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| Aspect | Freelance Full Stack Machine Learning Engineer | Freelance Data Scientist |
|---|---|---|
| Credentials | Proficiency in programming, machine learning, and full stack development | Strong statistical, analytical, and programming skills, often with data analysis certifications |
| Work Environment | Develops and deploys ML models, works on both front-end and back-end systems | Analyzes data, builds models, and provides insights, mainly focusing on data analysis |
| Industry Usage | Used in tech, finance, healthcare for deploying ML solutions | Used across industries for data analysis, reporting, and predictive modeling |
Freelance Full Stack Machine Learning Engineers focus on building and deploying machine learning models within full stack applications, combining software development with ML expertise. Freelance Data Scientists primarily analyze data and create models for insights. While both roles require programming skills, the engineer's role emphasizes deployment and integration, whereas the data scientist's role centers on analysis and interpretation.
FULL-STACK DATA ENGINEER at MOTOR INFORMATION SYSTEMS
MOTOR Information Systems, an operating group of Hearst, is actively seeking a Full-Stack Data Engineer. Ideally, a hands-on data engineer who possesses a strong passion for designing, optimizing, refactoring, and upgrading complex data solutions! MOTOR's primary product is Automotive Content, and we need someone who can help us support our Insights-based product suite.
We are looking for someone who wants to be part of our mission to transform the future. We have a rare opportunity for you to use your talent, passion, and expertise to help drive this massive change in how we build our user experience across our product lines, and how consumers experience the MOTOR Product Platform.
This position offers excellent career growth and promotional opportunities, stellar compensation, and the ability to work with the world's premier provider of aftermarket automotive data. Hearst/MOTOR Information Systems will be the best and last place you'll ever work!
Required Experience (Must Have)
Expert Python Developer
Strong SQL Developer
Strong AWS Experience (Lambda, Glue, State Machines, Fargate, Cloud Formation, RedShift)
Strong Experience with Semi-Structured Data (XML, CSV, JSON, Parquet)
Strong Automation Experience
Experience with Databricks (Delta Lake, Notebooks, SQL Analytics)
Experience with Kubernetes (Cluster Orchestration, Container Networking, Pod Management)
Experience with DevOps, CI/CD, Deployment Orchestration (Octopus Deploy)
Experience with Git and Azure DevOps
Experience with Agentic AI (LangGraph, MCP Servers, Agent Frameworks)
Experience with Data Handling (Pandas / NumPy, Apache Spark, Ray)
Helpful Experience (Nice to Have)
Experience with LLMs, Machine Learning & Deep Learning Libraries, AI Application Frameworks, Vector Databases
Experience with Automotive Data / Industry
Experience with Agile / Scrum
Primary Responsibilities
EEO EMPLOYER
Sourced by ZipRecruiter
It services
201 - 500 Employees
Troy, MI, US
1903
