Actively Hiring
O9
Senior Data Scientist
o9 Solutions, Inc.
Bengaluru
Skills:
Data Science
Job Description
Job Title: Senior Data Scientist
Company: o9 Solutions, Inc.
Job Category: Data Science
Roles & Responsibilities:
* Apply a variety of machine learning techniques (clustering, regression, ensemble learning, neural nets, time series, optimizations etc.) to their real\-world advantages/drawbacks
* 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
Work Location: Bengaluru, Karnataka, India
Availability: Full time
Requirements
* 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.
* 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.
* Education: 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.
* 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
* Competitive salary with stock options to eligible candidates
* Flat organization: With a very strong entrepreneurial culture (and no corporate politics)
* Great people and unlimited fun at work
* Possibility to make a difference in a scale\-up environment.
* Opportunity to travel onsite in specific phases depending on project requirements.
* Support network: Work with a team you can learn from everyday.
* Diversity: We pride ourselves on our international working environment.
* Work\-Life Balance: https://youtu.be/IHSZeUPATBA?feature\=shared
* Feel part of A team: https://youtu.be/QbjtgaCyhes?feature\=shared
Key Skills: Data Science
Salary: Not disclosed