Senior Software Engineer, Machine Learning
WellSaid Labs
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Posted on Friday, June 2, 2023
We firmly believe in AI for good.
Creatives around the globe use Studio to create compelling employee training, design unique digital experiences, and narrate audiobooks. We enable creatives by putting high-tech, human parity technology into their hands, giving them the ability to add voice-over to any project and iterate with ease.
We have developed a breakthrough AI algorithm that creates synthetic, realistic speech from text. You will work on our core Text-to-Speech (TTS) service that enables creatives to make lifelike voiceovers for videos, audiobooks, and trainings.
WellSaid Labs is looking to hire a Senior Software Engineer, Machine Learning. This is a unique opportunity to join a fast-growing startup early and to make a meaningful impact.
What you'll do:
In this role, you will be working with the CTO to elevate the developer experience for our State-of-the-Art Deep Learning TTS service. This includes optimizing our training pipeline, automating our delivery pipelines, and rewriting abstraction layers.
More specifically, you'll work on:
Iteratively and incrementally improve the ease of use, reliability, and performance of our TTS service.
Build tooling for automating custom voice creation.
Set up a CI / CD pipeline.
Develop data structures for loading, processing, and validating 1000s of hours of text and speech data.
Improve the performance and the scalability of our machine learning training pipeline by integrating tools like DeepSpeed, PyTorch AMP, PyTorch JIT, and PyTorch Profiler.
Monitor our TTS deployment. You'll manage standard metrics like latency, performance, and cost. You'll also keep track of TTS metrics like loudness, cadence, and naturalness.
Improve the scalability of our TTS deployment.
Be mindful and conscientious of AI ethics and the social impact of the work you do at WellSaid Labs.
Open-source reusable libraries and tooling.
Help interview and recruit more talented engineers to WellSaid Labs!
What you'll have:
Understanding of the key elements to a good developer experience.
Experience in iteratively and incrementally developing a mature data-driven web service.
Experience with deep learning frameworks (e.g., PyTorch, Tensorflow, etc.)
Great attention to detail.
Experience automating delivery pipelines and integrating continuous monitoring.
Attention to creating modular, secure, and well-tested code.
Experience building reusable tools to increase workflow efficiencies.
A background using data structures and algorithms to processes large amounts of data.
Experience with cross-team collaboration.
(Bonus) Experience with our tech stack which includes: PyTorch, C++, Python, CUDA, Docker, Google Kubernetes Engine.
(Bonus) Experience with web technologies like HTML, CSS, React, Node.
(Bonus) Experience profiling and optimizing deep neural network performance.
Your perks and benefits:
What We Offer
Our team is fully distributed and we support flexible schedules. WSL is proud to support an inclusive work environment that emphasizes each team member’s personal and professional growth. You’ll have teammates just a Slack message or video call away if you ever need help solving an exciting challenge, or even if you just have a funny story to tell.
Other perks and benefits:
Competitive salary range and stock options
Full medical, dental, and vision insurance
Matching 401(k) plan
Generous vacation policy/paid time off
Flexible schedules
Remote-first company culture
Parental leave
Learning & development stipend
Home office stipend
To apply, please reach out to wslcareers@wellsaidlabs.com
This job is no longer accepting applications
See open jobs at WellSaid Labs.See open jobs similar to "Senior Software Engineer, Machine Learning" FUSE.