Lead Data Scientist Tower 02, Manyata Embassy Business Park India
2 weeks ago
Develop an in-depth understanding of the various systems and processes that influence Digital order fulfillment speed & costs.
Develop and deploy scalable and reproducible data science models for answering variety of business problems
Work hands on and actively partner across the team – defining business problem, formalize the problem algorithmically, data discovery to insights/predictions and prototype solutions
Analyze data to identify and propose feature enhancements. Design and implement features to improve scope of the product.
Develop and deploy modules to run simulations for testing and validating multiple scenarios to evaluate the impact of various fulfillment strategies
Add new capabilities and features to the simulation framework to reflect the complexities of an evolving digital fulfillment network
Adopt modular architecture and good software development/engineering practices to enhance the overall product performance and guide other team members
Produce clean, efficient code based on specifications
Work with the team to build and maintain complex software systems and tools
Coordinate the analysis, troubleshooting and resolution of issues in the models and software
Develop machine learning, optimization/statistical/Discrete event simulation models to answer problems for replenishment, inventory positioning/planning, product flow etc on large data. Integrate models into production code base with robust test coverage
Generate analyses and other project artefacts to document, archive, and communicate work and outcomes
Anticipate and Evaluate impact of Data science solutions on related projects as part of the developing complex data science algorithm/solutions for various business problems
Build self-service tools for error detection, diagnosis and predictive metrics.
Requirements:MS/PhD in Mathematics, Statistics, Operations Research, Industrial Engineering, Physics, Computer Science or other related fields
8+ years of relevant experience
Background in supply chain will be preferable but not mandatory
Experience in delivering quick POCs with iterative improvement in product outcomes
Strong analytical thinking and data visualization skills. Ability to creatively solve business problems, innovating new approaches where required
Hands-on experience in deploying ML models with large-scale impact in commercial setting
Deep understanding of data structures and algorithms
Experience working with large event-driven distributed systems and multi-threaded applications
Highly proficient in programming skills in Python, SQL, Hadoop/Hive, Spark. Additional knowledge of Scala, R, Java desired but not mandatory
Extensive experience in developing, refining, validating, deploying ML models to deliver measurable business outcomes
Good working knowledge of mathematical and statistical concepts, MILP, optimization, algorithms and computational complexity, data analysis, data mining, forecasting/predictive modeling, simulations, visualizations, and application of same in a variety of business problems
Excellent written and verbal communication skills
Able to produce reasonable documents/narrative suggesting actionable insights and recommendations
Passion for solving interesting and relevant real-world problems using Data science approach
Self-driven and results oriented. Willing to stretch to meet tight timelines.
Strong team player with ability to collaborate effectively across geographies/ time zones.
Ability to think quick and structure conversations in group setting
Why work with us at Target?You will work directly on the Data Science problems that have the most impact on Target's entire supply chain, forecasting and merchandising teams.
We love open source Many of our team members contribute to open source communities and get to do it during work time. We try to contribute back to our communities where we can and are grateful to be able to open source some of our own projects
We value diversity. We believe that diversity and inclusion is of core importance when try to create positive in-store experiences for our guests, and we think it is also critically important when building our teams.
We value our team members for who they are, not just what they can get done. We are parents, hobbyists, enthusiasts, family members, and community members, and can offer flexibility to our team members' schedules and work arrangements so that they can flourish both inside and outside of work.
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Bengaluru, India Target Full timeJOIN TARGET AS Lead Data Scientist – Digital Fulfillment Description: Target is an iconic brand, a Fortune 50 company and one of America’s leading retailers. Global Supply Chain and Logistics at Target is evolving at an incredible pace. We are constantly reimagining how we get the right product to the guests better, faster and more cost...
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Bengaluru, India Target Full timeAbout Us: As a Fortune 50 company with more than 350,000 team members worldwide, Target is an iconic brand and one of America's leading retailers. Working at Target means the opportunity to help all families discover the joy of everyday life. Caring for our communities is woven into who we are, and we invest in the places we collectively live, work and...
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