Responsibilities:
— Build and enhance biometrics, algorithms, and data-driven insights for the Mira App
— Analyze hormone, cycle, app behavior, and user outcome data to identify patterns and product opportunities
— Develop and validate models for ovulation prediction, cycle modeling, hormone interpretation, and personalized recommendations
— Collaborate with Product, Design, Engineering, R&D, and Real-World Evidence Scientist teams to translate data into app features and evidence-backed insights
— Support real-world evidence and clinical research projects through data extraction, exploratory analysis, modeling, and validation
— Define model performance and validation frameworks, addressing uncertainty, subgroup performance, missing data, and edge cases
— Improve data quality by identifying instrumentation gaps and recommending better data capture in the app
— Document model logic, assumptions, limitations, and appropriate use cases clearly for both technical and non-technical teams
— Work with Engineering to transition prototypes into production-ready app features or data pipelines
Requirements:
— Strong skills in Python and data science
— Preferred experience with SQL and working with longitudinal, time-series, behavioral, health, wearable, physiological, or biomarker data
— Experience with model interpretability and explainability methods such as SHAP and LIME
— Strong judgment in model validation, including handling missing data, avoiding leakage, testing robustness, and evaluating performance across user segments
— Ability to translate data into user-facing product features, metrics, recommendations, or algorithms
— Experience building models, scores, or analytical frameworks that influenced product, clinical, or business decisions
— Strong communication skills with both technical and non-technical stakeholders
— High ownership, startup speed, and comfort working with ambiguity
— Good scientific judgment, including distinguishing product insights from clinical or marketing claims
— Experience moving machine learning or algorithmic features toward production
Benefits:
— Remote position
— 40-hour workweek
— Flexible working hours
— Occasional overlap with the US team
— Competitive salary with performance-based bonus system tied to OKRs
— Fully remote environment supporting autonomy, ownership, and independence
— Real opportunities for career growth, including the ability to shape, build, and develop teams as the company scales
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ГибридleadASSOCIATE LEAD OF BACKEND DEVELOPMENT GROUP (PYTHON) | RELOCATION TO CY | INSTORIES #relocation #fulltime #itjob #backend #python https://teletype.in/@remoteit/aybeU-ti1Yk; RELOCATION TO CYPRUS | INSTORIES Мы ищем Associate Lead of Backend Development Group (Python) в направление Backend, перед которым будут стоять задачи по развитию продуктовой платформы и бэкенд-команды; Что для нас важно: ◎ Опыт коммерческой разработки от 5 лет, из них от 1 года в роли Team Lead; ◎ Отличное знание Python, Django/FastAPI и PostgreSQL; ◎ Активное применение AI-инструментов в разработке; ◎ Локация на Кипре (гибрид) или готовность к релокации