job description:
What you’ll do for us
â Apply a variety of machine learning techniques (clustering, regression, ensemble
â learning, neural nets, time series, optimizations etc.) to their real-world problems
â Develop and/or optimize models for demand sensing/forecasting, optimization
â (Heuristic, LP, GA etc), Anomaly detection, Simulation and stochastic models, Market
Intelligence etc.
â 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.
â Develop or optimize modules to call web services for real time integration with external
systems
â Work collaboratively with Clients, Project Management, Solution Architects, Consultants and
Data Engineers to ensure successful delivery of o9 projects.
What you’ll have
â Experience: 3+ 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..
â Education: Master’s Degree. Degrees in the following fields: Operations Research,
Mathematics, Science, Engineering, Business Administration, Business Analytics,
Computer Science, or related fields (including Supply Chain Engineering).
Skills:
â 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.
â Education: Bachelors Degree in Computer Science, Mathematics, Statistics, Economics,
Engineering or related field.
â Languages: Python and/or R for Data Science, SQL
âSkills: Deep Knowledge of statistical and machine learning algorithms, building scalable
ML frameworks, identifying and collecting relevant input data, feature engineering,
tuning, and testing.
Characteristics:
â Strong presentation and communications skills
â We really value team spirit: Transparency and frequent communication is key. At o9, this is
not limited by hierarchy, distance, or function.
â communication is key. At o9, this is not limited by hierarchy, distance, or function.
