Senior Data Scientist - ML & Predictive Analytics

Comcast Corporation; San Francisco (CA); On-site; USD 108,000 - 163,000; Full time

Benefits offered by this job

Best-in-class benefits

Competitive compensation

Job summary

Comcast Corporation in San Francisco seeks a data scientist who can turn complex, high-dimensional data into predictive models and analytical solutions that drive business performance. You will apply machine learning to large datasets and translate results into data-informed strategies and decisions.

The role emphasizes collaboration with cross-functional teams, building robust data pipelines, deploying models to production, and communicating insights to non-technical stakeholders to influence

Qualifications

• 5–8 years of data science experience across marketing, sales, yield or product analytics.
• Proven track record of leading AI/ML model development to production.
• Strong Python and advanced SQL skills.
• Experience with randomized control trials, power analysis, and hypothesis testing.
• Ability to translate modeling decisions into actionable insights for non-technical stakeholders.

Responsibilities

• Partner with cross-functional teams to define data-driven questions and run experiments.
• Build, refine, and maintain algorithms and automated data integration processes across sources.
• Apply rigorous statistics and ML to large datasets to derive insights.
• Develop statistical/mathematical solutions to complex business problems with minimal supervision.
• Design data mining models to identify trends and improve customer and product insights.
• Deploy predictive analytics to anticipate customer behavior and inform decisions.
• Synthesize forecasts and strategic recommendations using data science approaches.

Skills

Python

SQL

Machine learning

NLP

Time-series forecasting

Education

Bachelor’s degree in Mathematics, Statistics, Computer Science, Data Science, Econometrics, Psychometrics, or related field

Master’s degree preferred

Tools

Docker

MLFlow

Git

AWS CLI

PyTorch

TensorFlow

PySpark

Databricks

LLM fine-tuning

Job description

Comcast Corporation in San Francisco seeks a data scientist who can turn complex, high-dimensional data into predictive models and analytical solutions that drive business performance. You will apply machine learning to large datasets and translate results into data-informed strategies and decisions.

The role emphasizes collaboration with cross-functional teams, building robust data pipelines, deploying models to production, and communicating insights to non-technical stakeholders to influence