Machine Learning Team Lead

3 weeks ago


Pune, Maharashtra, India PubMatic Full time

About the Role

PubMatic is seeking an exceptional engineering leader to head the Machine Learning Team in India and drive the development of next-generation machine learning solutions.

The ideal candidate will have a proven track record of inspiring and mentoring talented machine learning engineers, collaborating with product and engineering leaders, and delivering solutions with strategic planning across multiple functional groups.

Responsibilities

  • Collaborate with product and engineering leaders to deliver solutions with strategic planning across multiple functional groups
  • Proven ability to inspire, mentor, and develop team members to deliver value consistently
  • Good experience in software design and architecture
  • Good experience in building complex and scalable Machine Learning solutions
  • Distinctive problem-solving skills and impeccable business judgment
  • Perform code and design reviews
  • Research, learn, design, and build scalable Machine Learning workflows
  • Demonstrate ownership and commitment
  • Demonstrate excellent verbal and written communication skills
  • Perform deep dive analysis to understand and optimize the key product KPIs
  • Apply statistics, modeling, and machine learning to improve the efficiency of systems and relevance algorithms across our business application products
  • Conduct data analysis to make product recommendations and design A/B experiments
  • Partner with Product and Engineering teams to solve problems and identify trends and opportunities

Requirements

  • BA/BS or MS degree with emphasis on coursework of a quantitative nature (e.g., Statistics, Computer Science, Engineering, Mathematics, Data Sciences)
  • 3+ years of hands-on experience with design + implementation of Machine Learning models for solving business problems with statistical packages, such as R, MATLAB, Python (NumPy, Scikit-learn + Pandas) or MLlib
  • Experience with articulating product questions and using statistics to arrive at an answer
  • Experience with scripting in SQL - extracting large data sets and design of ETL flows
  • Work experience in an inter-disciplinary/cross-functional field
  • Experience in Big Data (spark, AWS platforms and Advertising will be good to have
  • Deep interest and aptitude in data, metrics, analysis, trends and applied knowledge of measurement, statistics and program evaluation
  • Capable of translating analysis results into business recommendations

What We Offer

PubMatic employees throughout the globe have returned to our offices via a hybrid work schedule (3 days "in office" and 2 days "working remotely") that is intended to maximize collaboration, innovation, and productivity among teams and across functions.



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