Data Scientist
Insight Global
Sacramento, CA, United States
8 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
5 years minimum
Working hours
Regular working hours
Job source
Tech stack
Microsoft Azure
Computer Programming
Information Engineering
Information Leak Prevention
Python (Programming Language)
Machine Learning
SQL Databases
Cloud Platform System
Feature Engineering
Model Validation
Scikit Learn
Xgboost
+1 more
Databricks
Requirements
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 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 employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to 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 the recruiting process, please send a request to HR@insightglobal.com.
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