Senior/Lead Data Scientist - Demand Forecasting
o9 Solutions · Bangalore
Collected role description
Role overview
Senior/Lead Data Scientist - Demand Forecasting at o9 Solutions
Apply a variety of machine learning techniques (clustering, regression, ensemble learning, neural nets, time series, optimizations etc.) to their real-world advantages/drawbacks
Responsibilities
- for us:
- 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
- Analyze 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 externa systems
- Work collaboratively with Clients, Project Management, Solution Architects, Consultants and Data Engineers to ensure successful delivery of o9 projects
- What you’ll have:
Required qualifications
- 6+ 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.
- 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.
- Should be from a statistical background.
- Bachelors Degree in Computer Science, Mathematics, Statistics, Economics, Engineering or related field
- Languages: Python and/or R for Data Science
- 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: Independent thinkers 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.
Preferred qualifications and skills
- Experience with SQL, databases and ETL tools or similar is optional but preferred
- Exposure to distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, or related Big Data technologies
- Experience with Deep Learning frameworks such as Keras, Tensorflow or PyTorch is preferable
- Experience in implementing planning applications will be a plus
- Understanding of Supply Chain Concepts will be preferable
- Masters Degree in Computer Science, Applied Mathematics, Statistics, Engineering, Business Analytics, Operations, or related field
- More about us…
- At o9, transparency and open communication are at the core of our culture.
- Collaboration thrives across all levels—hierarchy, distance, or function never limit innovation or teamwork.
- Beyond work, we encourage volunteering opportunities, social impact initiatives, and diverse cultural celebrations.
- With a $3.7 billion valuation and a global presence across Dallas, Amsterdam, Barcelona, Madrid, London, Paris, Tokyo, Seoul, and Munich, o9 is among the fastest-growing technology companies in the world.
- Through our aim10x vision, we are committed to AI-powered management, driving 10x improvements in enterprise decision-making.
- Our Enterprise Knowledge Graph enables businesses to anticipate risks, adapt to market shifts, and gain real-time visibility.
- By automating millions of decisions and reducing manual interventions by up to 90%, we empower enterprises to drive profitable growth, reduce inefficiencies, and create lasting value.
- o9 is an equal-opportunity employer that values diversity and inclusion.
- We welcome applicants from all backgrounds, ensuring a fair and unbiased hiring process.
- Join us as we continue our growth journey!
Employment details
- Location: Bangalore [Karnataka] [India]
Additional role details
- Transforming the Future of Enterprise Planning
- At o9, our mission is to be the Most Value-Creating Platform for enterprises by transforming decision-making through our AI-first approach.
- By integrating siloed planning capabilities and capturing millions—even billions—in value leakage, we help businesses plan smarter and faster.
- This not only enhances operational efficiency but also reduces waste, leading to better outcomes for both businesses and the planet.
- Global leaders like Google, PepsiCo, Walmart, T-Mobile, AB InBev, and Starbucks trust o9 to optimize their supply chains.
- Job Title: Lead Data Scientist -Retail Demand Forecasting
Collected experience requirement
6 years