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Senior Machine Learning Engineer

Explore Group Portugal
Remote
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AI Summary

Join Sword Health's engineering team as a Senior Machine Learning Engineer to build, optimize, and deploy production-grade AI/ML systems and advanced pipelines. Strong background in Computer Vision, NLP, and Generative AI required. Production experience with PyTorch, Hugging Face, and cloud ML infrastructure.

Key Highlights
Design, build, and deploy end-to-end Machine Learning pipelines and production systems
Work hands-on with Retrieval-Augmented Generation (RAG) architectures
Implement multimodal algorithms, deep learning models, and automated document/data extraction solutions
Key Responsibilities
AI/ML Systems Development
LLMs & GenAI
Computer Vision & NLP
MLOps & Evaluation
Technical Skills Required
Python PyTorch Hugging Face
Benefits & Perks
Fully remote work
B2B contract

Job Description


ML Engineer (B2B Contract)

Location: Fully Remote ( Portugal preferred)

Type: B2B Contract


About the Role

We are looking for a Senior Machine Learning Engineer to join Sword Health’s engineering team. You will be responsible for building, optimising, and deploying production-grade AI/ML systems and advanced pipelines to power our digital healthcare platform.


Key Responsibilities

  • AI/ML Systems Development: Design, build, and deploy end-to-end Machine Learning pipelines and production systems.
  • LLMs & GenAI: Work hands-on with Retrieval-Augmented Generation (RAG) architectures, multi-agent workflows, prompt engineering, and model fine-tuning (SFT/DPO).
  • Computer Vision & NLP: Implement multimodal algorithms, deep learning models, and automated document/data extraction solutions.
  • MLOps & Evaluation: Implement robust evaluation frameworks, observability, and tracing (e.g., LangSmith, Prometheus/Grafana) to monitor model performance and prevent drift.


Requirements

  • Strong background in Computer Vision, NLP, and Generative AI.
  • Production experience with PyTorch, Hugging Face, LangChain/LangGraph, and cloud ML infrastructure.
  • Proven track record in optimising LLM inference, vector retrieval, and data processing throughput.
  • Based in Europe, with a preference for candidates residing in Portugal.



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