What are the responsibilities and job description for the Machine Learning Engineer III position at PMG?
Job Description
Job Description
We are PMG
Named Ad Age Best Places to Work for 9 years in a row and Fast Company Best Workplaces for Innovators since 2022, PMG is a global independent marketing services and technology company that seeks to inspire people and brands that anything is possible. Driven by shared success, PMG utilizes business strategy and transformation, creative, media, and insights—as well as its proprietary marketing intelligence platform, Alli—to deliver cutting-edge digital solutions and innovative media strategies. Our team comprises over 900 employees globally, and our work for ambitious brands like Apple, Best Western Hotels & Resorts, CKE Restaurants, Experian, Intuit, Kohler, Nike, Sephora, Therabody, and Whole Foods spans 85 countries.
Who You'll Be Working With
At PMG, we're redefining digital marketing by blending cutting-edge technology with innovative thinking. As a Machine Learning Engineer, you'll join a passionate and collaborative team dedicated to building advanced models that analyze ad performance, optimize audience targeting, and drive impactful results for some of the world's most iconic brands.
This role isn't just about building models—it's about solving real-world challenges and creating smarter workflows that shape the future of advertising. You'll work closely with talented software engineers, product managers, and business stakeholders to develop and scale AI-driven solutions that empower marketers and drive success for global campaigns. At PMG, we value curiosity, creativity, and collaboration, and your contributions will play a key role in advancing both our technology and the success of our clients.
This is your opportunity to make a tangible impact while growing your expertise, exploring innovative ideas, and being part of a team that celebrates innovation and fosters continuous growth. If you're passionate about AI, love solving complex challenges, and want to shape the future of marketing technology, this role is for you.
What You'll Be Doing
- Build, train, and refine machine learning models that predict and analyze digital ad performance.
- Experiment with advanced techniques such as transformers and deep learning frameworks to enhance predictive accuracy.
- Perform data exploration, feature engineering, and data cleaning using tools like SQL and Polars to prepare high-quality datasets for modeling.
- Investigate patterns in ad content and audience engagement, using insights to inform and improve model development.
- Partner with product managers and business stakeholders to determine how ML / AI technologies can best support business objectives.
- Collaborate with software engineers to seamlessly integrate ML solutions into existing tech stacks, ensuring smooth deployment and monitoring.
- Contribute to API design and data pipeline setup, following best practices for version control and project organization.
- Deploy and maintain ML models in production, including setting up monitoring, logging, and alerting systems.
- Collaborate with engineering teams to manage model drift, retraining schedules, and optimization strategies for long-term success.
- Leverage historical performance data to create AI-assisted workflows that enhance creativity and efficiency.
- Maintain clear and thorough documentation for models, experiments, and best practices to ensure knowledge sharing and scalability.
- Participate in sprint planning, code reviews, and team discussions to foster collaboration and continuous learning.
What You Will Bring
What We Offer
What Sets Us Apart
Being part of PMG means joining a company culture that's unmatched in digital. We're dedicated to working hard to serve our employees and clients, delivering value, results, and innovation—which often requires true grit and agility. We believe in taking care of ourselves and each other to continuously improve in every way.
In alignment with our core values to be inclusive and always change for the better, PMG is committed to creating a more diverse and inclusive culture, and we are proud to be an equal opportunity employer. We believe that we only change for the better by bringing diverse perspectives to our company. PMG recruits, employs, trains, compensates, and promotes regardless of race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
