Vertex AI

Capgemini is seeking a Vertex AI professional to build and operate machine learning models and pipelines. The role is listed in Bangalore, Chennai (ex Madras), Pune, Hyderabad and Navi Mumbai, India, as a permanent position.

Responsibilities

• Design, develop and deploy machine learning models and pipelines on Vertex AI. Work with data scientists and engineers to prepare training data using tools such as Vertex AI Workbench and BigQuery.
• Implement MLOps practices for model serving, versioning and monitoring with Vertex AI Pipelines. Fine-tune and deploy custom and generative AI models from Vertex AI Model Garden, and support scalable, reliable deployments using Vertex AI Endpoints.
• Collaborate with cross-functional teams to integrate models into production applications. Maintain documented code and participate in code reviews.

Requirements

• At least 3 years of experience in software or AI/ML development, with hands-on Google Cloud Platform experience, including Cloud Run, Vertex AI or AI Applications, and Gemini models through the Discovery Engine API.
• Strong understanding of RESTful API design, microservices and CI/CD pipelines; familiarity with model deployment, inference and monitoring; proficiency in Python or Node.js and familiarity with popular ML frameworks. Strong problem-solving and collaboration skills are also requested.

Capgemini describes career guidance and internal opportunities, wellness benefits including insurance and telemedicine, and access to a digital learning platform with over 250,000 courses and certifications.