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Software Engineer - Machine Learning Ops

Employer
Speechmatics®
Location
UK
Salary
Competitive
Closing date
27 Jul 2021

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Sector
Technology & New Media
Contract Type
Permanent
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Job Details

Location: Hybrid - Remote + Cambridge/London

Reporting to: Sam Ringer, Chief Machine Learning Engineer

Role type: Full time (37.5 hours), permanent

Job Role Ref: EngMod006

About Speechmatics

As a recognizedpioneer and market leader in machine learning voice engineering, Speechmatics enables companies to buildapplications that detect and transcribe voice in any context in real-time. Its neural networks consider acoustics, languages,dialects, multiple speakers, punctuation, capitalization, context and implicit meanings.

Speechmatics is a rapidly growing, global company with offices in Cambridge, UK, Denver, USA, Chennai, India and Brno, Czech Republic. With ambitious growth plans comes great opportunities that are exciting and progressive. You will be working with some of the smartest minds in the industry, working on cutting-edge projects and deploying the latest techniques to disrupt the market.

If this is a mission you want to contribute to in a passionate way, then we want to hear from you.

About the Job

We're looking for software or machine learning engineers to help significantly scale our neural networks. We are aiming to train our models on millions of hours of audio, terabytes of text and hundreds of GPU. We want to do so reliably, efficiently and in a reproducible way.

This is an opportunity for you to define what our pipelines will look like as we cement our position as a strong scale-up company. We are looking for someone able to find performance bottlenecks, improve the reliability of our systems, and design better abstractions for managing our code and pipelines.

We want strong software and infrastructure skill. Although the goal of this role is to support our machine learning operations, you will have to be self-directed and autonomously find the most important problems to solve.

Key Responsibilities
  • Designing and writing code that not only accelerates research, but also allows for fast and robust deployment.
  • Management of a high-performance infrastructure of dozens of machines.
  • Any other suitable and relevant duties as assigned.


Role Requirements
  • Ability to dig into problems across a stack of unfamiliar code, whether it's networking, infrastructure, or runtime performance.
  • Experience with some, but not all, of the following: Docker, Ansible, PyTorch, Airflow, NFS, object storage.


Salary

We have a salary band in mind for each role, however we are candidate-led, so we want to ensure we attract the very best talent and remain flexible. We also offer comprehensive benefits.

Interview Process

The interview process for each role does vary, but usually, we would start off by asking you to complete a Further Information Form, so that we can be clear on your expectations from the start and get to know you a little better. Then we ask you to have a quick chat with the Hiring Manager to establish suitability and for you to ask us any questions before we progress the application by sending you role specific tests/tasks (if applicable). If this goes well, you will be asked to attend (either remotely or onsite if you are able) more technical interviews before we arrange a 'meet the team' session.

Please do let us know as soon as possible how we can best accommodate you and make any reasonable adjustments to facilitate the interview process and make the experience as comfortable as possible.

Equality, Diversity, and Inclusion

Ensuring a diverse and inclusive workplace is our priority. We are committed to providing an environment of acceptance where you are free to bring your full self to work. We positively encourage applications from suitably qualified and eligible candidates regardless of gender, race, disability, age, sexual orientation, transgender status, religion or belief, marital status, national origin, veteran status or pregnancy and maternity status.

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