Data Scientist - San Francisco, United States - Wonders Child Care Center

Description

About Wonders

Here at Wonders we build products that empower small brick and mortar restaurants by liberating them of the operational burden of running their business.

We accomplish this by providing a frictionless connection between them and their customers through our platform. In-turn empowering them to focus on creating a better experience for their customers while helping their business thrive.

We obsess over placing our customers first and working backwards from there. When our customers succeed, we succeed

To learn more about our culture, values and how you can be a part of helping mom & pop restaurants thrive, please visit us here


What we're looking for:
In our next phase of growth, Wonders is looking to hire our first Data Scientist
You are obsessed with data and patterns to solve business problems
You will be jumping in deep into a new territory for the business, and you have a strong hunger to learn along with us
You're customer-focused: You start by fully understanding the problem first and then work your way into the right solution


What you will accomplish:
You will be responsible for owning entire data science model pipelines, from development to support
You will help make key decisions on the technologies and tools we use as we scale
You will write high quality code for all parts of our data science pipelines.
You will work closely with Marketing, Sales, Customer Success, Product and other functions to define and execute on data diagnosis, prediction, prescriptive and experimentation requirements
You will create scalable data science models following software and data engineering practices like versioning, CI/CD, workflow orchestration, data ops and ml ops
You will implement rigorous code reviews and testing guidelines to ensure that we have a high quality data science products
You will create and improve our data science CI/CD pipeline to enable high developer velocity
You will help in improving the life of independent restaurant owners and ultimately their customers


About you:
BS in Computer Science or equivalent
Minimum of 5 years of experience as a Data Scientist
5+ years of


ELT
or ETL -

Data Exploration and Transformation

experience
5+ years of experience working with cloud

databases , such as

Snowflake , Redshift or similar

5+ years of experience with a variety of statistical (T/P/Z Tests) and machine learning techniques (time series analysis, regression, classification, clustering, NLP etc) to solve business challenges.

Experience with programming languages such as

Python

and its usage for data processing, making API calls along with

Advanced SQL
Experience with


AWS
or equivalent

cloud technologies

or have the aptitude to

quickly learn

them
Exceptional analytical, conceptual, and

problem-solving

abilities

Nice to have:
Experience with

DBT , DAG Orchestration -

Dagster, MLFlow, DVC

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