Data Scientist

About the Company

G2 is the world's largest and most trusted software marketplace. We have joined forces with Capterra, SoftwareAdvice, and GetApp to create the largest source of online data and software insights to fuel intelligent buying in the age of AI.

Responsibilities

• Design models and run simulations to understand and predict bidding/auction dynamics
• Identify opportunities to apply predictive models to improve the vendor experience
• Employ supervised and unsupervised machine learning techniques to support analytic objectives
• Develop data-processing and technical workflows for delivery of data-driven vendor experiences
• Use advanced statistical techniques to fine-tune models and improve business processes
• Partner with client support teams to provide insights for managing software vendor relationships
• Collaborate with Engineering and Product Management teams to execute the data science roadmap

Requirements

• 4-6 years of experience with a bachelor's degree in a quantitative field, or a master's/PhD with 2-4 years of experience
• Experience developing, deploying, and maintaining data products using R or Python
• Strong command of machine learning and statistical algorithms (Regression, Clustering, Linear Optimization)
• Experience with cloud-based data warehouses (SQL Server, Snowflake, BigQuery)
• Knowledge of streaming data platforms like Kafka or Flink
• Ability to summarize complex research and present findings to stakeholders

Preferred Qualifications

• Experience working with bidding marketplaces and auction dynamics
• Experience working for consumer or business-facing digital brands
• Experience with Unix/Linux environments and version control (git, svn)
• Experience with Prefect or AWS SageMaker