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Senior Data Scientist

External
Unity logoUnity · Tel Aviv, Israel
Full-timeOn-site1mo ago
A/B TestingDeep LearningPythonPyTorchScikit-learnUnity
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About the role

Join a high-impact ML team building state-of-the-art systems that optimize experiences for billions of users. You'll tackle challenging problems across diverse datasets - with the freedom to explore novel approaches and infrastructure to deploy them at scale. What Success Looks Like: Short-term: Ship your first production model with measurable impact within 3 months. Long-term: Own major ML initiatives end-to-end and introduce new methodologies that expand the team's capabilities.

Responsibilities

  • Elevate our technical bar with fresh ML perspectives. Shape our roadmap by identifying opportunities others miss. Your research skills keep us cutting-edge while your execution speed drives results.
  • What You'll Gain:
  • Work on real-time ML systems at scale with rich, diverse data
  • Autonomy to define problems and drive projects from idea to impact
  • Freedom to explore emerging techniques and expand your scope
  • Fast feedback loops through strong experimentation infrastructure
  • Join a high-impact ML team building state-of-the-art systems that optimize experiences for billions of users. You'll tackle challenging problems across diverse datasets - with the freedom to explore novel approaches and infrastructure to deploy them at scale.
  • What Success Looks Like:
  • Short-term: Ship your first production model with measurable impact within 3 months.
  • Long-term: Own major ML initiatives end-to-end and introduce new methodologies that expand the team's capabilities.
  • Elevate our technical bar with fresh ML perspectives. Shape our roadmap by identifying opportunities others miss. Your research skills keep us cutting-edge while your execution speed drives results.
  • What You'll Gain:
  • Work on real-time ML systems at scale with rich, diverse data
  • Autonomy to define problems and drive projects from idea to impact
  • Freedom to explore emerging techniques and expand your scope
  • Fast feedback loops through strong experimentation infrastructure

Requirements

  • Strong Deep Learning Expertise - Comprehensive knowledge of DL theory paired with the practical intuition gained from training many networks; comfortable working with SOTA pretrained models while understanding the underlying mechanics of convergence and scale.
  • Proven ability to deliver production ML models with measurable business impact - from problem definition through A/B testing -> deployment and outcome tracking
  • AI-Native Builder Mentality - Comfortable breaking conventional development cycles to build fast and ship often. You have a deep mastery of the modern GenAI stack for development, using it to automate the mundane and focus your cognitive load on high-level architecture and model performance.
  • Strong programming skills in Python and Deep Learning stack (PyTorch, scikit-learn, XGBoost) with ability to write clean, efficient code for production systems
  • Self-directed research capability - demonstrated ability to independently explore unfamiliar ML domains, synthesize technical literature, and implement novel approaches
  • Structured problem-solving methodology - ability to decompose complex business problems, design solution approaches, and communicate technical findings to stakeholders
  • You might also have
  • Positivity and enthusiasm
  • Additional information
  • Relocation support is not available for this position
  • Work visa/immigration sponsorship is not available for this position

Benefits

At Unity, we want our team members to thrive. We offer a wide range of benefits designed to support well-being and work-life balance.Please note: Benefits eligibility, specific offerings, and coverage vary based on the country and employment status.Life at UnityUnity is a proud equal opportunity employer. We are committed to fostering an inclusive, innovative environment and celebrate our employees across age, race, color, ancestHealth insurancePaid time offEquity / stock options

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