Senior Data Scientist

Key Skills

Azure, Gurobi, JIRA, PySpark, Python Programming, PyTorch, Scala Programming, Scikit-learn, Spark-SQL, SQL, TensorFlow

Job Description

You'll sweep us off our feet if...

You have experience in the development of supply chain solutions such as network planning, inventory placement, replenishment and fulfillment and transportation routing.

• You are skilled in Python. R, Scala are optional.
• You are skilled in at least one of the following optimization solvers: Cplex, Gurobi, CpOptimizer, Ilog Concert, DoCplex, GAMS, Lingo.
• You are experienced in Reinforcement Learning and Multi Agent Reinforcement Learning.
• You are experienced with operational research (OR), optimization, statistical modeling, neural nets. Familiar with ML frameworks: Scikit learn, TensorFlow, PyTorch, MXNet.
• You are experienced in basic ETL practices. SQL experience is required, working experience in SparkSQL or PySpark is preferred.
• You have experience with cloud environment including Azure, Google Cloud, etc.
• Solid MLOps practices including good design documentation, unit testing, integration testing and source code control (git).
• You are experienced with agile methodologies using project planning and tracking management tools e.g., JIRA
• You're stimulated by challenges and are ready to engage at Fortune 1 scale.

You'll make an impact by...

• Utilize optimization techniques to help leadership understand operational and investment decision impacts on supply chain operations as well as the associate, customer, and/or financial priorities.
• Work with AI Enablement team (simulation, experimentation, and measurement) to answer key business questions in supply chain.
• Integrate consumer intelligence, associate intelligence, merchandising and supply chain to form end to end supply chain solutions.
• Design & rapidly prototype tools to support decision making across E2E supply chain.
• Identify data collection opportunities to power end to end supply chain. Support the build out of data feature store.

The above information has been designed to indicate the general nature and level of work performed in the role. It is not designed to contain or be interpreted as a comprehensive inventory of all duties, responsibilities and qualifications required of employees assigned to this job. The full Job Description can be made available as part of the hiring process.

Minimum Qualifications...

Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.

Option 1- Bachelor’s degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, or related field and 3 years' experience in an analytics related field. Option 2- Master’s degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, or related field and 1 years' experience in an analytics related field. Option 3 - 5 years' experience in an analytics or related field.

Preferred Qualifications...

Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.

Data science, machine learning, optimization models, Master’s degree in Machine Learning, Computer Science, Information Technology, Operations Research, Statistics, Applied Mathematics, Econometrics, Successful completion of one or more assessments in Python, Spark, Scala, or R, Using open source frameworks (for example, scikit learn, tensorflow, torch)