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Base Camp Digital

Machine Learning Engineer (LLM)

Department
Engineering
Job Type / Location
remote
Experience Required
8+ years
Posted On

About the Role

This is a permanent, remote position within a startup environment, focusing on Full-Stack Engineering with a strong affinity for Large Language Models (LLMs).

Requirements and Responsibilities

Technical Skills:

  • Programming languages: Python.
  • Frontend: React.
  • Backend: Django, FastAPI/Flask.
  • Experience running LLMs and associated tools.
  • Running open-source models such as LLama, Mistral on GPU-powered VMs.
  • Fine-tuning foundational models such as the above.
  • RAG search.
  • Experience using LLMs to solve business challenges.
  • System Environment: Debian machines.

Responsibilities:

  • Developing new features and fixing bugs on our LLM stack.
  • Research and Development on our LLM stack.
  • Improving system reliability for our LLM infrastructure.
  • Automating manual tasks.
  • Server management.

Project Management:

  • Methodology: Kanban.
  • Approach: Flexible and adaptive to process improvements.

Experience:

  • At least 8 years as a full-stack developer, having brought multiple projects successfully to market in a senior or leadership role.
  • 1 year of experience working with LLMs.

View Assessment Process

Think you'll be a good fit?