2 дня назад
Senior Data Scientist 1 (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist 1 (AI): Building data and AI solutions for biotech manufacturing, quality, technical development, and supply chain operations with an accent on machine learning, GenAI pipelines, and regulated technical data. Focus on developing RAG and intelligent document-processing systems, operationalizing MLOps workflows, and solving complex process-monitoring, anomaly-detection, and optimization challenges.
Location: Hybrid, requiring 2–3 days onsite in Novato, California; the role supports Technical Operations across Novato and San Rafael.
Company
is a biotechnology company developing medicines for patients with significant unmet medical needs through genetics and molecular biology research.
What you will do
- Identify and frame AI opportunities across technical development, manufacturing, quality, and supply chain.
- Own portfolio planning, solution design, development, deployment, and end-to-end project delivery.
- Acquire, prepare, and govern data from MES, LIMS, QMS, ELN, SAP, and PI systems.
- Build machine learning and AI models for process monitoring, anomaly and root-cause analysis, yield and cycle-time optimization, and intelligent document processing.
- Develop GenAI solutions such as RAG systems, semantic search, Q&A assistants, and workflow copilots.
- Operationalize models through reproducible MLOps pipelines, dashboards, documentation, training, and value-realization tracking.
Requirements
- Master’s degree or MBA in Data Science, Computer Science, Statistics, or a related field.
- 7+ years of hands-on experience delivering data and AI solutions in an industry setting.
- Advanced Python and SQL; experience with databases, Azure Databricks, data modeling, and data engineering pipelines.
- Experience with GenAI pipelines on Databricks, including chunking, RAG, vector indexes, Delta, Unity Catalog, MLflow, Spark, and workflows.
- Experience with Azure, business intelligence tools such as Power BI, Tableau, or Spotfire, and Python web frameworks such as Dash, Flask, or Streamlit.
- Biotech or biopharma operations experience, collaboration with technical and operational SMEs, and familiarity with Computer System Validation documentation in regulated environments.
Culture & Benefits
- Work in a data-driven Technical Operations organization connecting research and development with commercial operations.
- Support rigorous regulatory, quality, and safety standards in a regulated biotechnology environment.
- Collaborate with engineering, manufacturing, quality, supply chain, IT, business SMEs, and data specialists.
- Contribute to continuous improvement, AI standards, data literacy, and a community of practice.
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