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data scientist for women's health

ориентир по рынку
вакансия зп не указана
в среднем 305 125 ₽
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описание

Assessment task

Mira is building quantitative hormone tracking technology to advance women's hormonal health and help people better understand their reproductive health.

задачи

  • Build and improve 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
  • Partner with Product, Design, Engineering, R&D, and the Real-World Evidence Scientist to translate data into app features and evidence-backed insights
  • Support RWE and clinical research projects with data extraction, exploratory analysis, modeling, and validation
  • Define model performance and validation frameworks, including 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 for technical and non-technical teams
  • Work with Engineering to move prototypes toward production-ready app features or data pipelines

требования

  • Strong Python and data science skills
  • Experience with longitudinal, time-series, behavioral, health, wearable, physiological, or biomarker data
  • Experience using model interpretability and explainability methods such as SHAP and LIME
  • Strong model validation judgment, 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 technical and non-technical stakeholders
  • High ownership, startup speed, and comfort working with ambiguity
  • Good scientific judgment and ability to distinguish product insights from clinical or marketing claims
  • Experience moving ML or algorithmic features toward production
  • Будет плюсом: SQL

условия

  • 40-Hour workweek with flexible working hours and occasional overlap with the US team
  • Competitive salary and a performance-based bonus system tied to OKRs
  • Career growth opportunities, including the ability to shape, build, and develop teams as the company scales
  • Assessment task as part of the recruiting process
  • The company is a femtech business focused on advancing women's health and expanding access to care

FemTech-компания, развивающая гормональный анализатор и платформу мониторинга фертильности.

Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайся: это мошенничество.

Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайся: это мошенничество.