Data Scientist - Remote

Overview

As a Data Scientist at G2, you will focus on developing machine learning models to solve complex business problems, while also mentoring junior team members and fostering collaboration across teams.

In Short

• Lead the development and refinement of machine learning models.
• Conduct experiments with advanced machine learning techniques.
• Build, maintain, and optimize data pipelines.
• Analyze large datasets for actionable insights.
• Collaborate with ML engineers for model operationalization.
• Translate business requirements into machine learning solutions.
• Document and present methodologies and findings.
• Troubleshoot deployed machine learning models.
• Monitor model performance and ensure stability.
• Mentor junior team members in best practices.

Requirements

• 4+ years experience as a data scientist.
• 4+ years of experience in Python and SQL.
• Strong understanding of statistics.
• Proficiency in machine learning algorithms.
• Familiarity with neural networks and deep learning.
• Experience with AWS services and Snowflake.
• Knowledge of containerization (e.g., Docker).
• Ability to troubleshoot production issues.

Benefits

• Flexible work arrangements.
• Generous parental leave.
• Unlimited PTO.
• Supportive and inclusive culture.
• Employee resource groups (ERGs).