18 days ago
Dallas, TX, USAMid Level
H1B sponsor
Base Salary
$70k - $85k/yr
Responsibilities
- Put machine learning and generative AI models into production and provide ongoing support.
- Build and manage ML infrastructure, pipelines, platforms, and tools for distributed applications.
- 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 LLM systems.
- Develop clean, efficient, reusable software and APIs for integrating models into applications.
- Use cloud computing platforms to deploy and scale machine learning models.
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.
- Experience using Docker to create reproducible and scalable environments.
- Advanced knowledge of machine learning models and large language models.
- Experience implementing LLMs with vector databases and Retrieval-Augmented Generation, as well as tuning models.
- Experience deploying generative AI models into production and supporting them.
- Familiarity with AWS, Google Cloud, or Azure for model deployment and scaling.
- Strong software engineering skills, including the ability to write clean, efficient, reusable code.
- Experience developing and using APIs.
- Experience with Python, TypeScript, Transformers, PyTorch, Jenkins, Git, vLLM, and LangGraph.
Benefits
- Onsite work in Westlake, Texas.
- Paid time off, including 12–25 vacation days depending on employee grade, company holidays, personal days, and sick leave.
- Medical, dental, and vision coverage, or provincial healthcare coordination in Canada.
- Retirement savings plans such as 401(k) in the U.S. or RRSP in Canada.
- Life and disability insurance.
- Employee assistance programs and other benefits subject to local policy and eligibility.
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.