Job Description
The AI and Data Science team is centralized across the entire organization.
We work with various product teams across various business units to define high-impact business problems, solve them using novel techniques, and execute and monitor them throughout their lifecycle.
Most of our models make it to production, they never sit in a research lab. But we also do quite a bit of research to stay up-to-date with the latest technologies/algorithms.
We are very collaborative, you will likely get lots of ideas from the team.
Required Skills & Experience
Bachelor's, Master's or Ph.D. in Computer Science, Electrical Engineering, Machine Learning, Statistics, or related field
3-5 year of relevant industry experience (as a Data Scientist, Research Scientist, Machine Learning Engineer, Data Science team lead, etc.), or proven qualifications.
Hands-on and theoretical knowledge of various Machine Learning algorithms and tools, e.g. xgboost/LightGBM, Random Forests, SVMs, PCA, t-sne, kmeans, DBSCAN, etc
Expertise with Time Series problems is a plus
Excellent knowledge of Python and/or R, knowledge of Spark is a plus
What will be your duties
Effectively utilize appropriate Machine Learning models and statistical techniques to solve various business problems
Manage the complete model development life-cycle -- from requirements gathering to post production support
Evaluate accuracy and quality of data sources, as well as the designed models
Coordinate with the application teams to integrate models into existing applications
Communicate results to colleagues, business partners, and senior management
Provide guidance to junior team members and oversee targeted research and team projects
Lead hiring efforts and candidate evaluation
Continuously evaluate state-of-the-art models and technologies
Benefit packages for this role will start on the 31st day of employment and include medical, dental, and vision insurance, as well as HSA, FSA, and DCFSA account options, and 401k retirement account access with employer matching. Employees in this role are also entitled to paid sick leave and/or other paid time off as provided by applicable law.