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ML Team Lead (Technical Product Manager)

Limassol
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Responsibilities

  • Team leading the ML department
  • Prioritize and set the roadmap for the ML department based on business goals and the capacity of all involved teams.
  • Design and refine algorithms for personalized content recommendations, enhancing user engagement and platform growth.
  • Innovate and propose ideas in content rotation strategies, using multi-armed bandit algorithms and exploring alternative approaches to maximize viewer engagement and content creators exposure.
  • Advance computer vision capabilities to monitor, analyze, and categorize content effectively.
  • User behaviour analysis for churn and fraud prevention.
  • Find effective solutions how to integrate machine learning techniques across various projects to drive improvements in user experience and key product metrics.
  • Collaborate with product teams to seamlessly integrate machine learning models into products’s platform.
  • Work closely with ML Tech Lead to make sure we can achieve business goals in the most effective way.
  • Set and track performance metrics to align the department’s objectives with overall business goals.
  • Stay on track with the latest developments in machine learning and related fields, applying cutting-edge research to practical applications within our platform.

Requirements

  • Master’s or Ph.D. in Computer Science, Machine Learning, Statistics, or a related field.
  • Minimum of 5 years of experience in machine learning, with at least 2 years in a leadership role.
  • Proven track record in designing/developing recommendation systems and/or content optimization algorithms.
  • Proven track record in effective integration of computer vision technologies would be a plus.
  • Understanding ML algorithms and state-of-the-art approaches in recommender systems, computer vision and other A.I. fields.
  • Basic SQL, Good knowledge of Python and experience with machine deep learning frameworks (e.g., PyTorch, JAX).
  • Understanding of AB tests, and statistics.
  • Understanding common ML business tasks, goals and metrics.
  • Understanding ML lifecycle
  • Excellent leadership and communication skills, capable of motivating and guiding a team towards achieving strategic objectives.
  • Understanding the unique challenges and specifics in a video streaming environment like Youtube, Twitch, Trovo would be a plus.

Conditions

  • Full relocation package (tickets to Limassol for you and your family, taxi to the office, apartments for the first month at our expense).
  • The equipped office in the center of the city.
  • 300 days of sunshine a year, Mediterranean coast, fruits, and a friendly atmosphere.
  • A steep springboard for personal and professional growth.
  • Employment contract under EU law, fully white salary, work visa for 3 years, company support in obtaining work visas for family members.
  • The individual development plan, courses from different platforms that you like.
  • Any conference around the world (we will pay for participation and organize logistics once a year).
  • Language courses, mindfulness webinars, corporate discounts on Coursera and other platforms, corporate incentive programs;
  • Free catering in the office, and a free cafeteria with a health bar.
  • Ability to work remotely up to 2 months a year;
  • Medical insurance for the whole family, mobile package, support with the purchase of a car, and covering of school/kindergartens expenses.
  • New MacBook / iMac and other equipment at your request.
  • The possibility of self-realization, and the possibility to influence technical decisions making.
  • Big friendly community, IT international teams, corporate events, team buildings, and hackathons.
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