Machine Learning Engineer, Brainpool LTD

Machine Learning Engineer, Brainpool LTD

Company Brainpool LTD
Job title Machine Learning Engineer
Job location Hybrid/Remote
Type Full Time

Responsibilities:

  • This role will involve working alongside the CTO, and a team of engineers, on various business engagements, such as client projects and internal company products.
  • Some examples of these engagements include client scoping programmes, and PoC/MVP software development.
  • A significant focus will be on building and optimizing Large Language Model (LLM) inferences and creating robust web services.
  • This includes developing event-driven and request-response systems to run RAG (Retrieval-Augmented Generation) answer generation pipelines, essential for delivering sophisticated AI-driven solutions.

Requirements & Skills:

  • Proficient in using Amazon Web Services(AWS) for cloud-based AI solution management and deployment.
  • Skilled in infrastructure as code for efficient cloud infrastructure setup using Terraform
  • Capable of orchestrating and managing containerized applications using Kubernetes
  • Experience with MLOps frameworks like Kubeflow, MLflow, Ray, and Spark is advantageous, facilitating efficient management and orchestration of machine learning workflows and scalable data processing.
  • Excellent programming skills (10 years+) in Python and/or C/C++ and familiarity with object-oriented programming.
  • Proficiency in git version control, branching, and code versioning.
  • Passionate about code quality, adhering to best practices for code quality, performance, testing, monitoring, documentation, CI/CD.
  • Experience working in an agile framework, defining functional and non-functional requirements and sprint tasks.
  • Strong communication skills with the ability to communicate with both technical and commercial people.

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