Data Scientist - Bengaluru, Karnataka, India - Toast

Toast

Verified Company

Bengaluru, Karnataka, India

1 week ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

Toast is driven by building the restaurant platform that helps restaurants adapt, take control, and get back to what they do best: building the businesses they love.

Now, more than ever, the Toast team is committed to our customers. We're taking steps to help restaurants navigate these unprecedented times with technology, resources, and community.

Our focus is on building the restaurant platform that helps restaurants adapt, take control, and get back to what they do best:
building the businesses they love.

And because our technology is purpose-built for restaurants, by restaurant people, restaurants can trust that we'll deliver on their needs for today while investing in experiences that will power their restaurant of the future.

_ Bready_ to make a change?**As the Data Scientist in our Bangalore Data Science team, you will contribute to building machine learning algorithms using our huge reservoir of sales and transaction data. You will work with architects, engineers and product managers to solve business and customer problems and turn machine learning models into business impact across product lines.

About this _Roll*_
:
(Responsibilities)

Partner with product managers, engineers, and senior strategy leaders to improve the product. Make sure the right questions are being asked, solicit feedback, and iterate until you reach meaningful conclusions backed by solid analysis
Design and analyze A/B experiments to evaluate the impact of changes we make to the product
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
Use Spark/PySpark daily to develop data pipelines, write complex queries, and perform analysis
Communicate analysis and decisions to highlevel partners and executives in verbal, visual, and written media
Develop resources to empower data access and selfservice so your expertise can be leveraged where it is most impactful
Develop, debug, and improve data models. Our product moves fast and new data doesn't always fit in existing models/data distributions. Think about ingesting and storing data in the most useful and scalable format.
Define KPIs, build ETLs, construct dashboards and other tools for you and other stakeholders

Do you have the right _ingredients*_
? (Requirements)

Advanced degree in Data Science, Statistics, Applied Math, Computer Science, Engineering or other equivalent quantitative disciplines
3 + 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, scikitlearn, Tensorflow, PyTorch, etc.
Familiarity with standard software engineering practices and tools including objectoriented programming, testdriven 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 largescale production environments
Deep experience in one or more of the following areas: natural language processing, recommender systems, and deep learning
Experience leading crossfunctional projects that depend on the contributions of others in multiple disciplines

Nice to have:

Experience working on product & platform initiatives focused on measuring platform success

Our Spread of Total Rewards

Bread puns encouraged but not required

We are Toasters
Diversity, Equity, and Inclusion is Baked into our Recipe for Success.

At Toast our employees are our secret ingredient. When they are powered to succeed, Toast succeeds.

The restaurant industry is one of the most diverse industries.

We embrace and are excited by this diversity, believing that only through authenticity, inclusivity, high standards of respect and trust, and leading with humility will we be able to achieve our goals.

Baking inclusive principles into our company and diversity into our design provides equitable opportunities for all and enhances our ability to be first in class in all aspects of our industry.