Data Scientist - Predictive Modeling & Feature Store

Focus; Alpharetta (GA); On-site; USD 110,000 - 160,000; Full time

Job summary

Focus is seeking a Data Scientist to join the growing Data and Analytics Team in Alpharetta. You will own predictive and prescriptive modeling that surfaces actionable insights and recommendations within BI products and downstream systems, applying the data foundation to drive business decisions.

You will build and maintain feature stores and datasets, deploy models with Snowflake ML Functions and Snowpark, and collaborate with data engineers, business stakeholders, and analytics peers to

Qualifications

• 4+ years of hands-on data science or a role with significant applied modelling.
• Experience building and deploying predictive models in a business context.
• Strong Python proficiency: using scikit-learn and pandas to build models.
• Experience with classification and regression techniques and evaluation metrics (AUC, precision, recall).
• SQL proficiency to support Snowflake models with data engineers.
• Git and CI/CD basics; version control and code reviews.
• Ability to translate ambiguous business problems into modelling tasks and deliver solutions.
• Strong documentation for model definitions and data dictionaries.

Responsibilities

• Design, build, and maintain predictive models addressing defined business questions (customer churn, subscription health, purchase propensity) using data from Snowflake.
• Deliver model outputs as attributes that integrate into downstream BI products (Tableau, Streamlit) and activation platforms.
• Translate ambiguous questions into scoped modelling problems with defined success metrics.
• Communicate model outputs and their business implications to non-technical audiences.
• Track, document, and monitor experiments and deployed models for reliability and reproducibility.
• Contribute to feature store build and maintenance and training dataset creation.

Skills

Python

SQL

Snowflake

MLflow

Pandas

scikit-learn

Tableau

Churn modeling

Propensity scoring

Git

Tools

Snowflake

dbt

Snowpark

Git

Job description

Focus is seeking a Data Scientist to join the growing Data and Analytics Team in Alpharetta. You will own predictive and prescriptive modeling that surfaces actionable insights and recommendations within BI products and downstream systems, applying the data foundation to drive business decisions.

You will build and maintain feature stores and datasets, deploy models with Snowflake ML Functions and Snowpark, and collaborate with data engineers, business stakeholders, and analytics peers to