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Senior Data Scientist
Toast
posted 12d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Design, build, train and evaluate machine learning models to drive business value for Toast and our restaurant customers
- Collaborate closely with internal and external product stakeholders, both technical and non-technical and help translate deep machine learning knowledge to product applications
- Break down larger ML initiatives into smaller problems that enables data science to deliver incremental business value and lead the team to execute on them
- Work closely with Production Engineering and Data Platform teams to deploy models to production and regularly monitor for efficiency, key KPIs and enhance them as needed
- Work with incident response and problem resolution teams to check and resolve any problems/challenges as and when identified in the model deployed in the production
- Effectively document all steps and manage code repositories for easy scalability and knowledge sharing with the the team
- Incorporate up-to-date ML technology and DS approach as best practice for the team
- Help in continuing to build out and expand the Data Science and ML Engineering teams
- Work effectively in a dynamic, changing environment while focusing on key goals and objectives
Do you have the right
ingredients*
- Advanced degree in Data Science, Statistics, Applied Math, Computer Science, Engineering or other equivalent quantitative disciplines
- 6 + years of industry experience in the field of Data Science and Machine Learning
- Strong proficiency in Python and SQL; experience with some of the following languages, tools, and frameworks: R, Spark, Scala, scikit-learn, Tensorflow, PyTorch, etc.
- Familiarity with standard software engineering practices and tools including object-oriented programming, test-driven development, CI/CD, git, shell scripting, task orchestration (Airflow, Luigi, etc.) and preferably AWS tooling (Sagemaker, DynamoDB, ECS, etc.)
- Strong knowledge of underlying mathematical foundations of statistics and machine learning
- Prior success deploying machine learning solutions in large-scale production environments
- Experience collaborating with cross-functional teams and stakeholders to evaluate new Machine Learning opportunities
- Problem solver who loves to dig into different kinds of data and can communicate their findings to cross-functional stakeholders
Bonus
ingredients*
: - Passion for research and curiosity that calls you to go beyond good enough to create something innovative and exciting
Employment Type: Full Time, Permanent
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What people at Toast are saying
Senior Data Scientist salary at Toast
reported by
2
employees
with 4-8
years exp.
₹63.6
L/yr - ₹70.3
L/yr
156%
more
than the average Senior Data Scientist Salary in India
View more details
What Toast employees are saying about work life
based on 26 employees
Flexible timing
Monday to Friday
No travel
Night Shift
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