Machine Learning Engineer / Predictive Analyst
Core
Design, develop, test, and deploy machine learning and predictive analytics models to support sales, marketing, and operational priorities using large structured and unstructured datasets.
Role type
Senior IC machine learning engineer (predictive analytics)
Builds
Forecasting and predictive modeling solutions for sales, marketing, and operations
Domain
Enterprise cloud and big data analytics
Deliverable
production ML models
Required skills
Python, SQL, statistical analysis, forecasting, predictive modeling, machine learning techniques, cloud-based analytics ecosystems, exploratory data analysis, feature creation, model validation and tuning
Preferred skills
Spark/PySpark, Snowflake, AWS/Azure/GCP, Databricks, sales and marketing analytics, business performance prediction, enterprise-scale ML environments, stakeholder presentation
Technologies
AWS, Azure, GCP, Databricks, Snowflake, Spark, PySpark
Responsibilities
Design, develop, test, and deploy ML and predictive analytics models; build forecasting solutions; translate business requests into data-driven solutions; perform EDA, feature creation, model selection, validation, and tuning; operate in enterprise cloud/big data environments; collaborate with analytics, engineering, and leadership teams; communicate model results to technical and non-technical audiences; contribute to workflow improvements and scalability.
