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Deep Learning Engineer (Founding team)

Synth LogoSynth


Date Posted

26 Jun, 2022

Salary Offered

$27000 — $36000 yearly

Job Type

Full Time

Experience Required

No experience required

Remote Work

Yes

Stock Options

No

Vacancies

1 available


What we are looking for:

  • You will be the first deep learning engineer on the team—you'll work directly with the co-founders and significantly influence and drive the direction and culture of the company
  • You know when to move fast with a bias for action, and when to slow things down with a more considered process
  • You are curious, have a lot of ideas about the future of learning and work and can communicate your reasoning clearly
  • Have a passion for the interdisciplinary problem that we are solving and are product-driven. Our product roadmap has features that are large with open-ended scope
  • Can deconstruct tricky problems and work towards a simple solution, by yourself or collaboratively with teammates and are comfortable asking for help when you get stuck
  • Are left to autonomously figure out the solutions to their challenges
  • Enjoy being a generalist and is naturally curious and willing to take a step to learn something you don’t have experience in while building the product
  • Feel a great sense of accountability to each other and are open to ambiguity

What you'll do:

  • Design, train and deploy NLP models using speech and text data while understanding customer needs (including data collection and curation)
  • Monitor and improve performance of models deployed to production
  • Write well-crafted programs at all levels of the system. This includes human-in-the-loop data pipelines, experiment prototypes, fast and scalable deployment models, and evaluation, visualization and monitoring systems
  • Promote excellence and best practices in regards to research, implementation, tooling, and system design
  • Prototype ideas rapidly using cutting edge technologies, drive architecture discussions, and propose solutions to system and product changes

Skills & Experience (You would get straight up to speed on day one if you have)

  • 2+ years of experience in building products based on NLP (we are happy to waive the experience criteria if you feel you are exceptional, educational qualification is no bar)
  • Strong exposure to at least 1-2 state of the art NLP algorithms e.g GPT, BERT, T5, RoBERTa etc.
  • Solid understanding of deep learning frameworks like TensorFlow and PyTorch to experiment with Neural nets and Datasets
  • Proficient with AWS Sagemaker or an equivalent service to train and deploy neural nets
  • Skilled in using Docker to manage different environments and run open-source containers

Bonus Points:

  • Experience with deep reinforcement learning models
  • You enjoy going through the research papers to get inspired from research papers by translating them to code using the above tools
  • If you mention some of your failures in your CV/Resume

About Synth

Synth Logo

Second brain for knowledge workers

Company Size: 1 - 5 People
Year Founded: 2021
Country: United States

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