Machine Learning Researcher - Remote

Overview

A Machine Learning Researcher at Topstep is responsible for researching, developing, and implementing machine learning models to improve Topstep’s internal business operations, further Topstep’s analytical understanding of the business and its users, and/or create useful features to enhance Topstep’s product. Along with model building, MLEs will create reports, dashboards, and/or data-centric tools as those needs arise. A Machine Learning Researcher at Topstep is a “full-stack” Machine Learning Researcher, meaning that they will be expected to contribute to the entire machine learning workflow. This workflow includes data gathering, cleaning, and validating phases, as well as exploration, analysis, feature engineering, training, model selection, monitoring, and fine-tuning. A Topstep Machine Learning Researcher is encouraged to learn new skills on the job and apply them in unique ways discovered through original research.

In Short

• Find valuable business insights from Topstep’s large and varied proprietary data.
• Collaborate with a fast-paced, research-oriented team to build and improve methods for detecting risk and fraud, understanding business dynamics, and simulating various aspects of the program.
• Build tools for stakeholders within Topstep that can improve their efficiency and/or their ability to gain insights from Topstep’s data for themselves.

Requirements

• A Ph.D in mathematics, physics, statistics, computer science, machine learning, or a related technical field
• Experience with SQL, python, and the ability to quickly learn new programming languages or concepts as the need arises.
• Attention to detail and the ability to work on a collaborative research team
• Experience building robust software, including test-driven development, logging, stress-testing, and monitoring.
• The desire to constantly learn and improve
• The ability to find simple solutions when they exist, the technical knowledge to use complex solutions when they’re needed, and the ability to distinguish between the two.

Benefits

• $170,000 - $199,000
• Topstep is an engaging working environment which ranges from fully remote to hybrid. We foster a culture of collaboration with cameras on during meetings and a robust Slack environment for communication.
• 9 Company paid Holidays and generous Family Leave. Paid time off is accrued monthly.
• Competitive 401(k) matching, health, dental, and vision insurance is offered for full time employees
• Vacations are encouraged with a bonus for taking 5 consecutive days. Employee referrals are bonused. Topstep offers a food and groceries budget and contributes towards health and wellness.