Senior Software Engineer, Machine Learning

WellSaid Labs
·
Posted: 
April 20, 2023
·
Remote
Job Commitment
Full-time
Job Commitment
Senior
Job Function
Dev & Engineering
Salary
N/A
Job Commitment
Full-time
Experience Level
Senior
Workplace Type
Remote
Job Function

This job is closed

We regret to inform you that the job you were interested in has now been closed. Although this specific position is no longer available, we encourage you to continue exploring other opportunities on our job board.

About the position

The job overview for the Senior Software Engineer, Machine Learning role at WellSaid Labs involves working with the CTO to improve the developer experience for their Deep Learning TTS service. This includes optimizing the training pipeline, automating delivery pipelines, and rewriting abstraction layers. The role also involves improving the ease of use, reliability, and performance of the TTS service, building tooling for automating custom voice creation, and developing data structures for loading, processing, and validating large amounts of text and speech data. The ideal candidate should have experience with ML concepts and best practices, deep learning frameworks, and creating modular, secure, and well-tested code.

Responsibilities

  • Work with the CTO to elevate the developer experience for the Deep Learning TTS service
  • Optimize the training pipeline, automate delivery pipelines, and rewrite abstraction layers
  • Iteratively and incrementally improve the ease of use, reliability, and performance of the TTS service
  • Build tooling for automating custom voice creation
  • Set up a CI/CD pipeline
  • Develop data structures for loading, processing, and validating large amounts of text and speech data
  • Improve the performance and scalability of the machine learning training pipeline by integrating tools like DeepSpeed, PyTorch AMP, PyTorch JIT, and PyTorch Profiler
  • Automate and monitor the TTS deployment, manage standard metrics like latency, performance, and cost, and keep track of TTS metrics like loudness, cadence, and naturalness
  • Improve the scalability of the TTS deployment
  • Be mindful and conscientious of AI ethics and the social impact of the work done at WellSaid Labs
  • Open-source reusable libraries and tooling.

Requirements

  • Experience with and solid understanding of machine learning concepts and best practices
  • Experience with deep learning frameworks such as PyTorch and Tensorflow
  • Understanding of key elements to a good developer experience
  • Experience in iteratively and incrementally developing a mature data-driven web service
  • 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
  • Background using data structures and algorithms to process large amounts of data
  • Experience implementing automated model training and data processing
  • Experience implementing various tooling for speed up training and modeling
  • Bonus: Experience with lower level kernels and mixed precision
  • Bonus: Experience with tech stack including PyTorch, C++, Python, CUDA, Docker, Google Kubernetes Engine
  • Bonus: Experience with web technologies such as HTML, CSS, React, Node
  • Bonus: Experience profiling and optimizing deep neural network performance
  • Must be a U.S. Citizen or Permanent Resident
  • Must pass a pre-employment background check

Job Application Resources

No items found.

More Openings at WellSaid Labs

WellSaid Labs
Web Design
Web Design
Web Design
Web Design
Remote
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Manager
·
101-250
Employees
This is some text inside of a div block.
WellSaid Labs
Web Design
Web Design
Web Design
Web Design
Remote
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Senior
·
101-250
Employees
This is some text inside of a div block.
WellSaid Labs
Web Design
Web Design
Web Design
Web Design
Remote
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Mid Level
·
101-250
Employees
This is some text inside of a div block.
WellSaid Labs
Web Design
Web Design
Web Design
Web Design
Remote
·
Full-time
·
Customer Service
$
320,000
-
$
360,000
/Year
·
Director
·
101-250
Employees
This is some text inside of a div block.
WellSaid Labs
Web Design
Web Design
Web Design
Web Design
Remote
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Mid Level
·
101-250
Employees
This is some text inside of a div block.
WellSaid Labs
Web Design
Web Design
Web Design
Web Design
Remote
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Manager
·
101-250
Employees
This is some text inside of a div block.

Similar Jobs

Reltio
Web Design
Web Design
Web Design
Web Design
Onsite
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Senior
·
101-250
Employees
This is some text inside of a div block.
Reddit
Web Design
Web Design
Web Design
Web Design
Onsite
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Manager
·
101-250
Employees
This is some text inside of a div block.
Recorded Future
Web Design
Web Design
Web Design
Web Design
Onsite
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Manager
·
101-250
Employees
This is some text inside of a div block.
Reddit
Web Design
Web Design
Web Design
Web Design
Onsite
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Manager
·
101-250
Employees
This is some text inside of a div block.
Recursion
Web Design
Web Design
Web Design
Web Design
Onsite
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Director
·
101-250
Employees
This is some text inside of a div block.
Pure Storage
Web Design
Web Design
Web Design
Web Design
Onsite
·
Full-time
·
Dev & Engineering
$
320,000
-
$
360,000
/Year
·
Mid Level
·
101-250
Employees
This is some text inside of a div block.

WellSaid Labs

WellSaid Labs is a developer of art text-to-speech technology that creates life-like synthetic voices, from the voices of real people.
Location
Seattle, WA
Company Size
51-100
Workplace Type
Industries
Artificial Intelligence
Real Time
Software
Data and Analytics
Science and Engineering
Open Roles
13
Less details
Create a Tailored Resume for this Role in Minutes
Start Building for Free

WellSaid Labs

WellSaid Labs is a developer of art text-to-speech technology that creates life-like synthetic voices, from the voices of real people.
Company Overview

WellSaid Labs is a developer of art text-to-speech technology that creates life-like synthetic voices, from the voices of real people.

Benefits
  • Competitive salary and stock options
  • Full medical, dental, and vision insurance
  • Matching 401(k) plan
  • Generous vacation policy/paid time off
  • Parental leave
  • Learning & development stipend
  • Home office stipend
Less details

Want Jobs in Your Inbox?

Sign up for the Teal newsletter and get career guidance and new jobs weekly!
Thank you! Your submission has been received!
Oops! Please provide a correct email address