AdTechTalent
Data Science2 months 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, 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

Ready to take the next step in your career? Click the button below to continue to the application process.

Similar jobs

More roles worth a look

Related opportunities based on specialty and working model so candidates can keep momentum.