[Remote] AI Data Scientist Sr
Note: The job is a remote job and is open to candidates in USA. Insight is a Fortune 500 Solutions Integrator that specializes in cloud, data, AI, cybersecurity, and intelligent edge. As an AI Data Scientist, you will play a crucial role in the entire model lifecycle, from exploring raw business data to deploying production-ready AI agents, while leveraging machine learning to address real-world business challenges.
Responsibilities
• Develop and tune a range of machine learning models, including regression, classification, and time-series forecasting
• Apply your expertise to solve critical business problems, such as predicting inventory needs and scoring the likelihood of an opportunity closing
• Perform in-depth exploratory data analysis using PySpark and SQL to uncover key insights and understand complex business data
• Create powerful, predictive features from diverse raw data sources (e.g., sales history, client activity) to enhance model accuracy and performance
• Utilize the Databricks Feature Store to manage and share model features, ensuring consistency and reusability across projects
• Validate model performance using robust statistical methods, ensuring accuracy and reliability
• Articulate the drivers behind your models' predictions and communicate complex findings clearly to both technical and non-technical stakeholders
• Champion best practices in MLOps, with hands-on experience using MLflow for the end-to-end model lifecycle, including experiment tracking, versioning, and registry management
• Design and build models for automated retraining and deployment using Databricks Jobs & Workflows
• Collaborate with engineers and stakeholders to productionize models, ensuring seamless integration and scalability
Skills
• Proven experience as a Data Scientist with a portfolio of completed projects
• Expert proficiency with core data science libraries such as Pandas for data manipulation and scikit-learn for machine learning models
• Strong skills in SQL and PySpark for data exploration and feature engineering
• Direct, hands-on experience with the Databricks platform, specifically Databricks Feature Store, Databricks Jobs & Workflows, and MLflow
• Strong analytical and problem-solving skills with the ability to translate ambiguous business problems into well-defined data science solutions
• Excellent verbal and written communication skills with the ability to present complex technical findings to diverse audiences
• Bachelor's or Master's degree in a quantitative field such as Computer Science, Statistics, Mathematics, or a related discipline
Company Overview
• Insight dedicated to making the impossible possible combining cutting-edge technology. It was founded in 1988, and is headquartered in Chandler, Arizona, USA, with a workforce of 10001+ employees. Its website is https://www.insight.com.
Company H1B Sponsorship
• Insight has a track record of offering H1B sponsorships, with 1 in 2024, 1 in 2022, 1 in 2020. Please note that this does not guarantee sponsorship for this specific role.
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