Job Description
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 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. Apply tot his job