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Or Data Scientist 3 (Us)
Company | Asurion |
Address | Nashville, TN, United States |
Employment type | FULL_TIME |
Salary | |
Category | Insurance |
Expires | 2023-08-13 |
Posted at | 10 months ago |
OR Data Scientist 3
- Develop prototypes for new data product ideas
- Interpret problems and provide solutions using appropriate data modeling techniques
- Communicate findings to product managers and development groups
- Work closely with product managers to identify and answer important product questions that help improve outcomes
- Regularly invent new and novel approaches to problems; Take initiative and break down barriers to solve problems; recognized within the team as the source of solutions.
- Design large scale models using techniques such as Linear/Integer/Mixed Integer programming, Inventory Optimization models, Logistic Regression, Decision Trees, Conjoint Analysis, Spatial models, Time-series models, Machine Learning, and Deep Learning algorithms
- Be responsible for data modeling and analysis, large-scale mathematical programming, meta-heuristic solution design, and developing efficient optimization algorithms to solve Asurion’s supply chain and resource allocation problems.
- Be responsible for using other analytic techniques like advanced data visualizations and machine learning to improve Asurion’s wireless and retail customers’ experiences.
- Analyze and interpret the results of product experiments
- A strong passion for empirical research and for answering hard questions with data
- Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner
- Comfortable manipulating and analyzing complex, high-volume, high dimensionality data from multiple sources
- Use business acumen and analytical skills to identify opportunities, estimate potential, and layout strategy roadmaps to solve complex business problems
- Drive the collection of new data and the refinement of existing data
- Deploy ML solutions in production environment
- Ability to ask and tackle the most important analytical questions with a view on driving product impact.
- Able to implement mathematical models using modeling languages (IBM CPLEX, Gurobi) and familiarity with other common advanced analysis tools (SQL, Python, R are preferred).
- (Optional) Experience with working in Hadoop and/or Spark environment
- Master's or PhD in Operations Research, Industrial Engineering, Statistics, Applied Mathematics, Computer Science, or similar technical field.
- Able to build mathematical and simulation models to represent a wide range of supply chain, transportation and logistics systems, resource allocation, and other multi-criteria optimization problems.
- A motivated, focused, and self-starter mentality with effective communication skills, and amazing follow-through
- Demonstrate familiarity (work experience, Github account) with OOP concepts. Python and Java skills are a big plus.
- (Optional) Experience in RL and image processing
- Machine Learning and Deep Learning knowledge.
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