Roche
Roche
Roche — зерттеулер мен әзірлемелер, цифрлық инновациялар және ынтымақтастық арқылы пациенттерге көрсетілетін көмекті жетілдіруге бағытталған жаһандық денсаулық сақтау және фармацевтикалық компания. 101 000-нан астам қызметкері бар компания технология, өндіріс, бизнес стратегиясы және денсаулық сақтау саласындағы инновацияны қолдайтын басқа да бағыттар бойынша сараптаманы біріктіреді. Roche халықаралық командаларында әртүрлілікті, теңдікті және инклюзияны насихаттайды, сондай-ақ тәжірибелі мамандарға, студенттерге және түлектерге, соның ішінде Германия, Австрия және Швейцариядағы қызметіне қатысты мүмкіндіктерді қамтитын мансап жолдарын ұсынады.

Digital Biomarker Data Scientist – Parkinson’s and Huntington’s Disease at Roche, Austria Remote

Roche is seeking a data scientist to validate digital biomarkers for Parkinson’s and Huntington’s disease. The role develops statistical endpoints and supports biopharma customers with clinical trial solutions.

Сипаттама

  • Lead statistical analyses that establish psychometric properties, construct validity, test–retest reliability, and responsiveness for novel digital endpoints.
  • Create and implement statistical analysis plans for clinical validation studies.
  • Apply longitudinal models to assess disease progression and treatment effects.
  • Develop methods for non-compliance, variable device wear time, and missing remote-sensor data.
  • Ensure validation workflows follow the DiME V3 framework and FDA digital health technology guidance.
  • Act as a data science specialist in pre-sales discussions, sponsor meetings, and scientific advisory boards.
  • Partner with biopharma customers to understand development pipelines and design digital endpoint strategies.
  • Turn statistical findings and validation evidence into value propositions, sales materials, and proposals.
  • Support customer questions about data interpretation and clinical trial design with scientific and statistical expertise.
  • Contribute quantitative evidence and statistical content to regulatory briefing packages for the FDA, EMA, and other agencies.
  • Write and contribute to peer-reviewed publications on digital readouts in Parkinson’s and Huntington’s disease.
  • Create visual presentations and clinical narratives for internal and external audiences.

Талаптар

  • Master’s degree or Ph.D. in data science, statistics, biostatistics, applied mathematics, or a related quantitative discipline.
  • At least five years of practical data science or biostatistics experience focused on digital health technologies, digital biomarkers, or clinical trial outcome measures.
  • Extensive knowledge of statistical validation, including analytical and clinical validation, psychometric assessment, longitudinal and mixed-effects modeling, and survival analysis.
  • Strong experience with missing-data imputation, trajectory modeling, and noise reduction.
  • Familiarity with the DiME V3 framework and FDA digital health technology guidance.
  • Background in customer-facing work, scientific advisory, or pre-sales consulting for biopharma or digital health organizations.
  • Ability to understand trial objectives and advise on endpoint integration strategies.
  • Advanced Python or R skills for statistical modeling, visualization, and reproducible reporting.
  • Excellent written and spoken English communication skills.
  • Record of publishing in peer-reviewed journals.
  • Experience explaining technical concepts to non-technical executives and clinical teams.
  • Knowledge of movement disorders or neurodegenerative diseases, including clinical rating scales, is desirable.
  • Experience taking part in regulatory agency meetings is desirable.
  • Basic understanding of time-series analysis or signal processing is desirable.

Артықшылықтар

  • New Apple hardware
  • Fitness benefits
  • Public transportation benefit
  • Lunch benefit
  • Language classes
  • Professional development training budget
  • Opportunities to attend global conferences
  • Flexible working hours
  • Home office policy
  • Five weeks of vacation
  • Rooftop terrace
  • Fully stocked kitchen
  • Barista coffee machines
  • Family-friendly career paths
  • Opportunities for professional and personal growth

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