15 days ago
Dallas, TX, USAMid Level
H1B sponsor
Base Salary
$70k - $85k/yr
Responsibilities
- Deploy, scale, and support machine learning and generative AI models in production.
- Build and maintain ML infrastructure, pipelines, platforms, and tools.
- Implement LLM solutions using vector databases, Retrieval-Augmented Generation, model tuning, GPT or Llama models, and LangChain or similar tools.
- Perform solution architecture validation for LLMs.
- Create reproducible and scalable environments using Docker.
- Develop clean, efficient, reusable software and integrate models with applications through APIs.
Requirements
- At least 3 years of experience putting machine learning models into production.
- Experience with MLflow or similar tools for machine learning model lifecycle management.
- Advanced knowledge of machine learning models and large language models.
- Experience implementing LLMs with vector databases, RAG, and model tuning.
- Experience with generative AI operations and supporting generative AI models in production.
- Familiarity with AWS, Google Cloud, or Azure for model deployment and scaling.
- Experience with Docker, APIs, and software engineering.
- Knowledge of AWS, distributed applications, ML infrastructure, pipelines, platforms and tools, Python, TypeScript, Transformers, PyTorch, Jenkins, Git, vLLM, and LangGraph.
Benefits
- Paid time off, including 12-25 vacation days depending on employee grade, company holidays, personal days, and sick leave.
- Medical, dental, and vision coverage.
- Retirement savings plans such as 401(k) in the U.S. or RRSP in Canada.
- Life and disability insurance and employee assistance programs.
- The position is onsite in Westlake, Texas.
- Regular full-time employees receive a comprehensive, non-negotiable benefits package.
Categories
About Capgemini
Capgemini is a global IT services and consulting firm that delivers strategy, cloud, AI, software engineering, and managed services to large enterprises and public-sector clients. Founded in 1967 and headquartered in Paris, it is publicly traded on Euronext Paris and operates in 50+ countries. The group expanded its engineering capabilities by acquiring Altran in 2020, now operating as Capgemini Engineering.