Senior Data Scientist | Data Products Job - Karkidi

Senior Data Scientist | Data Products

Ramp Business Corporation
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Job Description

About the Role

We believe that data science & machine learning are fundamental to building the finance automation platform of the future. We are looking for someone to lead the design and build of algorithmic services used in our core product. 

Some early opportunities include: 

  • Matching receipts to transactions so no one ever has to fill out an expense report again
  • Predicting if a transaction is part of a trip to ensure spend is within policy
  • Recommending suggestions to automate user experiences across the platform 

You’ll be responsible for end-to-end development of machine learning products—this includes building training and evaluation workflows, owning deployed services and contributing to the design of products that rely on those models. You will need to have a head for strategy & cross-functional collaboration and thrive partnering closely with engineering & product teams to prioritize, execute, and drive results. You will also partner closely with the rest of the data org to design, implement, and maintain data science services in production.

What You’ll Do

  • Design, implement, and monitor machine learning systems enabling automation and delight to save customers time and money throughout Ramp’s product
  • Full stack data science development: from upstream data modeling and cleaning to research and prototyping to designing experiments to deploying, monitoring and iterating on models in production
  • Contribute to the company roadmap by working closely with stakeholders throughout the lifecycle of prioritization: from complex and nebulous business context, to well-defined objectives, to a roadmap of scoped opportunities for leveraging data science to drive results
  • Manage the upstream and downstream relationships and SLAs with frequent data science collaborators: analytics engineering, data platform and core engineering, as well as third party vendors and software providers
  • Lead solutions on challenging data science problems around unstructured data, labeling & annotations, and human-in-the-loop systems & processes

What You Need

  • Bachelor’s degree or above in a quantitative field with a minimum of 3 years of industry experience as a Data Scientist, Research Scientist, Machine Learning Engineer, or equivalent
  • Strong knowledge of SQL (preferably Redshift, Snowflake, BigQuery), experience working with large datasets in Python
  • Ability to build standalone data science products/services and to work cross-functionally to deploy and monitor in production
  • Desire to collaborate with stakeholders to design and integrate data into Ramp’s product
  • Experience with designing and building realtime ML systems in production applications and at scale
  • Ability to thrive in a fast-paced environment with a desire to constantly improve that focuses on solving problems with iterative technical solutions

Nice to Haves

  • Experience with information retrieval, recommender systems or generative models 
  • Strong perspective on data science development cycle (data modeling, version control, documentation + testing, best practices for codebase development)
  • Familiarity with MLOps/infra required to support data science product solutions, experience with orchestrators and artifact management - i.e. Metaflow, MLflow or equivalent
  • Familiarity with data orchestration platforms (Airflow, Dagster, Prefect)

Compensation

  • The annual salary/OTE range for the target level for this role is $170,000-$200,000 + target equity + benefits (including medical, dental, vision, and 401(k)

Ramp Benefits (for U.S. based employees)

  • 100% medical, dental & vision insurance coverage for you
    • Partially covered for your dependents
    • One Medical annual membership
  • 401k (including employer match)
    • Please note only 401k contributions made while employed by Ramp are eligible for an employer match
  • Unlimited PTO
  • Fertility HRA Up to $5,000 per year
  • WFH stipend to support your home office needs
  • Wellness stipend
  • Parental Leave
  • Relocation support
  • Pet insurance

Company Info.

Ramp Business Corporation

Ramp is building the next generation of finance tools – from corporate cards and expense management, to bill payments and accounting integrations – designed to save businesses time and money with every click. Over 10,000 companies are spending an average of 3.5% less and closing their books 8x faster by switching to Ramp's finance automation platform. Founded in 2019, Ramp powers the fastest-growing corporate card in America and enables billions

  • Industry
    Financial services
  • No. of Employees
    550
  • Location
    New York, NY, USA
  • Website
  • Jobs Posted

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