Data Scientist, Toast
CA$110-136k
+ Equity
Point of sale and management system for restaurants
Posted today
Point of sale and management system for restaurants
1001+ employees
Posted today
CA$110-136k
+ Equity
1001+ employees
Company mission
Toast's mission is to enrich the food experience for all.
Role
Who you are
- Bachelors in computer science, engineering, math, statistics, economics, or other quantitative discipline; Masters preferred
- 2+ years of data science experience in an industry environment
- Have solid statistical and machine learning foundations. Familiar with machine learning concepts (e.g. regression/classification, clustering, offline/online model evaluation)
- Experience with advanced machine learning techniques, including supervised and unsupervised learning, graph algorithms, deep learning (e.g., NLP), recommendation systems, and generative AI
- Experience with Python and SQL, and ML frameworks (e.g. scikit-learn, Tensorflow, PyTorch)
- Experience with cloud solutions, preferably with AWS tooling (e.g. SageMaker, DynamoDB, Athena, Glue, etc.)
- Experience with model workflow orchestration tool (e.g. Airflow)
- Experience collaborating with engineers, product managers, and other cross-functional teams
- Excellent verbal and written communication skills
- Ability to communicate sophisticated quantitative analysis in a clear, precise, and actionable manner
Desirable
- Experience working on LLM applications, including prompting, RAG, and evaluation
- Experience in software engineering best practices and tools including object-oriented programming, test-driven development, CI/CD, git, shell scripting, task orchestration
- Experience shipping machine learning systems in production environments
- Experience in A/B testing and other experimentation methodologies for effective product launch measurement
What the job involves
- The Toast AI Engineering team is seeking a Data Scientist to embed data science capabilities into the Toast platform by partnering with engineers and product managers to develop statistical and machine learning models that power key product lines
- Apply a diverse set of expertise including data mining, statistical analysis and machine learning to deliver impactful, objective, and actionable data insights that enable informed business and product decisions
- Collaborate with cross-functional teams, including sales, marketing, and product, to identify business opportunities and develop data-driven solutions that drive growth and engagement
- Partner with line of business teams and collaborate with product managers, engineers and data scientists to foster data-driven decisions that yield significant impacts
- Able to effectively communicate analysis, insights and recommendations to high-level business partners in verbal, visual and written formats
- Thrive in a dynamic and rapidly evolving environment
Our take
Running a restaurant means managing a stressful set of elements, all needing to work together seamlessly to create a good experience for diners. Toast helps to streamline processes, and puts an end to piles of paperwork, by providing a platform whereby tableside ordering, menu modifications, labour management, payroll, and more are all housed in one system that can run from a tablet.
Toast offers restaurant-grade hardware and cloud-based, customisable payment solutions to serve clients from startup through to growth phase, as well as a service for established restaurants. By combining all the digital services a restaurant might need, the platform can act as the one and comprehensive solution for restaurants of any size, avoiding restaurateurs from having to invest in a range of technologies.
Toast has over 70,000 restaurants on its books, from food trucks to national brands, and its mobile ordering and payment solutions have made it a recognized brand for consumers. The company's IPO in 2021 saw it valued at over $30 billion and since then, it has added more features to its product suite including wholesale and catering order tools. Toast then, has proven its place as an indispensable player in the restaurant space.
Freddie
Company Specialist at Welcome to the Jungle
Insights
28% employee growth in 12 months
Company
Funding (last 2 of 6 rounds)
Feb 2020
$400m
SERIES F
Apr 2019
$250m
SERIES E
Total funding: $899m
Company benefits
- Peer and company recognition programs
- Unlimited Vacation
- Sabbatical opportunity after five years
- Professional Development Reimbursement Program
- Commitment to Employee Wellness through resources such as a quarterly Wellness Stipend
- Various peer and company recognition programs
- 401(k) and matching
- Medical, Dental, & Vision Coverage
- Mental Health Benefits
- Subsidized backup childcare
Company HQ
Fort Point Channel Landmark District, Boston, MA
Leadership
Steve Fredette
(Co-Founder & President)They studied at MIT before co-founding Klick Mobile in 2009 and spending almost 7 years at Endeca. They left their Management role in June 2012 having co-founded Toast in May.
Aman Narang
(Co-Founder & CEO)Having studied Computer Science at MIT, they worked at Endeca for 5 years. They moved from working as Product Manager to work full-time as President of Toast in 2013, having co-founded it the previous year.
Jonathan Grimm
(Co-Founder & CTO)They also studied Computer Science at MIT before working as an Engineer for Endeca for over 4 years. They worked at Oracle for 5 months prior to co-founding Toast in May 2012.
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