GCP Gen AI
Capgemini
2 - 5 years
Bengaluru
Posted: 03/11/2025
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Job Description
• Integrate LLMs (Llama, OpenAI, Claude, Mistral, Gemini) and embedding models into applications.
• Implement agentic workflows using LangGraph, AgentCore, Google SDK, applying patterns such as Planner-Executor, Reflection Loops, and Multi-Agent Orchestration.
• Build and optimize data ingestion and retrieval pipelines including preprocessing, chunking, enrichment, embeddings, and vector indexing.
• Integrate coarse-grained controls (data masking, compliance filters, enterprise-wide security checks).
• Prototype in Jupyter Notebooks and transition solutions to production.
• Implement LLMOps practices:
• Instrument pipelines for metrics (latency, cost, hallucination rate, accuracy, compliance violations).
• Build dashboards, alerts, and feedback loops.
• Automate evaluations (A/B testing, prompt regression checks, continuous accuracy testing).
• Collaborate with Architect to integrate knowledge graphs where applicable.
• Deploy and maintain solutions on AWS, GCP, or Azure leveraging GPU/compute environments.Your Profile
• 4+ years of professional experience, with a minimum of 1 year focused on Generative AI technologies
• Strong programming in Python; working knowledge of JavaScript.
• Experience developing on cloud platforms (AWS, GCP, Azure) with GPU-backed compute.
• Proficiency with Jupyter Notebooks for experimentation.
• Hands-on with LLMs, embeddings, and vector search pipelines.
• Experience implementing agentic workflows with security guardrails.
• Familiarity with knowledge graphs is a plus.
• Proven experience in LLMOps implementation (logging, monitoring, evaluation pipelines, observability tools).
• Strong debugging, problem-solving, and execution focus. What you'll love about working hereWe’re committed to ensure that people of all backgrounds feel encouraged and have a sense of belonging at Capgemini. You are valued for who you are, and you can bring your original self to work.Every Monday, kick off the week with a musical performance by our in-house band - The Rubber Band. Also get to participate in internal sports events, yoga challenges, or marathons.At Capgemini, you can work on cutting-edge projects in tech and engineering with industry leaders or create solutions to overcome societal and environmental challenges. Capgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, generative AI, cloud and data, combined with its deep industry expertise and partner ecosystem.
About Company
Capgemini is a global leader in consulting, technology services, and digital transformation. Headquartered in Paris, France, Capgemini provides a wide range of services, including IT consulting, managed services, business process outsourcing, and digital transformation solutions. With over 360,000 employees across more than 50 countries, the company focuses on helping organizations innovate and transform their businesses to remain competitive in a rapidly changing digital landscape. Capgemini is known for its expertise in cloud computing, AI, cybersecurity, and other emerging technologies, working closely with clients to develop sustainable and cutting-edge solutions.
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