Cloud Data Scientist
Cloud Data Scientist
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Job Description
At Roche you can show up as yourself embraced for the unique qualities you bring. Our culture encourages personal expression open dialogue and genuine connections where you are valued accepted and respected for who you are allowing you to thrive both personally and professionally. This is how we aim to prevent stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche where every voice matters.
The Position
We are seeking a skilled and innovative Cloud Data Scientist to join our growing AI team. You will be responsible for designing implementing and maintaining cloud infrastructure to support the deployment and operation of large language models (LLMs). As an Cloud Data Scientist you will work closely with our AI researchers and developers to ensure the cloud environment is optimized for performance scalability and reliability.
Key Responsibilities:
Design and implement cloud architecture for hosting and scaling large language models (LLMs).
Manage cloud resources to ensure efficient utilization and costeffectiveness.
Automate the deployment monitoring and maintenance of cloud infrastructure.
Develop and implement security best practices for cloud environments.
Collaborate with AI data scientists and developers to optimize model training and inference workflows.
Implement CI/CD pipelines for ML model deployment and updates.
Monitor cloud systems for operational reliability performance and security.
Troubleshoot and resolve cloud infrastructure issues.
Stay updated with the latest trends and best practices in cloud computing and AI.
MLOps Integration: responsibilities around model lifecycle management using industry tools like MLflow
LLM Infrastructure Optimization: expertise needed for highperformance AI workloads specifically mentioning experience with tools similar to DeepSpeed and FrugalGPT for efficient LLM deployment.
Security & Compliance: implementation of AIspecific security protocols and compliance with regulations like GDPR/HIPAA familiarity with platforms similar to Vanta or OneTrust.
Qualifications:
Bachelors or Masters degree in Computer Science Engineering or a related field.
1 years of experience in cloud engineering or cloud architecture roles.
Proven experience with cloud service providers (preferable AWS Google Cloud).
Handson experience with infrastructure as code (IaC) tools like Terraform CloudFormation or similar.
Experience in deploying and managing AI/ML models in production environments.
Technical Skills:
Proficiency in programming languages such as Python
Strong knowledge of containerization technologies (e.g. Docker Kubernetes).
Experience with CI/CD pipelines and tools (e.g. Jenkins GitLab CI).
Familiarity with data storage and database services (e.g. S3 BigQuery SQL/NoSQL databases).
Understanding of networking concepts and virtual private cloud (VPC) setups.
Experience with monitoring and logging tools (e.g. Prometheus Grafana ELK Stack).
Knowledge in Graph Database Neo4j Cypher is a plus.
Soft Skills:
Strong problemsolving skills and attention to detail.
Excellent communication and collaboration skills.
Ability to work independently and as part of a team.
Additional Skills (Preferred but not required):
Familiarity with LLM architectures and frameworks (e.g. Hugging Face Transformers OpenAI GPT).
Experience with MLOps practices and tools.
Relevant cloud certifications (e.g. AWS Certified Solutions Architect Google Cloud Professional Cloud Architect).
Who we are
A healthier future drives us to innovate. Together more than 100000 employees across the globe are dedicated to advance science ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities foster creativity and keep our ambitions high so we can deliver lifechanging healthcare solutions that make a global impact.
Lets build a healthier future together.
Roche is an Equal Opportunity Employer.
Employment Type
Full-Time
