AI/ML Job: Machine Learning Engineer (NLP)

Nemo

Machine Learning Engineer (NLP) at Nemo

πŸ‡ΊπŸ‡Έ United States β€Ί California β€Ί San Francisco
  (Posted Oct 8 2021)

Do they allow remote work?
Remote work is possible, see the description below for more information.

Salary
$75k – $110k β€’ 0.5% – 1.5%

Job description
Nemo automatically extracts and surfaces intelligent content from virtual meetings to help team members participate in meetings they did not attend live (timezones and workloads prevent us from attending every meeting, so send Nemo instead). The collaboration tools of today are not well-suited to the demands of hybrid/remote teams – come and help us build the next generation of collaboration technology!

We recently raised a pre-seed round (entirely virtually) to enable our team to grow to the next level, and we're backed by top SF-based enterprise SaaS investment funds (Darling Ventures, Forum Ventures) and collaboration industry angels. Nemo was conceived mid-January 2021 and built from scatch by co-founders Joe Taylor and Andy Payne (former managers of Cisco's collaboration innovation labs). Nemo can already do a lot of cool stuff in the current pre-product stage – it's time now to focus on refining the product with our earliest users and get to the next stage.

Who we're looking for

We're looking for an NLP-focused machine learning developer to help us enhance Nemo's ability to automatically map a virtual meeting's structure (topics, questions, tasks etc) using data collected by Nemo's virtual agent during a meeting. Startup experience is helpful, but not mandatory. Demonstrating your previous work in this space is essential, as is an unsatiable curiosity!

What you'll do

As an early member of our team, your role will include:
Building out Nemo's proprietary meeting processing engine, specifically working with very large datasets collected by Nemo's virtual agent during our user's meetings
Working with a variety of NLP platforms, such as SpaCy/HuggingFace/TensorFlow, to deduce topics/questions/tasks/mood etc from a meeting's audio transcription
Whilst NLP is the main focus, there's also the opportunity to apply computer vision techniques using a meeting's video recording to enhance what is detected from the audio transcription
Training Nemo using publicly-available meeting/events
Liaising with our app developers to help surface useful meeting information to users
Continually pushing Nemo's capabilities to reach the point of delivering highly useful meeting overviews with the little-to-no human involvement needed
Communicating Nemo's approaches and capabilities to the wider ML community (this is optional but we like it when someone is so jazzed about their work that they want to tell others about it)

This is the ideal role if you have...
The strong desire to be part of a fast-moving, early stage startup
3+ years of experience in machine learning/deep learning/data science, either from work experience or via a PhD/Masters program
A demonstrable record of working on machine learning/deep learning projects (this is really important, we want to see what you've built personally that is out in the wild)
A strong ability and desire to learn and quickly apply new technologies as needed
The burning desire to make a difference to how people will collaborate in the newly-minted (and hopefully post-pandemic) world of remote/hybrid working
An appreciation of fully remote teams and the desire to work that way

Benefits
Competitive salary
Healthcare, dental and vision (US only)
Unlimited PTO
Equity
Fully remote, with in-person team meet-ups every 4-6 months
$1k budget for home office equipment

Just so you know...

Nemo is built from the ground up as a remote team. We believe in flexible working arrangements, and emphasize synchronous and asynchronous collaboration.

We don't care much where/if you went to school/university, or what your academic past looks like. We strongly encourage people of color, lesbian, gay, bisexual, transgender, queer and non-binary people, veterans, parents, and individuals with disabilities to apply.

Nemo is an equal opportunity employer and welcomes everyone to our team. Our interviewing process is entirely virtual – if you need reasonable adjustments at any point in the application or interview process, please let us know. Please feel free to specify which pronouns you use (for example - she/her, he/him, they/them, etc).


 

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