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Machine Learning Engineer

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職缺 10 個月前更新

職缺描述

KKLab, being a technology venture, collaborates with our partners to turn ideas into products using leading edge technologies.  KKLab so far has two AI products to offer: KKRaaS and Lyricist.aiKKRaaS is a B2B generic recommendation platform while Lyricist.ai is a lyrics generator. There are many more AI related projects in incubation.

We are seeking a talented machine learning engineer to build audio/music AI systems. This role will be working with other machine learning engineers to develop algorithms ranging from audio/music analysis to audio/music generation. The algorithm has to strike a perfect balance between computation efficiency and model accuracy.

We are looking for a candidate who is self-motivated with machine learning knowledge and passionate about engineering excellence. 

Responsibility

  • Working with cross-country stakeholders and teams to build a music AI system.
  • Understand, modify, and implement state-of-the-art technologies in audio/music analysis and generation from academia into products.
  • Understand and breakdown state-of-the-art models into reusable components and develop new models by using those reusable components.
  • Understand qualitative feedback from human labellers and translate it into quantitative metrics.
  • Build simple prototypes and demo sites for newly developed models.

職務需求

  • Solid understanding of various machine learning models and techniques in audio/music analysis and generation.( eg. DDSP-VST, Magenta, etc )
  • Fluent with Python.
  • Familiar with popular machine learning frameworks such as tensorflow, pytorch, scikit, etc.
  • Understanding of music theory is a plus.
  • Professional experience in music (band member, music critic) is a plus.
  • Fluent in Mandarin (interview will be conducted in Mandarin)

      面試流程

      1. Hiring manager / 15~30m / phone
      2. Team, bar raiser / 60~90m / Google Meet
      3. GM, hiring manager / 60~90m / Google Meet

      Please submit your application via KKLab Career Website (https://kklab.freshteam.com/jobs), as we will prioritize the applicant's resume on Career Website.

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      關於我們

      KKLab is a venture studio, formed by 30 data scientists & venture technologists. We seek joint-ventures with influential experts to demystify machine learning necessary to building valuable business. We work hybrid - 4 days WFH and 1 day IRL. If you are interested in building future businesses rooted in purpose, we want to get to know you.


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