Senior Data Scientist

GlobalRelay; Vancouver; On-site; CAD 90,000 - 130,000; Full time

Job summary

Join a leading company as a Senior Data Scientist, where you'll build innovative AI and machine learning solutions. Work with agile teams on exciting projects involving natural language processing, and contribute your expertise in a collaborative environment. This position offers opportunities for mentorship and continuous improvement.

Qualifications

• 5+ years of experience solving machine learning problems.
• Experience with very large data sets in enterprise applications.
• Experience mentoring junior and intermediate data scientists.

Responsibilities

• Build and deploy machine learning models.
• Execute all steps in the data science process.
• Mentor junior data scientists and contribute to knowledge sharing.

Skills

Machine Learning

Python

Bash

Data Analysis

Communication

Organizational Skills

Education

BSc in STEM or Linguistics

MSc in STEM or Linguistics

PhD in STEM or Linguistics

Tools

PyTorch

Sklearn

TensorFlow

TensorRT

Kubernetes

Job description

As a Senior Data Scientist you will be building artificial intelligence and machine learning solutions for Global Relay’s customers. Our solutions are developed by small, focused agile teams of data scientist and developers. You will be applying a wide variety of models to very large electronic communication archives in order to classify and understand communication content. You'll have the opportunity to work in machine translation, transcription, natural language processing, LLMs (large language models), and / or generative AI. You also get to tackle interesting and engaging problems related to scalability and high availability in big data environments.

This is an opportunity to work alongside some of the best data scientist in Vancouver and apply your craft in an environment that encourages creative thinking andcollaboration.

Your job :

• Work closely with other data scientists and developers in building and deploying various machine learning models
• Execute all steps in the data science process from understanding business requirements to deploying models
• Take initiative to identify and solve important problems, coordinating with others on cross-cutting technical issues
• Participate in design review, code review, sprint planning, and other Agile artifacts
• Collaborate with Product Management on user story generation and refinement
• Contribute to knowledge sharing activities with colleagues
• Mentor junior and intermediate data scientist via pairing and reviews
• Instill a spirit of continuous improvement in the team’s code, architecture, and processes

About you :

• 5+ years of experience with solving machine learning problems
• BSc in a STEM or Linguistics subject or equivalent work experience
• Experience working with very large data sets in an enterprise-wide application environment
• Experience with Python and Bash
• Experience with common machine learning libraries such as : PyTorch, Sklearn, TensorFlow, TensorRT and others
• Experience mentoring junior and intermediate data scientists
• Strong organizational and communication skills

Nice-to-haves :

• MSc in a STEM or Linguistics subject (considered 1 additional year of experience)
• PhD in a STEM or Linguistics subject (considered 2 additional year of experience)
• Data collection and cleaning experience
• Experience with :

Acoustic or language models for speech recognition

• Kubernetes and micro services

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