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ML Practice Leader (Team Lead)
ML Practice Leader (Team Lead)Provectus • Riverside, CA, US
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ML Practice Leader (Team Lead)

ML Practice Leader (Team Lead)

Provectus • Riverside, CA, US
[job_card.30_days_ago]
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  • [job_card.full_time]
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ML Practice Leader (Team Lead)

Ukraine / Poland / Armenia / Serbia / Slovakia / Spain / Romania

Engineering ML practice - David Sarkisyan / Remote

A Practice Leader is the first point of contact for their direct reports, and they liaise and relay information between senior leaders, HR, and engineers. The role of a Practice Leader is probably the most important because this is the first line of people management, and it provides things to be done. On the one hand, a PL is a part of the Practice, so this person must be at least senior-level in their specialty. On the other hand, a Practice Leader is a people manager.

The Complete List of Requirements Looks Like the Following :

  • Practical experience and strong understanding of Python patterns & best practices.
  • Strong understanding of ML project lifecycle.
  • Practical experience with creating training datasets involving human annotators.
  • Experience with writing Deep Learning models from scratch.
  • Experience in >

1 of the following areas : NLP, CV, forecasting, recommender systems.

  • Strong experience with agentic workflows, RAG architecture, and GraphRAG.
  • Experience and in-depth understanding of transformers.
  • Practical experience with / AWS / other cloud / open source alternatives / MLOps platforms, frameworks, and libraries.
  • Practical experience with model post-production & maintenance : model and data monitoring, retraining automation, etc.
  • Ability to make reusable components of ML pipelines.
  • Practical experience with a variety of data sources (OLTP, OLAP, DataLake, Streaming).
  • Experience in DataOps or ML / MLOps would be a significant plus.
  • Ability to explain decisions, status, and roadmap to non-technical customer representatives.
  • Experience in team / department leadership.
  • Ability to teach and mentor. The role assumes providing employees with their career path and helping them achieve goals.
  • Diplomatic skills. It means more than just "communication skills" and includes ethics, empathy, compassion, and the ability to resolve conflicts.
  • Calmness. People are complicated, and you need to be ready for any objectives or misunderstandings.

    • Responsibilities :

  • Build effective teams.
  • Participate in meetups, conferences, and build community.
  • Share best practices and culture with the team.
  • Mentor engineers, coach Team Leads, and encourage others to share knowledge.
  • Have technical excellence and be an influencer in different teams / projects.
  • Hire and onboard newcomers.
  • Conduct performance reviews, 1-on-1 meetings.
  • Identify and address team gaps in knowledge.
  • Evaluate, improve, and maintain processes.
  • Collaborate with other managers across the company.
  • Communicate and follow the companys mission, vision, and values.
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