AdTechTalent
Data Science15 days agoHybrid

PubMatic

Senior Machine Learning Engineer

machine learningstatisticsdata analysisA/B testingSQLPythonRMATLABETLdata scienceproduct analytics

Key details

Salary

Not specified

Employment type

Full-time

Seniority

Senior

Years experience

5-10

Location

Pune, Maharashtra, India

Full job description

Senior Machine Learning Engineer role based in Pune with a hybrid work schedule. Responsibilities include performing deep analysis to optimize product KPIs, applying statistics and machine learning to improve system efficiency, conducting data analysis for product recommendations and A/B testing, and collaborating with Product and Engineering teams. Requires 5+ years experience designing ML models using R, MATLAB, Python (NumPy, Scikit-learn, Pandas), or MLlib, proficiency in SQL for data extraction and ETL design, and a bachelor's degree in engineering (CS/IT) or equivalent. Benefits include parental leave, healthcare insurance, broadband reimbursement, and office amenities.

What you'll do

  • 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 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.
  • Collaborate with cross-functional stakeholders to understand business needs, formulate and complete end-to-end analysis including data gathering, analysis, ongoing scaled deliverables and presentations.

Requirements

  • Five plus years of hands-on experience designing Machine Learning models to solve 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 designing ETL flows.
  • Work experience in an inter-disciplinary/cross-functional field.
  • Deep interest and aptitude in data, metrics, analysis, and trends, and applied knowledge of measurement, statistics, and program evaluation.
  • Distinctive problem-solving skills and impeccable business judgment.
  • Capable of translating analysis results into business recommendations.
  • Bachelor’s degree in engineering (CS / IT) or equivalent degree from well-known Institutes / Universities.

Tech stack

RMATLABPythonNumPyScikit-learnPandasMLlibSQL

Benefits

Paternity/maternity leaveHealthcare insuranceBroadband reimbursementKitchen with healthy snacks and drinksCatered lunches

Apply now

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