear & well-substantiated manner. Maintain reference materials , training documentation and meeting notes . Answer linguistic queries adhering to outlined query management processes. Proactively monitor language quality performance via LQA report, take action to address issues in a timely manner, and flag quality risks to the quality team. Work on internal and external RCAs and QIPs , as instructed by the quality team. Proactively assess and suggest asset improvements , considering their impact on end users as well as the associated effort (time & cost). Critically prioritize and track QM tasks based on urgency, impact and client needs, adhering to relevant guidelines and designated time allocation. Education, Skills and Experience Education: A Bachelor’s degree in Linguistics, Translation Studies, Language Arts, or a related field. Experience: Minimum 5 years of professional experience in translation, localization, or linguistic services. At least 2 years of experience as a Language Lead or in a Senior Linguist position. Language Skills: Native or near-native proficiency in Urdu-Pakistan, with excellent command of English (additional language proficiency is a plus). Technical Skills: Familiarity with translation and localization tools (e.g., CAT tools, TMS systems). Strong knowledge of linguistic quality assurance processes. Soft Skills: Exceptional attention to detail and problem-solving skills. Excellent communication and leadership abilities. Ability to work collaboratively in a multicultural environment. Preferred Qualifications: Experience working in the localization/translation industry for global Music Service provider. Knowledge of Pakistani cultural and regional linguistic nuances. Certification in translation or localization tools is an advantage. Must: The candidate must be flexible to work on any type of content (Including sensitive content), music, video, genre, domain etc.

Location: Islamabad, Pakistan; Remote, Worldwide; Remote - Europe Workplace: remote Welo Data, part of Welocalize, is a global AI data company with 500,000+ contributors delivering high-quality, ethical data to train the world’s most advanced AI systems. We’re building smarter, more human AI with a diverse community in 100+ countries. At Welo Data, Limitless AI. Limitless You. isn’t just a slogan—it’s our promise. We build smarter AI through the power of human contribution, offering limitless opportunities for our global community to grow, contribute, and work on their terms. Are you detail-oriented and curious about tech?   Welo Data is building a global network of linguists, language enthusiasts, and culturally aware contributors to shape safer, smarter AI.   By joining our talent community, you’ll be first in line for flexible, remote projects in annotation, evaluation, and prompt creation—always on your terms.   Note: This is not an active job opening. By applying, you’ll join our global contributor network. When a project aligns with your skills and availability, we’ll reach out with all the details, including scope, timeline, and compensation.   What You’ll Need - Native or near-native fluency in Urdu - Based in: India, Qatar - English proficiency - Comfortable with digital tools - Detail-oriented and curious   Why Join Us? 🚀 Limitless You – Work when and where you want, with room to grow 🤖 Limitless AI – Contribute to smarter, more inclusive AI 🌎 Be Part of Us – Join a global, supportive community   About our projects: Welo Data projects vary by scope and complexity, but all play a role in building more accurate, inclusive, and human-centered AI. Depending on your skills, you might: 📝 Annotate or label text, images, or audio to train AI systems 🔍 Evaluate search results, ads, or chatbot responses for quality and relevance 💬 Create and test prompts to improve large language models (LLMs) 🌍 Ensure content reflects cultural, linguistic, or industry-specific accuracy Some projects last a few days; others may extend over several weeks. Before each one, you’ll receive clear details on tasks, timelines, and compensation, so you can decide what works best for you.   How to Apply? Click the “Apply” button on our website to fill out a short form and join our talent database. It only takes a few minutes to get started and become part of our growing community.   📬 Questions? If you have any questions about the process, feel free to contact us at TalentRequests@welocalize.com.

Location: India Workplace: remote Welo Data is an award-winning localization and data transformation company. We run one of the world’s largest Ads Rating Programs and we want you to join!    As an Ads Quality Rater, you will review and grade internet advertisements to help shape how ads are delivered to the end users. In other words, you’ll tell the AI program how good or bad its advertisement suggestions are based on the user’s keywords.   You will review ads in both English and Urdu   This role is great for people who:    - Surf the internet daily  - Use major search engines frequently  - Know what people want based on a few keywords  - Enjoy researching topics online - Want a flexible and fun side job   Project Details     Job Title: Ads Quality Rater Pay Rate: Based on tasks (approximately $2.4 per hour) Location: Remote/work from home - must be based in India Hours: Set your schedule based on the following – Minimum commitment is 5 hours per week. You can choose to work up to 20 hours per week. Start Date: ASAP Employment Type: Independent Contractor/Freelance/Self-Employed  Project Duration: Long-term   Note: - Even though the position is WFH, you must reside in the country that is noted in this description. This will be automatically checked during the hiring process.   Recruitment Process   - There is no formal interview for this job! No phone calls, no waiting, and no wasting time wondering whether you got the job or not.   - Instead, you will be guided through a self-paced and automated recruitment process.   IMPORTANT NOTE: Welo Data uses numerous identity checks to ensure that everyone who makes the team is real, qualified, and ready to work. To avoid any misunderstandings, do not use IP masking programs (such as VPNs). Experience & Requirements Fluency in Urdu Strong understanding of English (written and spoken) Comfortable knowledge of modern popular culture Reliable computer system and internet connection Familiar with using online search engines Sign a standard Non-Disclosure Agreement and Service Level Agreement Please note that this work is based on project needs. Due to this, weekly hours may vary and flexibility with change is expected. You must legally be able to work on freelance projects in India.   To know more details (Click here)

Location: Dhaka, Bangladesh Workplace: onsite To be added Key Responsibilities Responding to phone calls, emails, and chat messages. Quickly and efficiently resolving customer issues. Processing returns, exchanges, and customer complaints. Keeping records of each interaction with customers. Updating customer information in the CRM system. Collecting and forwarding customer feedback to relevant departments. Informing customers about the status of their inquiries. Skills, Knowledge and Expertise Excellent oral and written communication skills for both Urdu and English languages. Ability to conduct dialogue politely and professionally. Ability to work with large volumes of information. Attention to detail and accuracy in documentation. Proficiency in PC and basic office programs. Skills in working with CRM systems and other specialized software.

Location: Dhaka, Bangladesh Workplace: onsite To be added Key Responsibilities Responding to phone calls, emails, and chat messages. Quickly and efficiently resolving customer issues. Processing returns, exchanges, and customer complaints. Keeping records of each interaction with customers. Updating customer information in the CRM system. Collecting and forwarding customer feedback to relevant departments. Informing customers about the status of their inquiries. Skills, Knowledge and Expertise Excellent oral and written communication skills for both Urdu and English languages. Ability to conduct dialogue politely and professionally. Ability to work with large volumes of information. Attention to detail and accuracy in documentation. Proficiency in PC and basic office programs. Skills in working with CRM systems and other specialized software.

Location: Almaty, Kazakhstan Workplace: hybrid Geo Search runs the search that tens of millions of customers use to say where they are going, across many countries where the commercial maps everyone else leans on are often wrong, incomplete, or simply missing. We are building our own search and recommendation stack, which means we own the data, the ranking, and the measurement. The team is cross-functional, spanning backend, machine learning, mobile, and QA, and works with a product manager focused on relevance and with geo analysts. It owns place search and autocomplete, geocoding, ranking and personalization, location detection and pickup selection, and its own search screens on Android and iOS. It is measured on order conversion, search conversion, and mean reciprocal rank We are looking for a Senior Data Scientist to own ranking, relevance and recommendation for geo search: the models that decide which places a customer sees, in what order, and how that changes with context. This is a modeling role with production responsibility, and it is close to a founding one. You will define how relevance is measured here, build the training data from scratch, and own the models that follow. The interesting constraint is that suggestions must return within tens of milliseconds of each keystroke, in cities where map data is thin and people type in mixed scripts, so model choice is an evidence-based trade-off you will own rather than a preference: gradient-boosted ranking on behavioral data today, transformers and large language models where they earn their place in query understanding and cross-script matching, and neural reranking if the failure analysis justifies it. Ground truth comes from what drivers, couriers and customers actually do, and from completed rides, so a large part of the craft is turning messy behavioral logs into labels you can trust. You will measure your impact through offline evaluation and online A/B tests, and changes reach millions of customers in weeks. Key Responsibilities Own ranking, relevance and recommendation for geo search end to end, from training data through to models serving in production Build the label pipeline that turns search sessions and completed rides into trustworthy training data, including correction for position bias and other presentation effects Train and own the models that order results, and the confidence model that decides per query whether we serve our own answer or fall back to an external provider Build query understanding for our markets, including cross-script matching, using large language models to label offline and distilling into models fast enough for the keystroke path Own evaluation end to end: the offline replay harness that scores recorded sessions against real rides, the error analysis that turns failures into work for the right team, and the online experiments that prove impact Keep models healthy after launch as data and cities shift Skills, Knowledge and Expertise Minimum qualifications 5 or more years building models that shipped and improved a production metric Direct experience with ranking, search relevance, or recommendation systems, including how they are evaluated Expert Python and SQL, fluency with gradient boosting, and working knowledge of transformers Experience taking a model to production and owning it afterwards The ability to work across teams, since search quality work generates data and engineering tasks that others own Preferred qualifications Depth in geocoding, autocomplete, or place search Learning to rank in practice: pairwise and listwise objectives, MRR, NDCG, Hit@k, and their failure modes Relevance tuning on OpenSearch or Elasticsearch, including analyzers Multilingual or cross-script search, for example Arabic and Arabizi or Urdu and Roman Urdu Distilling language models under a latency budget, and experience in mapping or geospatial products in developing markets Conditions & Benefits Help us challenge injustice by creating fair choices for millions of people across 1100+ cities in 48 countries. Develop your professional skills with access to mentoring, career consulting, and learning programs. Collaborate with teams around the world and gain international experience through our Global Talent Exchange Program. Engage in company-wide challenges, awards, sports activities, employee-led social impact and volunteering projects. Work alongside people who take initiative, speak openly, and challenge themselves to grow. Improve your language skills through co-financed courses and internal speaking clubs. Final benefits may vary depending on the location.

Location: Limassol, Cyprus Workplace: hybrid Geo Search runs the search that tens of millions of customers use to say where they are going, across many countries where the commercial maps everyone else leans on are often wrong, incomplete, or simply missing. We are building our own search and recommendation stack, which means we own the data, the ranking, and the measurement. The team is cross-functional, spanning backend, machine learning, mobile, and QA, and works with a product manager focused on relevance and with geo analysts. It owns place search and autocomplete, geocoding, ranking and personalization, location detection and pickup selection, and its own search screens on Android and iOS. It is measured on order conversion, search conversion, and mean reciprocal rank We are looking for a Senior Data Scientist to own ranking, relevance and recommendation for geo search: the models that decide which places a customer sees, in what order, and how that changes with context. This is a modeling role with production responsibility, and it is close to a founding one. You will define how relevance is measured here, build the training data from scratch, and own the models that follow. The interesting constraint is that suggestions must return within tens of milliseconds of each keystroke, in cities where map data is thin and people type in mixed scripts, so model choice is an evidence-based trade-off you will own rather than a preference: gradient-boosted ranking on behavioral data today, transformers and large language models where they earn their place in query understanding and cross-script matching, and neural reranking if the failure analysis justifies it. Ground truth comes from what drivers, couriers and customers actually do, and from completed rides, so a large part of the craft is turning messy behavioral logs into labels you can trust. You will measure your impact through offline evaluation and online A/B tests, and changes reach millions of customers in weeks. Key Responsibilities Own ranking, relevance and recommendation for geo search end to end, from training data through to models serving in production Build the label pipeline that turns search sessions and completed rides into trustworthy training data, including correction for position bias and other presentation effects Train and own the models that order results, and the confidence model that decides per query whether we serve our own answer or fall back to an external provider Build query understanding for our markets, including cross-script matching, using large language models to label offline and distilling into models fast enough for the keystroke path Own evaluation end to end: the offline replay harness that scores recorded sessions against real rides, the error analysis that turns failures into work for the right team, and the online experiments that prove impact Keep models healthy after launch as data and cities shift Skills, Knowledge and Expertise Minimum qualifications 5 or more years building models that shipped and improved a production metric Direct experience with ranking, search relevance, or recommendation systems, including how they are evaluated Expert Python and SQL, fluency with gradient boosting, and working knowledge of transformers Experience taking a model to production and owning it afterwards The ability to work across teams, since search quality work generates data and engineering tasks that others own Preferred qualifications Depth in geocoding, autocomplete, or place search Learning to rank in practice: pairwise and listwise objectives, MRR, NDCG, Hit@k, and their failure modes Relevance tuning on OpenSearch or Elasticsearch, including analyzers Multilingual or cross-script search, for example Arabic and Arabizi or Urdu and Roman Urdu Distilling language models under a latency budget, and experience in mapping or geospatial products in developing markets Conditions & Benefits Help us challenge injustice by creating fair choices for millions of people across 1100+ cities in 48 countries. Develop your professional skills with access to mentoring, career consulting, and learning programs. Collaborate with teams around the world and gain international experience through our Global Talent Exchange Program. Engage in company-wide challenges, awards, sports activities, employee-led social impact and volunteering projects. Work alongside people who take initiative, speak openly, and challenge themselves to grow. Improve your language skills through co-financed courses and internal speaking clubs. Annual salary from 70 700 EUR gross Final benefits may vary depending on the location.

Location: Tbilisi, Georgia Workplace: hybrid Geo Search runs the search that tens of millions of customers use to say where they are going, across many countries where the commercial maps everyone else leans on are often wrong, incomplete, or simply missing. We are building our own search and recommendation stack, which means we own the data, the ranking, and the measurement. The team is cross-functional, spanning backend, machine learning, mobile, and QA, and works with a product manager focused on relevance and with geo analysts. It owns place search and autocomplete, geocoding, ranking and personalization, location detection and pickup selection, and its own search screens on Android and iOS. It is measured on order conversion, search conversion, and mean reciprocal rank We are looking for a Senior Data Scientist to own ranking, relevance and recommendation for geo search: the models that decide which places a customer sees, in what order, and how that changes with context. This is a modeling role with production responsibility, and it is close to a founding one. You will define how relevance is measured here, build the training data from scratch, and own the models that follow. The interesting constraint is that suggestions must return within tens of milliseconds of each keystroke, in cities where map data is thin and people type in mixed scripts, so model choice is an evidence-based trade-off you will own rather than a preference: gradient-boosted ranking on behavioral data today, transformers and large language models where they earn their place in query understanding and cross-script matching, and neural reranking if the failure analysis justifies it. Ground truth comes from what drivers, couriers and customers actually do, and from completed rides, so a large part of the craft is turning messy behavioral logs into labels you can trust. You will measure your impact through offline evaluation and online A/B tests, and changes reach millions of customers in weeks. Key Responsibilities Own ranking, relevance and recommendation for geo search end to end, from training data through to models serving in production Build the label pipeline that turns search sessions and completed rides into trustworthy training data, including correction for position bias and other presentation effects Train and own the models that order results, and the confidence model that decides per query whether we serve our own answer or fall back to an external provider Build query understanding for our markets, including cross-script matching, using large language models to label offline and distilling into models fast enough for the keystroke path Own evaluation end to end: the offline replay harness that scores recorded sessions against real rides, the error analysis that turns failures into work for the right team, and the online experiments that prove impact Keep models healthy after launch as data and cities shift Skills, Knowledge and Expertise Minimum qualifications 5 or more years building models that shipped and improved a production metric Direct experience with ranking, search relevance, or recommendation systems, including how they are evaluated Expert Python and SQL, fluency with gradient boosting, and working knowledge of transformers Experience taking a model to production and owning it afterwards The ability to work across teams, since search quality work generates data and engineering tasks that others own Preferred qualifications Depth in geocoding, autocomplete, or place search Learning to rank in practice: pairwise and listwise objectives, MRR, NDCG, Hit@k, and their failure modes Relevance tuning on OpenSearch or Elasticsearch, including analyzers Multilingual or cross-script search, for example Arabic and Arabizi or Urdu and Roman Urdu Distilling language models under a latency budget, and experience in mapping or geospatial products in developing markets Why join us Help us challenge injustice by creating fair choices for millions of people across 47 countries. Develop your professional skills with access to mentoring, career consulting, and learning programs. Collaborate with teams around the world and gain international experience through our Global Talent Exchange Program. Engage in company-wide challenges, awards, sports activities, employee-led social impact and volunteering projects. Work alongside people who take initiative, speak openly, and challenge themselves to grow. Improve your language skills through co-financed courses and internal speaking clubs. Final benefits may vary depending on the location.

Location: Karachi, Pakistan (Karachi) Workplace: hybrid We are looking for a proactive and detail-oriented Account Agent to join the inDrive Couriers team. You will work closely with our business clients, handling day-to-day account operations, addressing inquiries, and ensuring high service quality and client satisfaction. Contract-based position. Key Responsibilities Conduct daily outbound calls to business clients to provide ongoing support and operational assistance related to inDrive Couriers' services Build, manage, and maintain long-term relationships with key accounts to ensure high customer satisfaction and retention Hold regular meetings with clients to understand their needs, gather feedback, share product updates, and explore new collaboration opportunities Collect, document, and analyze client feedback to help improve service quality Assist clients with inquiries, issues, and service-related incidents, ensuring timely resolution Handle incoming calls and requests from business clients in a professional and solution-oriented manner Skills, Knowledge and Expertise 1–3 years of experience in account management or a related field Strong negotiation and communication skills Proficiency in Google Sheets Excellent knowledge of the local market Ability to work independently and manage multiple priorities in a fast-paced environment Based in Lahore, Karachi, or Islamabad Fluency in Urdu and English Why join us Help us challenge injustice by creating fair choices for millions of people across 47 countries. Develop your professional skills with access to mentoring, career consulting, and learning programs. Collaborate with teams around the world and gain international experience through our Global Talent Exchange Program. Engage in company-wide challenges, awards, sports activities, employee-led social impact and volunteering projects. Work alongside people who take initiative, speak openly, and challenge themselves to grow. Improve your language skills through co-financed courses and internal speaking clubs. Final benefits may vary depending on the location.

Location: Hyderabad, Pakistan You will be a practitioner on our telehealth platform 'Intellect', where your role is to support our clients' mental health and personal growth based on the individual needs and goals. This is delivered primarily through scheduled 60-minute video sessions on our platform. This is a freelance remote role with the flexibility to decide your business hours. Local candidates are preferred but others can still be considered. This role is a great opportunity to supplement your current job or private practice. We're seeking to partner with Clinical Psychologists and Counsellors to be part of a community working collaboratively to bring greater mental health access to the public to provide mental health coaching. What You'll Do Provide 1-on-1 telehealth/or onsite mental health support for Intellect’s clients Focus on clinical cases such as depression, anxiety, trauma, schizophrenia, eating disorders, addiction etc. Collaboratively work with the internal clinical team by suggesting improvements to the program and the platform Requirements Has a Master / Postgraduate Diploma training in Clinical Psychology Skilled in Cognitive Behavioural Therapy or other evidence-based approaches (e.g. Motivational Interviewing, DBT, SFBT, etc.) Candidate must have at least 300 clinical hours AHPC Registered Able to do occasional onsite sessions Candidate must be proficient in Urdu language Prior experience in EAP, and/or counselling work Prior experience with group sessions Critical Incident Support Program experience is preferred Willing to do occasional onsite sessions

Location: London, United Kingdom - Deliveroo Our Global Structure Deliveroo is now part of DoorDash, bringing together teams with even greater reach, scale, and ambition. Depending on your role, you may collaborate with teammates, systems, and leaders across DoorDash and Wolt. Together, we’re unlocking new possibilities as one global team. Join us in our mission to transform the way people shop and eat, where impact, innovation, and growth drives everything we do. Our Commercial team sits at the centre of Deliveroo’s marketplace—shaping how we serve restaurants, grocers, and new verticals worldwide. From negotiating key partnerships to unlocking new revenue streams and crafting data-led growth strategies, we take on big challenges that move the business forward. If you thrive in fast-paced, commercial environments and want to influence the future of a global brand—this is the team for you. We’re looking for an Account Manager to join our Commuter Belt South team. This is a hybrid role. In this role, you’ll help us cultivate existing relationships with top restaurant partners and leverage data insights to maximise their online sales and growth. Get to know our Commercial team — what drives us, how we work, and what you can expect. What You’ll Be Doing You’ll be joining the Regional UK and Ireland team. The U.K. & Ireland are our domestic and most mature markets, where our commercial experts manage relationships with the most exciting restaurants across local regions to drive marketplace performance. Here’s what your day-to-day might look like: Grow restaurant partnerships: Maintain and expand commercial relationships with top Commuter Belt South London restaurant partners through regular face-to-face and remote consultation. Optimise commercial performance: Analyse operational data and industry trends to advise partners on driving higher order volumes and accelerating growth. Commercial negotiation: Lead commercial discussions to successfully negotiate and renew high-value partner contracts and terms. Drive operational efficiency: Partner with internal restaurant and rider operations teams to streamline regional delivery performance and resolve operational bottlenecks. Act as a local market expert: Serve as the strategic face of Deliveroo within your assigned territory, travelling across areas such as Guilford, Woking & Surrey. What You’ll Need to Thrive Essential Proven relationship management: Significant experience managing accounts or cultivating impactful business-to-business relationships. Commercial and data acumen: Strong financial awareness with the ability to interpret data sets to identify growth trends and influence partner decisions. Strategic communication: Excellent communication and relationship-building skills, with a track record of handling partner negotiations confidently. Autonomy and adaptability: A self-motivated mindset with the ability to work independently, organise your time effectively, and thrive whilst being out on the road meeting partners. Target-driven focus: A results-oriented approach with a proven ability to achieve growth targets and deliver measurable business outcomes. Nice to Have Multilingual capabilities: Additional language skills are highly valued, particularly proficiency in Arabic, Spanish, Portuguese, Swahili, Mandarin, Cantonese, Urdu, Korean, Vietnamese, Thai, Japanese, or Bahasa/Malay. Fast-paced sector experience: Prior experience working within a dynamic, high-growth technology or commercial company. Why Join Us? At Deliveroo, you’ll do work that matters, solving real-world problems in a three-sided marketplace that’s constantly evolving. We’re food lovers, problem solvers, community builders and more, brought together by a shared drive to make things better. Working here you can expect to: 🔧 Make a visible impact every day Your work directly improves experiences for customers, partners and riders. 🌱 Learn fast in an entrepreneurial environment Work close to the market with autonomy, pace and real responsibility. 🧠 Build a career, not just a role Stretch yourself, develop new skills and grow as the business evolves. 🌎 Deliver together in an inclusive culture Collaborative, values-driven teams that support how you work best. We aim to create a fair process that lets your skills shine—our interview typically includes 3-4 stages. Find more about how we hire here . Our Global Structure Deliveroo is now part of DoorDash, bringing together teams with even greater reach, scale, and ambition. Depending on your role, you may collaborate with teammates, systems, and leaders across DoorDash and Wolt. Together, we’re unlocking new possibilities as one global team. Diversity, Equity and Inclusion At Deliveroo, we know that a great workplace reflects the world around us and that true diversity and inclusion make us stronger, more creative, and better at what we do. We’re committed to fostering an environment where everyone can do their best work and feel they belong. We believe in equality of opportunity and welcome candidates from all backgrounds regardless of age, gender, ethnicity, disability, sexual orientation, gender identity, socio-economic background, religion, or belief. If you have a disability or long-term health condition and need support to apply for one of our roles, or require any reasonable adjustments during the recruitment process, you’ll have the opportunity to let us know once you’ve submitted your application. We’ll share details on how to request support so we can ensure you have a fair and equitable experience. If you’re excited about making a real impact in a fast-moving marketplace and growing your career alongside ambitious, supportive teams, we’d love to hear from you! Diversity, Equity and Inclusion At Deliveroo, we know that a great workplace reflects the world around us and that true diversity and inclusion make us stronger, more creative, and better at what we do. We’re committed to fostering an environment where everyone can do their best work and feel they belong. We believe in equality of opportunity and welcome candidates from all backgrounds regardless of age, gender, ethnicity, disability, sexual orientation, gender identity, socio-economic background, religion, or belief. If you have a disability or long-term health condition and need support to apply for one of our roles, or require any reasonable adjustments during the recruitment process, you’ll have the opportunity to let us know once you’ve submitted your application. We’ll share details on how to request support so we can ensure you have a fair and equitable experience. If you’re excited about making a real impact in a fast-moving marketplace and growing your career alongside ambitious, supportive teams, we’d love to hear from you! Beware of recruitment scams: DASH Brands will never ask you to pay money or share sensitive financial information during hiring — learn more about DASH Brands' legitimate recruiting process at careersatdoordash.com/recruitment-scam-awareness .