Data Scientist, Senior @ o9 Solutions

Apply a variety of machine learning techniques (clustering, regression, ensemble learning, neural nets, time series, optimizations etc) to their real-world problems
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 external 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: 2+ 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, SQL
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: