4 days ago
Base Salary
$90k - $97k/yr
Responsibilities
- Design and develop AI systems, algorithms, and machine learning models for industry-specific challenges.
- Build, train, tune, deploy, and support production machine learning and generative AI models.
- Implement LLM solutions using vector databases, Retrieval-Augmented Generation, and tools such as LangChain.
- Validate solution architectures for LLMs and optimize AI system performance using statistical analysis and large datasets.
- Use MLOps tools to manage machine learning model lifecycles and automate AI-driven workflows.
- Collaborate with data scientists, product managers, and stakeholders to align AI solutions with business objectives.
- Develop prototypes, troubleshoot AI applications, and stay current with emerging AI technologies and frameworks.
Requirements
- At least 5 years of hands-on experience in AI development, data analysis, and machine learning techniques.
- Expertise in conversational AI, LLMs, NLP, machine learning, and building and deploying production AI solutions.
- Experience putting machine learning and generative AI models into production and supporting them after deployment.
- Experience with MLflow or similar tools for machine learning model lifecycle management.
- Advanced knowledge of machine learning models and LLMs, including use of LangChain or a similar tool.
- Experience implementing LLMs with vector databases and RAG, tuning models, and using GPTs, Llama, or other LLMs.
- Ability to validate LLM solution architectures and write clean, efficient, reusable code.
- Familiarity with AWS, Google Cloud, or Azure for model deployment and scaling.
- Experience using TensorFlow and PyTorch for machine learning tasks such as NLP, computer vision, or robotics.
Benefits
- Paid time off, including 12–25 vacation days depending on employee grade, company-paid 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 based on local policy and eligibility.
- Regular full-time employees receive a comprehensive, non-negotiable benefits package.
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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.