ML Engineer

last updated January 2, 2021 15:09 UTC

InReach Ventures

HQ: Remote

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InReach is changing how VC in Europe works, for good. Through data, software and Machine Learning, we are building an in-house platform to help us find, reach-out to and invest in early-stage European startups, regardless of the city or country they’re based in.

We are looking for a machine learning engineer to lead in the continued development of InReach’s machine learning capabilities. This involves cleaning / wrangling / merging / processing the data on companies and founders from across Europe, building algorithms to find new opportunities, and the pipelines for continuous improvement.

It is important to us that candidates be passionate about helping entrepreneurs and startups. This is our bread-and-butter and we want you to be involved.

This is a remote-first role, whether you’re in the office in London or working remotely, so we are looking for someone with excellent written and spoken communication skills. InReach is a remote-first employer and we are looking to this hire to help us become an exceptional place to work for remote employees.

Background Reading

  • InReach Ventures, the ‘AI-powered’ European VC, closes new €53M fund

  • The Full-Stack Venture Capital

  • Roberto Bonanzinga starts InReach Ventures with DIG platform

  • Exceptional Communication; our guidelines for remote working

Interview Process

  • 15m video chat with Ben, CTO to find out more about InReach and the role

  • 2h data pipeline technical test working alongside Ben

  • 2h data science technical test working alongside Ghyslain, Product Manager

  • 30m architectural discussion with Ben, talking through the work you did on the pipeline

  • 30m data science discussion with Ghyslain, talking through the data science work

  • 2h interview with the different team members from across InReach. We’re a small company so it’s important we see how we’ll all work together – not just the tech team!

Responsibilities

  • Creatively and quickly coming up with effective solutions to undefined problems

  • Choosing technology that is modern but not hype-driven

  • Developing features and tests quickly with good, clean code

  • Researching and experimenting on algorithms in a structured fashion, using engineering discipline

  • Being part of the wider development team, reviewing code and participating in architecture from across the stack

  • Communicating exceptionally, both asynchronously (written) and synchronously (spoken)

  • Helping to shape InReach as a remote-first organization

Requirements

Skills

  • Excellent spoken and written English

  • Experience working for a remote organization or be able to compellingly describe why you’ll be great at it!

  • Great time management and communication

Technologies

  • Python3

  • Jupyter Notebooks

  • Pipenv

  • Python Unittest

  • Postgres

  • Pandas

None of these are a prerequisite, but help:

  • SQS

  • Dynamodb

  • Scikit Learn

  • Pandas

  • AWS Lambda

  • Docker

  • Numpy

  • PyTorch

$70,000

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