Senior Data Scientist
Core
Design, build, and scale machine learning solutions for marketing intelligence, campaign optimization, and business performance.
Role type
Senior IC machine learning engineer (marketing)
Builds
Production ML models, scalable ML pipelines, and recommendation engines for marketing campaigns
Domain
Marketing technology and cloud-based distributed systems
Deliverable
production ML models
Required skills
ETL pipeline design, feature engineering, model deployment, predictive modeling, recommendation systems, automation frameworks, distributed computing, AWS cloud services
Preferred skills
Advanced ensemble techniques, experimentation design, cross-functional collaboration
Technologies
Snowflake, Hive, Athena, AWS (EC2, EMR, S3, Airflow), Python, SQL
Responsibilities
Lead design and development of scalable ETL pipelines; Design, develop, evaluate, and deploy ML/AI models in production; Build scalable ML pipelines for training, validation, deployment, and scoring; Develop advanced predictive models and recommendation engines; Optimize model performance through experimentation and feature engineering; Implement automation frameworks to improve productivity; Leverage AWS technologies to build robust distributed workflows
Seniority
Senior, hands-on IC