Machine Learning Engineer - CDI
Core
Deploying and operating high-impact Machine Learning applications, optimizing data pipelines, and integrating AI solutions (including Generative AI) into digital products.
Role type
Senior Machine Learning Engineer (MLOps & Generative AI)
Builds
Production ML models, data pipelines, and MLOps workflows for digital products
Domain
Cloud-based AI and Generative AI
Deliverable
production ML models
Required skills
Python (expert), MLOps, Google Cloud Platform (GCP), Generative AI/LLMOps, API development, Containerization, Data management
Preferred skills
FastAPI, Streamlit, LangChain, SQL, Spark, PyTorch, Scikit-learn
Technologies
Vertex AI, Cloud Composer, Cloud Storage, Docker, Kubernetes, GitHub Actions, Airflow, LangChain
Responsibilities
Deploy and maintain ML models in production, design and orchestrate data pipelines, implement MLOps workflows, develop model monitoring systems, integrate ML models via APIs, contribute to Generative AI projects
Seniority
Senior, hands-on IC
