Associate Architect Machine Learning

3 weeks ago


Bengaluru, India Quantiphi Full time

Job Description:


Role: Associate Architect - Machine Learning Engineer (Time Series)

Experience Level: 5 to 8 Years

Work location: Mumbai, Bangalore & Trivandrum (Hybrid)



Role & Responsibilities:

  • Developing end to end solutions powered by AI/ML for use cases on a production scale projects beyond POC.
  • Generating insights with huge amount of data.
  • Communicate the analysis results effectively with the clients and internal stakeholders.
  • Responsible for developing, enhancing, modifying, optimizing and/or maintaining existing ML models to enhance the overall solution.
  • Strong stakeholder & team management skills .
  • Working closely with external stakeholders in defining requirements for ML use cases & enhancement of solution.


Skills expectation:

  • Hands-on coding experience, fluent in Python & SQL. Experience in Pyspark would be a plus
  • Great analytical skills with attention to details.
  • Expertise in ML algorithms such as Logistic regression, Cluster analysis, Decision trees, XGBoost, LightGBM, Statistical modeling & Predictive analysis.
  • Experience in Time Series forecasting using algorithms such as ARIMA, SARIMA, Prophet etc.
  • Experience working with scalable, highly-interactive, high-performance systems/projects (ML)
  • Must have experience in putting models in production.
  • Experience in post production deployment including MLOps would be a plus.
  • Prior experience in working with Retail/CPG domain would be a plus.



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