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Role Description
This role involves leading the development of core AI/ML models and algorithms that drive key product use cases.
Lead the development of core AI/ML models and algorithms that drive key product use cases
Actively participate in cross-functional discussions and strategic decisions related to AI research directions and product roadmaps
Collaborate with fellow technical leaders to ensure the successful and timely delivery of AI/ML models and service integration
Stay up to date with the latest research and developments in the field of AI/ML, and ensure that these advancements are properly incorporated into our technology roadmap
Develop production code and advocate for the best coding and engineering practices
Participate and influence full lifecycle development from ideation and data exploration to deployment, monitor, and optimize AI/ML models in production
Participate in project planning, review, and retrospective sessions
Identify and mitigate risks in our plans and executions, especially at the intersection of business and engineering
Collaborate with other data teams to improve our data infrastructure, including models, visualizations, and experimentation capabilities
Demonstrated experience in leading impactful AI product development at scale
Qualifications
10 or more years of ML and software experience
Excellent problem-solving skills and ability to dive into evaluation metrics, model architecture, code, test plans, project plans, deployments and operations
Expertise with ML pipelines, algorithms, statistical methods, and analytics to solve real-world engineering problems
Proficient in SQL, Python, Java, PySpark, and experienced with Snowflake, AWS SageMaker, DBT, and Airflow
Experience building and maintaining fault-tolerant, high-performing data pipelines and ensuring seamless AI/ML algorithm execution in production
Strong communicator who simplifies complex problems and develops impactful, creative solutions
Ability to explain deep technical decisions and implementation to leadership and less technical partners
416 salesf
