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Senior Data Scientist - Demand Forecasting

Senior Data Scientist - Demand Forecasting

o9 Solutions, Inc.Bangalore Urban, Karnataka, India
15 days ago
Job description

Role : Senior Data Scientist (Demand Forecasting)

Location : Bangalore (Hybrid)

What you’ll do for us :

  • Apply a variety of machine learning techniques (clustering, regression, ensemble learning, neural nets, time series, optimizations etc.) to their real-world

advantages / drawbacks

  • Develop and / or optimize models for demand sensing / forecasting, optimization (Heuristic, LP, GA etc), Anomaly detection, Simulation and stochastic models, Market
  • Intelligence etc.

  • Use latest advancements in AI / ML to solve business problems
  • Examine problems by synthesizing complex information, evaluating alternate methods, and articulating the result with the relevant assumptions / reasons
  • Application of common business metrics (Forecast Accuracy, Bias, MAPE) and the ability to generate new ones as needed.
  • Develop or optimize modules to call web services for real time integration with externa systems
  • Work collaboratively with Clients, Project Management, Solution Architects, Consultants and Data Engineers to ensure successful delivery of o9 projects
  • What you’ll have :

  • Experience : 4 Years to 8 Years. Experience in time series forecasting in scale using heuristic-based hierarchical best-fit models using algorithms like exponential smoothing, ARIMA, prophet and custom parameter tuning.
  • Experience in applied analytical methods in the field of Supply chain and planning, like demand planning, supply planning, market intelligence, optimal
  • assortments / pricing / inventory etc.

  • Education : Bachelors Degree in Computer Science, Mathematics, Statistics, Economics, Engineering or related field
  • Languages : Python and / or R for Data Science
  • Skills : Deep Knowledge of statistical and machine learning algorithms, building scalable ML frameworks, identifying and collecting relevant input data, feature engineering, tuning, and testing.
  • Characteristics : Strong presentation and communications skills
  • We really value team spirit : Transparency and frequent communication is key. At o9, this is not limited by hierarchy, distance, or function.
  • What we’ll do for you :

  • Competitive salary
  • Tech tools : Complementary PC laptop.
  • Flexibility : Work from home two days a week. Get up a bit later, skip the commute and put the time back into your deadlines.
  • Get social : When we work from home, we play from home with fun after-work activities like Social Fridays. If you’re in the office, feel free to join these events in person.
  • Flat organization : With a very strong entrepreneurial culture (and no corporate politics).
  • Support network : Work with a team you can learn from and every day.
  • Diversity : We pride ourselves on our international working environment.
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    Senior Data Scientist • Bangalore Urban, Karnataka, India

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