Senior AI/ML Engineer
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Job Description
Senior AI/ML Engineer building AI platform using MongoDB and Nest.js at Career TEAM. Shaping AI best practices and collaborating with a diverse team.
Responsibilities:
- Help build our AI platform using MongoDB and Nest.js.
- Coding (writing, reviewing, testing, deploying) is at the heart of what we do.
- Participate in regular Scrum ceremonies and work closely with the team to integrate AI capabilities seamlessly into our application.
- Help define our AI best practices and governance frameworks to ensure our AI usage is both effective and ethical.
- Opportunity to shape our platform’s direction and experiment with new ideas.
Requirements:
- Bachelor’s degree (or equivalent) in computer science, information technology, or engineering;
- 5+ years of experience developing with TypeScript stack or equivalent;
- 2+ years of experience productionizing LLMs for RAG, Agents, and Multi-Modal Systems.
- Strong analytical & problem-solving skills, effective collaboration & communication skills;
- Experience with LLM agents, fine-tuning, multi-modal models, and prompt engineering;
- Commitment to ethical AI practices and compliance with AI governance standards;
- Solid foundation in AI theory and foundational concepts, such as basic linear algebra concepts (vectors, vector spaces), dimensionality reduction techniques, and model evaluation methods.
- Familiarity with the computational complexity of vector search, tokenization, embedding generation, and large-scale model inference.
- Exposure to VSCode, Postman, GitHub, Vector Databases, and Docker;
- Exposure to building end-to-end systems optimized for speed and scale;
- Exposure to React/Next, Express/Nest, MongoDB, NodeJS, and TypeScript;
- Exposure to developing & deploying RESTful APIs.
Benefits:
- Health insurance
- 401(k) matching
- Flexible work hours
- Paid time off
- Professional development opportunities
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