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Lead Machine Learning Engineer

Lead Machine Learning Engineer

ConfidentialBengaluru / Bangalore
30+ days ago
Job description

Key Responsibilities :

  • Team Leadership & Hiring :
  • Lead recruitment efforts for Machine Learning Engineers (MLEs) within GCC IN.
  • Support talent acquisition for other Data Technology functions.
  • Build and retain a high-performing team of ML Engineers.
  • Coaching & Development :
  • Mentor and coach team members to foster technical excellence.
  • Cultivate a high-impact, collaborative engineering culture.
  • ML Standards & Best Practices :
  • Contribute to the definition and implementation of ML standards within Haleon's AI leadership team.
  • Promote engineering best practices across the ML lifecycle.
  • Project Portfolio Management :
  • Coordinate and manage competing priorities across Haleon's AI project portfolio.
  • Ensure timely, scalable delivery of AI solutions.
  • Model Productionisation & Deployment :
  • Lead efforts to scale ML models from prototype to production.
  • Oversee robust, secure, and automated data pipelines and monitoring frameworks.
  • Performance Monitoring & KPIs :
  • Define and manage KPIs and diagnostics to evaluate model performance.
  • Align model outputs with business objectives.
  • Responsible AI Implementation :
  • Ensure model development adheres to Haleon's Responsible AI policy.
  • Lead initiatives for explainability, bias mitigation, security, and documentation.
  • AI Cost & Sustainability :
  • Manage production costs and promote sustainability across the AI portfolio.
  • Optimize infrastructure and operational efficiency of deployed ML solutions.
  • Vendor & Partner Management :
  • Build and maintain strategic relationships with 3rd-party ML Ops vendors and technology partners.

Minimum Qualifications :

  • Experience :
  • 13+ years total professional experience.
  • At least 5 years in a Machine Learning Engineering (MLE) role.
  • Minimum 2 years in a technical leadership position.
  • Education :
  • Bachelor's degree (BSc) in Mathematics, Science, Computational Engineering, or a related field.
  • Preferred Qualifications :

  • Experience :
  • 8+ years in an MLE role, including 4+ years in a leadership capacity.
  • Education :
  • Master's degree (MSc) or Ph.D. in a quantitative or engineering discipline.
  • Skills Required

    Recruitment, Version Control, Supply Chain, Forecasting, Machine Learning, Data Science, Monitoring

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