Senior Data Scientist - Demand Forecasting

o9 Solutions, Inc.Bengaluru, Karnataka, India

19 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 • Bengaluru, Karnataka, India

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