AI-Driven Data Scientist: Operational Analytics & ML

Oldcastle APG, Inc.; Atlanta (GA); On-site; USD 100,000 - 140,000; Full time

Benefits offered by this job

Health benefits

Group retirement savings

Health & wellness programs

Inclusive culture

Job summary

Oldcastle APG, Inc. is seeking a data analytics professional to join the Operational Performance Systems team in Atlanta, GA.

The role focuses on enterprise analytics, data science solutions, and delivering actionable insights throughout the full development lifecycle. Responsibilities include building dashboards and models, collaborating with business and IT, and leveraging Snowflake Cortex and LLMs to enable better operational decisions.

Qualifications

• Bachelor's degree in computer science, data science, statistics, engineering, or another technical field.
• 2+ years designing, building, and deploying BI/analytical solutions.
• Advanced data visualization knowledge (Tableau).
• SQL skills with cloud data platforms (Snowflake preferred).
• Python for data analysis and modeling (pandas, scikit-learn); R also considered.
• Hands-on experience with data science methods: regression, classification, clustering, time series.
• Practical experience with LLMs and generative AI—prompt engineering, RAG, or embedding-based search.
• Familiarity with Snowflake Cortex or similar AI/ML services.
• Excellent written and verbal communication skills.
• Willingness to travel domestically up to 25%

Responsibilities

• Development and support of operational systems, creating SOPs, providing training, and identifying key metrics that measure adoption and utilization.
• Ability to work independently and with a team, to drive projects forward meeting timelines and objectives.
• Craft and construct visually engaging, creative, and easy-to-use data delivery solutions including dashboards, scorecards, infographics, and reports that enable users to be more productive and better informed.
• Partner with the business and IT to identify opportunities where additional insight/metrics could add value
• Research and provide recommendations for ways to better utilize technology to improve our business operational processes and profitability.
• Design, build, and deploy data science models - including forecasting, classification, anomaly detection, and optimization - that improve operational and commercial decision making.
• Develop AI-enabled solutions using Snowflake Cortex and large language models (LLMs), including retrieval-augmented generation, document and text analysis, and natural language access to enterprise data.
• Establish practices for model validation, monitoring, documentation, and responsible AI use so that solutions remain accurate, explainable, and supportable in production.

Skills

BI/analytical solutions

Python (data analysis)

SQL

Tableau

Communication skills

Travel up to 25%

Education

Bachelor's degree in computer science or data-related field

Tools

Snowflake Cortex

LLMs

RAG / retrieval-augmented generation

Job description

Oldcastle APG, Inc. is seeking a data analytics professional to join the Operational Performance Systems team in Atlanta, GA.

The role focuses on enterprise analytics, data science solutions, and delivering actionable insights throughout the full development lifecycle. Responsibilities include building dashboards and models, collaborating with business and IT, and leveraging Snowflake Cortex and LLMs to enable better operational decisions.