Able to tech lead initiatives for Data Science and ML: task breakdown, project design, delegation, and review
Produce "clean" and well-structured code, with detailed specifications. This means that your code is well-designed, simple, readable properly documented, well-tested, and is production ready
Has influence over multiple teams and roadmaps
Mentors junior engineers
Improves foundational processes and promotes best practices
Contributes to the hiring and interview process
Competencies:
Customer driven: Attentive to our customers’ needs and strive to deliver a seamless and delightful customer experience
High Impact: Understand what the most important customer metrics are and find the right direction to impact them by working with Product Managers and through multiple agile iterations
Ownership: Have ownership of projects from start to finish, make sure to have high quality implementation, and have urgency to move fast and find the most efficient ways to iterate
Team Mentorship & Sharing: Able to up-level the team by sharing knowledge and best practices with the engineering team
Agility: Organized and able to effectively plan and breakdown large projects into smaller tasks that are easier to estimate and deliver. Can lead fast iterations
Speak and Act Courageously: Isn’t afraid to fail, isn’t afraid to challenge status quo, speak up for contrarian view
Focus and Move with Urgency: Able to prioritize for impact and move fast to deliver experiments and features to achieve customer value
Intelligence: Learns quickly. Demonstrates ability to quickly and proficiently understand and absorb new codebase and frameworks
Required Qualifications:
Bachelors or Masters in Computer Science, Mathematics, Statistics, or other quantitative fields or related work experience
6+ years of experience building Machine Learning or AI systems
Experience deploying and managing machine learning models in the cloud
Strong analytical and problem-solving skills
Proven software engineering skills in production environment, primarily using Python
Experience with Machine Learning software tools and libraries (e.g., Scikit-learn, TensorFlow, Keras, PyTorch, etc.)
Preferred Qualifications:
Experience with Databricks, Google Cloud Platform, Snowflake, mlflow, and Airflow
PhD in Computer Science or related field with a focus on machine learning
Experience with Large Language Models (LLMs) or similar technologies
Experience with one or more of the following: natural language processing, deep learning, recommendation systems, search relevance & ranking, and speech-to-text conversion.
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