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The Portfolio Group

Machine Learning Engineer

The Portfolio Group
United Kingdom · Full-time · Associate

An exceptional opportunity to join an innovative, high-growth organisation shaping the future of AI-powered automation and digital interaction.


We’re seeking a Machine Learning Engineer with full-stack development experience to work on cutting-edge projects involving Generative AI, Retrieval-Augmented Generation (RAG), and multi-agent reasoning frameworks.


This is a hands-on, end-to-end engineering role with impact across the full ML lifecycle – from experimentation to deployment.


  • Conversational AI & Reasoning: Design, fine-tune, and deploy advanced LLMs with agentic capabilities
  • RAG Pipelines: Build and optimise scalable pipelines for structured and unstructured data retrieval
  • LLM Training & Fine-Tuning: Use methods like LoRA, QLoRA, SFT, PEFT, and RLHF
  • Inference & Acceleration: Serve models using vLLM, DeepSpeed, Triton, TensorRT
  • Multi-Agent Orchestration: Work with LangChain, AutoGen, CrewAI, DSPy and similar tools
  • Cloud & MLOps (AWS): Deploy with SageMaker, Bedrock, Lambda, S3, ECS, EKS
  • Full-Stack Integration: Build APIs (FastAPI, Flask) and integrate with React, TypeScript, Node.js
  • Vector Search: Use FAISS, Weaviate, Pinecone, ChromaDB, OpenSearch


Required skills & experience:


  • 3–5+ years of experience in ML engineering and software development
  • Deep Python proficiency, with PyTorch, TensorFlow or Hugging Face
  • Proven experience with LLMs, RAG, and deploying cloud-native AI on AWS
  • Strong full-stack skills (React, TypeScript, Node.js) and API development
  • Familiarity with vector databases and multi-agent frameworks


Apply now to join this high growth and award-winning organisation with the opportunity to be part of building the future of AI driven projects and solutions. The role offers a highly competitive salary and benefits package and will be office based in London.

Key Skills

Ranked by relevance

ai typescript react tensorflow deepspeed fastapi pytorch python flask cloud mlops ecs pan s3
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Posted
May 29, 2025
Type
Full-time
Level
Associate
Location
London Area

Industries

Business Consulting Services Software Development IT System Custom Software Development

Categories

Information Technology

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