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Payroll Manager

WSC Sports

WSC Sports

Accounting & Finance
Israel
Posted on Friday, April 5, 2024

Data Quality Engineer

  • Engineering
  • Israel
  • Full-time

Description

WSC Sports, the pioneer in AI-powered content technology, empowers more than 460 clients worldwide to connect with their fans through AI-tailored sports content experiences. Our platform automates content creation, management, and distribution, enabling media rights holders to expand reach, grow fan bases, and unlock revenue opportunities across digital platforms.

Why WSC Sports:

You'll work in an exciting environment alongside some of the most innovative people in the industry, using cutting-edge tools and technologies. At WSC Sports, you have the opportunity to directly influence the products and solutions used by our clients worldwide, including sports giants such as the NBA, Bundesliga, LaLiga, ESPN - and that's just the beginning of what we have to offer! Join us and be a part of the best tech team as we Fuel The Fandom.

We are looking for an automation engineer to lead the evaluation and quality efforts of our ML algorithms and services. As part of the role you will design and implement both automatic and manual tests for evaluating the quality of our data and ml algorithms.

What you’ll do:

  • Set, design and implement quality standards and processes.
  • Design and implement automated tests and visualisations to run periodically and/or upon updates
  • Define and conduct tests to ensure the quality of algorithms services in terms of run time, integration, error handling and scale under different environments and constant changes.
  • Define and conduct tests to ensure the accuracy of algorithms in production.
  • Identify weak spots and monitor algorithms’ stability in order to ensure the service hits its objectives for a wider range of systems and longer periods of time as data drifts.
  • Adopting and incorporating third-party open source libraries e.g. for evaluating LLMs.
  • Monitor our production systems and be the POC for issues.

Requirements

Required Skills

  • B.Sc in computer science / relevant engineering
  • 2+ years of experience in Python development
  • Understanding of statistics (Advantage)
  • Independent, proficient, autodidact
  • Experience with developing and maintaining tests framework
  • Experience with relational SQL database
  • Understanding of QA processes: test case planning, feature ownership, automation reporting and triage, bug reporting, regression & isolation

Example for concrete Tasks

  • Magicrop / Audio Piracy / Auto-Press / Recap new systems or ongoing data evaluation tool
  • Run a regression test for every new version of a model (e.g. S2T, Subtitle)
  • Create an automation to run a stress test for any new model
  • Facilitate the evaluation of the recap service (with operations)