1201 F. Hoffmann-La Roche AG
AI/ML Data Scientist(m/w/x)
Full-timeOn-siteSenior
Basel
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RORoche
Senior/Principal Agentic AI Engineer (Clinical Data Systems)(m/w/x)
Basel
Full-timeOn-siteSenior
AI/ML
Nejo AI Summary
Designing agentic workflows for clinical data management, building production-grade multi-agent systems for a global healthcare company. 6-8+ years delivering impactful AI/ML solutions, with AI orchestration frameworks like LangGraph or CrewAI proficiency required. High autonomy in developing cutting-edge agentic AI solutions.
Requirements
- Bachelor’s or advanced degree (Master’s/PhD preferred) in Computer Science, Machine Learning, or related fields
- 6–8+ years experience delivering impactful AI/ML solutions
- Proficiency in Python (TensorFlow, PyTorch, NumPy)
- Skill in AI orchestration frameworks (LangGraph, CrewAI, AutoGen)
- Familiarity with C#, R, or JavaScript (plus)
- Experience deploying scalable AI systems to cloud environments (AWS)
- Experience integrating vector databases, DevOps pipelines, and containerization (Docker, Kubernetes)
- Strong knowledge of validation practices, model reproducibility, and regulatory frameworks (GxP standards)
- Experience in clinical trial data workflows
- Familiarity with clinical trial lifecycles, data standards, and regulated industries (healthcare, fintech, or aerospace)
- Strategic thinking
- Excellent problem-solving skills
- Excellent communication skills
- Capability to engage global stakeholders effectively
- Experience building production LLM systems using RAG pipelines, tool-calling agents, and human-in-the-loop workflows
Tasks
- Design agentic workflows for clinical data management
- Utilize LangGraph, CrewAI, or AutoGen frameworks
- Automate complex clinical data management tasks
- Develop production-grade multi-agent systems
- Enable collaboration among specialized agents
- Implement tool-calling and retrieval-augmented workflows
- Integrate human-in-the-loop validation
- Ensure traceable and compliant system outcomes
- Maintain high-quality, testable code
- Maintain service documentation
- Apply systematic prompt engineering techniques
- Utilize Chain-of-Thought, ReAct, and Reflection methods
- Achieve high-fidelity outcomes in clinical contexts
- Deploy AI solutions into Roche's AWS cloud
- Ensure scalability of deployed AI solutions
- Partner with Data Integrity teams
- Uphold traceable, reproducible, GxP-compliant AI systems
Work Experience
- 6 - 8 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- TensorFlow
- PyTorch
- NumPy
- LangGraph
- CrewAI
- AutoGen
- C#
- R
- JavaScript
- AWS
- Docker
- Kubernetes
- vector databases
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Roche and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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RORoche
Senior/Principal Agentic AI Engineer (Clinical Data Systems)(m/w/x)
Basel
Full-timeOn-siteSenior
AI/ML
Nejo AI Summary
Designing agentic workflows for clinical data management, building production-grade multi-agent systems for a global healthcare company. 6-8+ years delivering impactful AI/ML solutions, with AI orchestration frameworks like LangGraph or CrewAI proficiency required. High autonomy in developing cutting-edge agentic AI solutions.
Requirements
- Bachelor’s or advanced degree (Master’s/PhD preferred) in Computer Science, Machine Learning, or related fields
- 6–8+ years experience delivering impactful AI/ML solutions
- Proficiency in Python (TensorFlow, PyTorch, NumPy)
- Skill in AI orchestration frameworks (LangGraph, CrewAI, AutoGen)
- Familiarity with C#, R, or JavaScript (plus)
- Experience deploying scalable AI systems to cloud environments (AWS)
- Experience integrating vector databases, DevOps pipelines, and containerization (Docker, Kubernetes)
- Strong knowledge of validation practices, model reproducibility, and regulatory frameworks (GxP standards)
- Experience in clinical trial data workflows
- Familiarity with clinical trial lifecycles, data standards, and regulated industries (healthcare, fintech, or aerospace)
- Strategic thinking
- Excellent problem-solving skills
- Excellent communication skills
- Capability to engage global stakeholders effectively
- Experience building production LLM systems using RAG pipelines, tool-calling agents, and human-in-the-loop workflows
Tasks
- Design agentic workflows for clinical data management
- Utilize LangGraph, CrewAI, or AutoGen frameworks
- Automate complex clinical data management tasks
- Develop production-grade multi-agent systems
- Enable collaboration among specialized agents
- Implement tool-calling and retrieval-augmented workflows
- Integrate human-in-the-loop validation
- Ensure traceable and compliant system outcomes
- Maintain high-quality, testable code
- Maintain service documentation
- Apply systematic prompt engineering techniques
- Utilize Chain-of-Thought, ReAct, and Reflection methods
- Achieve high-fidelity outcomes in clinical contexts
- Deploy AI solutions into Roche's AWS cloud
- Ensure scalability of deployed AI solutions
- Partner with Data Integrity teams
- Uphold traceable, reproducible, GxP-compliant AI systems
Work Experience
- 6 - 8 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- TensorFlow
- PyTorch
- NumPy
- LangGraph
- CrewAI
- AutoGen
- C#
- R
- JavaScript
- AWS
- Docker
- Kubernetes
- vector databases
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Roche and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Roche
Industry
Healthcare
Description
The company is dedicated to advancing science and ensuring access to healthcare for everyone.
Not a perfect match?
- 1201 F. Hoffmann-La Roche AG
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Full-timeOn-siteSeniorBasel - 1201 F. Hoffmann-La Roche AG
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