Data Scientist

Insight Global; Sacramento (CA); On-site; USD 120,000 - 170,000; Full time

Job summary

Insight Global is seeking a Data Scientist to support the Mobile Equipment group within a large, asset-intensive construction organization. The role focuses on designing, developing, and deploying data science solutions for predictive maintenance, fleet performance, and equipment reliability, with cross-functional collaboration across data engineering, operations, and leadership.

The ideal candidate will present analytics findings to executives and work to translate complex operational data into

Qualifications

• 5+ years of hands-on experience building, validating, and deploying predictive models in production.

Skills

5+ years hands-on ML in production

Python or R programming

SQL on cloud platforms

Feature engineering

Model validation & leakage mitigation

Presentation to stakeholders

Tools

scikit-learn

XGBoost/LightGBM

pandas

Job description

Job Description

Insight Global is seeking a Data Scientist to support the Mobile Equipment group within a large, asset intensive construction organization. This role focuses on designing, developing, and deploying data science and machine learning solutions that improve mobile equipment operations, including predictive maintenance, fleet performance, equipment reliability, and downtime reduction. This individual will work cross functionally with data engineering, operations, and business leaders to translate complex equipment and operational data into scalable, production ready analytics, while regularly presenting insights to executive-level leadership.”

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to [e-mail] learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.

Skills and Requirements

Must Have

• Prior experience in construction, manufacturing, mining, energy, or other large-scale asset-intensive environments
• 5+ years o hands on experience building, validating, and deploying predictive models and machine learning solutions in production environments
• Programming experience w/ Python or R, including ML libraries such as scikit-learn, XGBoost/LightGBM, and pandas
• Experience supporting Data Science initiatives within construction, manufacturing, energy, or transportation
• SQL experience working in cloud-based data platforms (Azure, Databricks, or similar)
• Strong understanding of feature engineering, model validation, evaluation metrics, and mitigation of data leakage
• Strong presentation and communication experience (analytics findings to technical and non-technical stakeholders)
• Experience working cross-functionally with data engineering and operational teams