Senior Data Scientist, Machine Learning
Location
Mountain View, CA
Level
Senior
Department
Data Scientist
Type
Full - Time
Salary
Job Description
Posted on:
January 17, 2023
The ideal candidate will have a strong background in machine learning, natural language process, online experimentation, and quantitative methods. In addition, hands-on ability to push production code with sound engineering fundamentals would be nice to have. You will collaborate closely with a vibrant cross-functional team (ML engineers, data engineers, designers and product managers).
Responsibilities
- Develop machine learning and statistical solutions end-to-end through the full life cycle of proof-of-concept, evaluation, deployment and maintenance.
- Collaborate with data and analytics engineers to build scalable data pipelines to support product areas.
- Apply quantitative methods and curate relevant data sets to address challenges in different components of the chatbot system (ML and conversation systems).
- Develop measurement methodologies and experimentation strategies to ensure effective data-driven decision making.
- Drive projects forward by forming close collaborations with cross-functional partners to reach the end deliverables, such as production-grade models or analyses that shape the technical vision.
Job Requirements
- You have advanced degrees in Math/Statistics, Engineering, Physics, Computer Science, Economics, or equivalent practical experience.
- You have 5+ years of experience solving real-world problems using machine learning and quantitative approaches; conversational systems experience is a plus.
- You are well-versed in experimental design, metric definition, and other advanced measurement techniques.
- You have expertise in programming skills (e.g. Python or R), visualization, SQL, data modeling, ETL, and the data warehousing concepts.
- You are comfortable proposing engineering enhancements/changes to drive deeper insights.
- You are comfortable with ambiguity and able to thrive with minimal oversight and process.
- You are an effective communicator; and you empathize with customers and stakeholders to build meaningful relationships.
- You are curious and bring genuine excitement to learn new subject areas and are comfortable to be scrappy as and when needed.