Staff Data Scientist, Pipe
+ Equity
Capital and financial tools for SMBs
Be an early applicant
Capital and financial tools for SMBs
201-500 employees
Be an early applicant
+ Equity
201-500 employees
Company mission
To revolutionize how entrepreneurs access financing.
Role
Who you are
- We are looking for talented data scientists with past experience in a similar role
- 10+ years experience in commercial risk management in UK (ideally for SMB portfolio)
- Deep expertise and understanding of UK consumer bureau, commercial bureau and open banking data is a must
- Experience building the end-to-end model development lifecycle
- Proficiency in SQL and at least one scripting language (ex.Python). Data Science culture at Pipe is closely aligned with engineering's, so successful candidates will be familiar with developer best practices and comfortable navigating production codebases
- Hands on experience in either of these MLOps infrastructure (ex. Chalk, Baseten, Metaflow, SageMaker, Vertex)
- Strong written and verbal communication skills
- Educational background in Statistics, Computer Science, Financial/Applied Math, Operations Research, Economics, or a related technical field. Masters/PhD is a plus
- You want to join a quickly growing startup and make an impact
- You want to be part of a team that holds each other to high standards
- You have a strong technical foundation, and are passionate about using your toolkit to help our customers succeed
- You take end-to-end ownership of your work and enjoy working with different functions across the company
- You have strong written and verbal communication skills
- You want to work in an environment that values and rewards excellence
- Many good candidates do not fit job descriptions perfectly. If you believe you are a good fit, we encourage you to apply
What the job involves
- Use statistical modeling to better forecast small business cash flow & other predictors of business health
- Assimilate diverse data views: commercial bureau, bank and consumer bureau data to build predictive models
- Calibrate strategies serve high proportion of target audience while creating a portfolio with the right risk- reward equation
- Use analytics and experimentation to improve customer experience on the Pipe platform
- Proactively explore datasets to uncover insights, and prototype new model-driven features and products that provide value to our customers
- Deploy models & risk strategies into the ML Ops infrastructure
- Monitor model & strategy performance and finetune strategies in response to credit performance and macro environment
- Tech Stack:
- We are committed to using the right tools for the problems we are trying to solve. Currently our stack is mostly comprised of:
- Baseten, Bigquery, SQLMesh, Metaflow, Chalk
- We are primarily a Python and SQL shop, but experience in other languages will translate
Our take
Pipe is an alternative trading platform for start-up businesses that allows entrepreneurs and founders to take agency over their direction. Now a certified unicorn company, Pipe enables companies to sell their future recurring revenue to large institutional investors for cash.
The company was founded by entrepreneurs who had experience with the challenges founders face when financing companies. Solving a widespread problem in the start-up space, Pipe has seen great success and has been used by over 23,000 companies, facilitating hundreds of millions of dollars in loans quarterly.
Recently the company has seen great success, by partnering with GoCardless to revolutionize SME capital across the UK, a move the company is making to expand its international presence outside of the US. This pilot program has shown impressive results and points towards a future of international success for Pipe.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
18% employee growth in 12 months
Company
Funding (last 2 of 4 rounds)
May 2021
$250m
LATE VC
Mar 2021
$50m
SERIES C
Total funding: $316m
Company benefits
- Remote first, flexibility is key: Work from where you want and meet up with your colleagues somewhere new each quarter
- Health, dental, vision benefits: For you and your dependents, so you can feel your best without worry
- Parental leave, fertility & family planning benefits: We're proud to offer meaningful programs that help you put your family first
- Unlimited PTO: We really mean it when we say we want you to take time off when you need it - and we love a good company holiday
- Customized workstations: Choose a comfortable work-from-home set up that makes sense for you
Company HQ
Financial District, San Francisco, CA
Leadership
Luke Voiles
(CEO)Joined Pipe in 2023 as CEO. They have nearly two decades of leadership experience growing technology businesses, including Square Banking at Block, and Intuit's small business lending unit.
Josh Mangel
(Co-Founder)Previously Head of Product at Fair.com, CEO & Co-Founder at Skurt and was the Co-Founder of Beatdeck.
Harry Hurst
(Co-Founder)Also the Co-Founder of Protagonist. Previously Entrepreneur of the Year at Ernst & Young and was the Co-Founder of Skurt.
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