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Machine Learning Engineer (Europe-based, remote)

Posted 2024-11-09

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📍 Location: Europe

🔍 Industry: Meeting management software

🏢 Company: SHERPANY

🗣️ Languages: English

🪄 Skills: DockerPythonKubernetesMachine LearningData science

Requirements:
  • Strong background in ML and NLP with proven experience, preferably in self-hosted LLMs (e.g. LLaMA).
  • Proficiency in backend engineering, especially in Python and building scalable API integrations.
  • Skilled in Docker and Kubernetes/similar for model deployment within on-prem infrastructure.
  • Experience with data pipelines, logging, and monitoring for large-scale ML models.
  • Solution-oriented team player with proactive, autonomous work style.
  • Strong communication skills, both verbal and written, in English.
Responsibilities:
  • Develop, deploy, and optimize self-hosted ML pipelines focusing on LLM and NLP model performance.
  • Collaborate with backend, security, and DevOps teams to align LLM model architecture with infrastructure.
  • Design workflows for prompt templating, orchestration, and optimization of LLMs for product features.
  • Manage model performance monitoring, logging, and fine-tuning for continuous improvements.
  • Develop backend solutions that interface securely with ML models for efficient API performance and scaling.
  • Translate data science insights into actionable products.
  • Stay current with AI/ML developments and apply best practices.
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