Python Gen AI Engineer
About the role
Your Role
- Design, develop, and deploy Generative AI and LLM-based applications using Python, including enterprise-grade AI solutions and intelligent assistants
- .Build and optimize Retrieval-Augmented Generation (RAG) pipelines using LangChain and/or LlamaIndex, integrating enterprise data sources with LLMs.
- Develop scalable data engineering and ETL pipelines using Python and SQL to ingest, transform, and prepare structured and unstructured data for AI applications.
- Implement and optimize Vector Database solutions for embeddings, semantic search, document retrieval, and contextual information retrieval.
- Deploy and operationalize GenAI/LLM solutions on AWS, Microsoft Azure, or Google Cloud Platform (GCP) using MLOps/LLMOps practices, including monitoring, versioning, CI/CD, model lifecycle management, and production support.
Your Profile
- Strong hands-on experience in Python and SQL, with solid knowledge of software development, data processing, and API-based integrations.
- Proven experience working with Generative AI, Large Language Models (LLMs), RAG architectures, prompt engineering, embeddings, and LLM application development.
- Hands-on expertise with LangChain and/or LlamaIndex and experience integrating LLMs with Vector Databases such as Pinecone, FAISS, Chroma, Weaviate, Milvus, or equivalent technologies.
- Strong understanding of Data Engineering, ETL, data pipelines, structured/unstructured data processing, and cloud services on AWS, Azure, or GCP.
- Experience with MLOps/LLMOps, including model/application deployment, CI/CD, monitoring, evaluation, version control, scalability, security, and productionization of AI solutions.
What you will love about working here
- You can shape your career with us. We offer a range of career paths and internal opportunities within Capgemini group. You will also get personalized career guidance from our leaders.
- You will get comprehensive wellness benefits including health checks, telemedicine, insurance with top-ups, elder care, partner coverage or new parent support via flexible work.
- 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 an AI-powered global business and technology transformation partner, delivering tangible business value. We imagine the future of organizations and make it real with AI, technology and people. With our strong heritage of nearly 60 years, we are a responsible and diverse group of 420,000 team members in more than 50 countries. We deliver end-to-end services and solutions with our deep industry expertise and strong partner ecosystem, leveraging our capabilities across strategy, technology, design, engineering and business operations. The Group reported 2024 global revenues of €22.1 billion. Make it real | www.capgemini.com
Not included in the source posting: qualifications, benefits.
Skills
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