Software Developer - Machine Learning

Coveo; Montreal; Hybrid; CAD 80,000 - 110,000; Full time

Job summary

A leading company in AI solutions is seeking a Software Developer in Machine Learning to join their hybrid work model. This role focuses on expanding NLP technologies across teams and delivering innovative solutions in various business verticals. You will collaborate closely with scientists, leveraging state-of-the-art resources to tackle real-world challenges.

Qualifications

• 3+ years of industry experience in Machine Learning preserving internal tools.
• Strong fluency in delivering reliable production code efficiently.
• Excellent communication skills for explaining technical concepts.

Responsibilities

• Participate in all aspects of NLP technology delivery.
• Identify current pain points in NLP research and deliver solutions.
• Engage with peers to improve shared ways of working.

Skills

Data Engineering Best Practices

Collaboration

Natural Language Processing

Software Engineering

Tools

Python

AWS

Snowflake

Honeycomb

Langchain

Haystack

Transformers

Job description

Please note that our positions are offered in a hybrid model at our Montreal and Quebec City offices, as well as remotely across the province of Quebec, under certain conditions.

Enable NLP Technology Reuse Across The Company

As a Software Developer in Machine Learning, you will play a key role in supporting teams of applied scientists and ML developers who train, evaluate, and use a variety of NLP models, including LLMs.

Your team is the CoreNLP team, a mix of scientists and developers who provide reusable NLP technologies that accelerate delivery for the other teams in your unit. Your mission is to contribute to prototyping, productionizing, and maintaining the NLP technologies that power some of Coveo's most visible AI capabilities.

Here Is What Makes This Opportunity Exciting

Your team is uniquely positioned to impact Coveo’s research and development efforts and offers one of the best environments to quickly get up to speed with state-of-the-art NLP technology.

The ML unit at Coveo focuses on finding ways to apply the latest advances in Recommender Systems, Ranking Optimization, LLMs and NLP to build innovative solutions in commerce, self-service and other business verticals. We solve real problems with real data, for hundreds of large enterprise clients all around the world, on a modern platform that serves over 100M requests and automatically trains thousands of ML models on a daily basis.

Here Is a Glimpse At Your Responsibilities

• Participate directly in every aspect of NLP technology delivery: requirements gathering, conception, implementation, automated testing, release, monitoring, maintenance, etc.
• Along with the rest of your team, make continuous learning a weekly practice that ensures awareness of emerging opportunities in the field.
• Identify current pain points in NLP research and development and deliver software that addresses them.
• Engage with your community of peers to challenge the status quo, improve our shared ways of working, and influence overall architecture decisions.
• Learn, utilize and evolve our data and tech stack which includes Python, AWS, Snowflake, Honeycomb and others.
  
  

Here Is What Will Qualify You For The Role

• 3+ years of industry experience in Machine Learning, including maintaining internal tools and libraries relied on by other teams.
• Strong fluency in data and software engineering best practices, with a proven ability to deliver reliable production code efficiently.
• A collaborative mindset: you enjoy working closely with scientists to understand their challenges and improve their tools and workflows.
• Experience with widely used NLP libraries such as Langchain, Haystack, and Transformers.
  
  

Here Is What Will Make You Stand Out

• Familiarity with asynchronous programming.
• Domain knowledge in areas like Natural Language Processing, Information Retrieval or Retrieval Augmented Generation, along with an understanding of the technical implications of building software for such use cases.
• Excellent communication skills and the ability to clearly explain complex technical concepts to audiences with varying levels of technical proficiency.
  
  

Do you think you can bring this role to life?

You don’t need to check every single box; passion goes a long way and we appreciate that skillsets are transferable. Send us your CV, we want to get to know you! Join the #Coveolife!

We encourage all qualified applications regardless of, for example, age, gender, disability, gaps in CV, national or ethnic background. We know that applying for a new role is a lot of work and we really appreciate your time.