01 Oct
|
o9 Solutions
|
Bengaluru
01 Oct
o9 Solutions
Bengaluru
Job Description
Job Title: Senior Data Scientist - Demand Forecasting
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nWhat you’ll do for us:
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- Apply a variety of machine learning techniques (clustering, regression, ensemble learning, neural nets, time series, optimizations etc.) to their real-world advantages/drawbacksn
- Develop and/or optimize models for demand sensing/forecasting, optimization (Heuristic, LP, GA etc), Anomaly detection, Simulation and stochastic models, Market Intelligence etc.n
- Use latest advancements in AI/ML to solve business problemsn
- Analyze problems by synthesizing complex information, evaluating alternate methods, and articulating the result with the relevant assumptions/reasonsn
- Application of common business metrics (Forecast Accuracy, Bias, MAPE) and the ability to generate current ones as needed.n
- Develop or optimize modules to call web services for real time integration with externa systemsn
- Work collaboratively with Clients, Project Management, Solution Architects, Consultants and Data Engineers to ensure successful delivery of o9 projectsn
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nWhat you’ll have:
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- Experience: 3+ Years of 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. n
- 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.n
- Should be from a statistical background.n
- Education: Bachelors Degree in Computer Science, Mathematics, Statistics, Economics, Engineering or related fieldn
- Languages: Python and/or R for Data Sciencen
- Skills: Deep Knowledge of statistical and machine learning algorithms, building scalable ML frameworks, identifying and collecting relevant input data, feature engineering, tuning, and testing.n
- Characteristics: Independent thinkers Strong presentation and communications ski
📌 Senior Data Scientist (Bengaluru)
🏢 o9 Solutions
📍 Bengaluru