06 Sep
|
o9 Solutions
|
Bengaluru
06 Sep
o9 Solutions
Bengaluru
Job Description Job Title: Lead / Senior Data Scientist -Retail Demand Forecasting
N nWhat you’ll do for us:
N
- n
- Apply a variety of machine learning techniques (clustering, regression, ensemble learning, neural nets, time series, optimizations etc.) to their real-world advantages/drawbacks N
- Develop and/or optimizemodels for demand sensing/forecasting, optimization (Heuristic, LP, GA etc), Anomaly detection, Simulation and stochastic models, Market Intelligence etc. N
- Use latest advancementsin AI/ML to solve business problems N
- Analyze problems by synthesizing complex information, evaluating alternate methods, and articulating the result with the relevant assumptions/reasons N
- 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 systems N
- Work collaboratively with Clients, Project Management, Solution Architects, Consultants and Data Engineers to ensure successful delivery of o9 projects N
n nWhat you’ll have:
N
- n
- 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 field N
- Languages: Python and/or R for Data Science N
- 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 presentati
📌 Lead/Senior Data Scientist (Bengaluru)
🏢 o9 Solutions
📍 Bengaluru