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ML Engineering Lead

Posted 2024-11-22

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πŸ’Ž Seniority level: Lead, 5+ years

πŸ“ Location: Brazil

πŸ” Industry: Machine Learning

🏒 Company: Remotebase

⏳ Experience: 5+ years

πŸͺ„ Skills: LeadershipNode.jsPythonSoftware DevelopmentElasticSearchGitKerasMachine LearningPyTorchTypeScriptElasticsearchTensorflowCommunication SkillsAnalytical SkillsCollaborationProblem SolvingMentoring

Requirements:
  • 5+ years of experience in software engineering, with a focus on machine learning.
  • Good understanding of recent developments in NLP, including transformers, language models, question answering, and information retrieval.
  • Ability to work independently as the sole ML engineer on a team.
  • Experience training and deploying models to production systems.
  • Exceptional problem-solving skills and creativity in overcoming technical challenges.
Responsibilities:
  • Design, develop, deploy and maintain ML models in production for information extraction, categorization, measuring quality and accuracy, summarization, and ranking.
  • Gather data sets across the platform and the web.
  • Keep up to date with latest ML, LLM, and NLP research.
  • Work closely with the CTO and other technical staff to design, implement, and monitor robust AI-based systems.
  • Collaborate to troubleshoot issues, optimize performance, and improve reliability.
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