Applied Data Scientist - Real Estate & Pricing Analytics

Insight Global; Burbank (CA); On-site; USD 140,000 - 200,000; Full time

Job summary

Insight Global seeks hands-on Data Scientist to join a growing analytics team supporting pricing, revenue management, marketing, customer analytics, and real estate decision-making. This role offers ownership and direct business impact in a smaller, fast-moving environment.

The ideal candidate has 5+ years of applied data science experience, practical ML modeling skills (regression, RF, XGBoost), and the ability to explain complex outputs to non-technical stakeholders while turning messy

Qualifications

• 5+ years of experience in data science, machine learning, or a similar applied quantitative role.
• Experience building and applying machine learning or statistical models to real business problems.
• Experience with traditional ML techniques such as regression, random forest, XGBoost, classification, forecasting, optimization, or similar approaches.
• Ability to explain technical concepts and model outputs to non-technical stakeholders.
• Experience working with messy or incomplete business requirements and shaping them into analytical solutions.
• Comfort working in a smaller, collaborative, fast-moving team.

Skills

Experience 5+ yrs

Applied ML modeling

ML techniques (regression, RF, XGBoost

Explain outputs to non-technical

Translate messy requirements

Collaborative teamwork

Job description

Insight Global seeks hands-on Data Scientist to join a growing analytics team supporting pricing, revenue management, marketing, customer analytics, and real estate decision-making. This role offers ownership and direct business impact in a smaller, fast-moving environment.

The ideal candidate has 5+ years of applied data science experience, practical ML modeling skills (regression, RF, XGBoost), and the ability to explain complex outputs to non-technical stakeholders while turning messy