Senior Director of Machine Learning Marketing
Coca-Cola - Atlanta, Georgia, United States, 30349Work at Coca-Cola
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Overview
Learn more about the general tasks related to this opportunity below, as well as required skills.What You'll Do for UsLead, guide, and mentor a growing team of world-class ML engineers, fostering a collaborative and inclusive work environment.Partner with data scientists and diverse stakeholders across the organization to translate challenging business problems into impactful AI/ML solutions for the company.Oversee the development and implementation of high-performance data/AI/ML pipelines.Ensure the uptime and ongoing quality of AI/ML models and supportive data pipelines.Communicate complex analytical work to a variety of technical and non-technical stakeholders, including executive management such as the Chief Information Officer (CIO).Build and maintain a robust library of AI/ML engineering solutions, reusable frameworks, algorithms, and supportive code.Drive innovation and influence strategy for AI/ML and emerging technology by staying current with the latest technology trends, research, and best practices in the field.
QualificationsMaster's degree in a technical/analytical field such as Data Science, Computer Science, Applied Mathematics, or Operations Research. Three additional years of related experience beyond the minimum required may be substituted for a master's degree.10+ years working in Data Science, Data Engineering, and AI/ML, with a strong focus on optimizing, deploying, and supporting production models at scale.5+ years of management experience leading high-performing, highly technical teams.3+ years working in distributed computing and large-scale data processing with tools like Spark.3+ years' experience with at least one public cloud platform (AWS, GCP, Azure), including an understanding of cloud architecture and hands-on experience implementing cloud-based AI/ML.Exceptional communication skills, with the ability to articulate complex technical concepts to both technical and non-technical audiences at multiple levels of management.Proficiency in working with AI/ML frameworks and libraries like sci-kit-learn and Pytorch.Proficiency in Continuous Integration and Continuous Deployment (CI/CD) processes and tools, with a demonstrated ability to apply these successfully in AI/ML projects.Proven experience leading and promoting a culture of high-quality code through best practices in software development, including unit/integration testing and code reviews.Strong experience with code version control platforms like GitHub, GitLab, or Azure DevOps.Strong experience with microservice architectures, API development, and containers (Docker, Kubernetes).A positive, can-do attitude with a proven ability to inspire, motivate, and lead teams and to work collaboratively with colleagues at all levels of the organization.
Preferred Experience:Experience with at least two public cloud platforms (AWS, GCP, Azure).Experience working in a hybrid multi-cloud environment.Experience with Model Risk Management and Responsible AI.Experience with Generative AI and Large Language Models (LLMs).Experience working in the CPG industry.
What We Can Do for YouInnovation & Technology:
The ability to work with an award-winning team on the cutting edge of innovation.Exposure to World Class Leaders:
Availability to global technology leaders that will expand your network and expose you to emerging technologies and techniques.Agile Work Environment:
We embrace agile, with management that believes in removing barriers so you are empowered to experiment, iterate, and innovate.
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