Lead Data Scientist - Demand Forecasting
- o9 Solutions
- 7 - 12 years
- Bengaluru
- 1 month ago
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Job Description
Own End to end discovery, design, configuration, testing and deployment of analytical models and communication with internal and external stakeholders
Identify relevant internal and external data sources Recommend and oversee appropriate statistical, ML and predictive modeling concepts
Identify relevant internal and external data sources Recommend and oversee appropriate statistical, ML and predictive modeling concepts
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: 7+ 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, builng 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
Job Classification
Industry: Film / Music / EntertainmentFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: o9 SolutionsLocation(s): Bengaluru+ View Contact
Keyskills: Supply chain Demand planning data science Simulation Project management Analytical Demand forecasting Market intelligence Operations SQL
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o9 Solutions
We help improve and integrate all core planning processes of an organization in one smart.simple.fun management system.
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