Experienced practitioner able to work unsupervised (13 months to 3 years)
Support collection of functional requirements using document analysis and workflow analysis to express requirements clearly and succinctly
Research machine learning libraries, models, algorithms, and train/retrain systems
Support model experiments and testingSupport the collection of data in accordance with model standards
Research data from digital product/service performance, customer behavior, and market trends to identify opportunities
Employ machine learning techniques and perform validation, and enhancement activities
Conduct advanced research using primary data sources
Conduct research and select relevant information to enable analysis of key themes and trends
Make recommendations to improve data and analytics systems and platforms
Create basic machine learning algorithms and support creation of more complex algorithms that identify patterns in structured data
Consult and educate stakeholders on methods for streamlining and standardizing data recording
Learn to deploy machine learning models within a machine learning platform
What the job involves
Build machine learning models that will enable DSG to improve products, solutions and business outcomes
Study product and process-related data, may also be involved in studying environmental conditions, competitor behavior, or other data sources
Leverage some advanced knowledge of tools and methods including statistics, artificial intelligence and machine learning and knowledge of coding practices including source control
Begins to translate business questions into data science solutions with some supervision
Learn to manage own projects and communicate effectively with business and technical stakeholders
Learns to deploy work automations in a technical manner
DICK'S Sporting Goods is dedicated to inspiring the spirit of sportsmanship through a wide array of high-quality sporting goods and apparel. We are committed to helping athletes of all levels achieve their personal best by providing exceptional products and customer experiences. Our purpose-driven culture focuses on teamwork, passion, and community impact, recognizing the transformative power of sports in building character and transforming lives.