About Autify

Higashi Nihonbashi, Tokyo

A test automation platform founded in San Francisco by a team of engineers who were the first Japanese team to graduate from the top US accelerator Alchemist Accelerator. Over 300 companies have implemented our platform.

Key benefits

  • Engineering-centric culture
  • Remote-first
  • Internationally minded engineers

About the position

We are looking for an expert in machine learning to help us build AI systems to deliver value to our customers. You will work on designing, developing, training, and deploying medium to large-scale deep learning models.

The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.

You will primarily work with images (screenshots of web pages and mobile apps) and text. Your work will be mostly related to Computer Vision and Natural Language Processing. Most of the projects are developed in a supervised fashion, some semi-supervised and some in reinforcement learning settings.

Responsibilities

  • Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Writing models from scratch and using off-the-shelf models for solving a given problem.
  • Optimizing model for best performance vs. accuracy trade-off
  • Writing cost-optimized and long-running training pipelines for medium to large models
  • Designing metrics to estimate the model quality
  • Developing pipelines for automatically deployment models to production

Requirements

  • 2+ years of experience as a machine/deep learning engineer
  • Bachelor’s degree in computer science, data science, mathematics, or a related field
  • Advanced proficiency in writing code using Python
  • Extensive knowledge of using Deep Learning Frameworks (preferably PyTorch)
  • Comfortable in using a remote Linux server as a primary development environment

Nice to haves

These aren’t required, but be sure to mention them in your application if you have them.

  • Master’s degree or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or related technical field
  • Experience handling both research and development.
  • Experience working with Containers, Docker, and Kubernetes

Desired Personality Traits

  • Someone who is passionate about Machine Learning and stays up-to-date with the latest developments in the field
  • A person who understands the building blocks of ML and is able to translate a business problem into an ML problem

Compensation

¥8.5 to 12 million annually.

Hiring Process

  1. Coding test (take-home)

  2. Technical assignment (take-home)

  3. Technical interview - 90min

  4. Final interview - 90min

Meet Autify's Developers

A culture of open communication at Autify

with Samuel Johnson

Samuel Johnson shares his experiences of working at Autify, where he does a mix of SRE and backend engineering. He explains how their product and working environment make it an attractive opportunity.

Read his story...

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About Autify

Higashi Nihonbashi, Tokyo

A test automation platform founded in San Francisco by a team of engineers who were the first Japanese team to graduate from the top US accelerator Alchemist Accelerator. Over 300 companies have implemented our platform.

Key benefits

  • Engineering-centric culture
  • Remote-first
  • Internationally minded engineers

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