Data Scientist / Computer Vision Engineer at Traverse Technologies (W19)
$100K - $180K  •  0.10% - 1.00%
AI driven professional engineering firm
Singapore
Full-time
3+ years
About Traverse Technologies

Where are the best places in the world to build a wind farm or a hydropower dam?

Traverse is an AI driven professional engineering firm focused on answering these types of questions.

We use AI, high performance computing and automation to speed up traditional prospecting, feasibility assessment and front end engineering work by 10x. Traverse can prospect for exceptionally high ROI project configurations across entire countries and also optimize the returns of individual projects amongst billions of potential permutations, helping our customers eliminate development risks dramatically.

About the role

About this role

Traverse is augmenting white collar professional engineering by 10x: from site investigations to singular project optimizations to country scale simulations. We are empowering civil, mechanical and electrical engineers do the most creative part of their job - that of exacting engineering judgement by removing all the frictional and tedious work involved in designing highways, power plants, transmission lines, pipelines, data centers and EV charging networks.

In this role, you will be shadowing such engineers and working closely within the team to modularize and automate their workflows:

  • You will work on methods to extract and clean unstructured data - sometimes all you will have are scanned PDFs.
  • You will implement efficient algorithms, primarily of a geospatial nature, that evaluates billions to trillions of project permutations that span across countries and continents.
  • You will work on statistics and probabilities of datasets in n-dimensions.
  • You will research and implement into production 3D reconstruction of outdoor locations using well known state of the art models.
  • You will research and implement computer vision of aerial acquired imagery.
  • You will manage ML training and production pipelines.

We’re looking for someone who

  • Has 5-7 years experience in software development.
  • Has 1-2 years of ML and computer vision experience.
  • Can pick up new programming languages quickly.
  • Demonstrated ability to learn and work independently and make decisions with minimal supervision.
  • Demonstrated ability to collaborate and iterate with non-software stakeholders to design solutions.
  • Cares deeply about users, customers and team work more so than frameworks and language.
  • Has key traits of humility, curiosity, growth and nice-ness.

You're excited about us because we offer

  • Competitive compensation as well as equity.
  • Perks: insurance, commute, meals, phone bill.
  • A chance to revolutionize professional engineering and reduce the cost and risks associated with deploying infrastructure on a global scale.

Equal Opportunity

Traverse provides equal employment opportunity (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, genetics, sexual orientation, gender identity or gender expression.

Technology
  • High performance computing for simulations of a geospatial nature.
  • Computer vision on both 3D and 2D imagery.
  • Large scale data acquisition, pipelining and warehousing.
  • Weather and earth sciences.
  • Integration of hardware interfaces.
  • Human-AI user interfaces.

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