Machine Learning Specialist

ITjobs.ca; Ottawa; On-site; CAD 90,000 - 120,000; Full time

Job summary

A leading company in data solutions is seeking a Machine Learning Specialist to join their innovative AI Accelerator team. You will lead the development and deployment of AI/ML models, collaborate with various teams, and drive data-driven decision-making. Ideal candidates have extensive experience in machine learning, strong programming skills in Python, and a passion for AI innovation. This role offers a unique opportunity to influence strategic decisions and mentor a team of data scientists.

Qualifications

• 7-10 years of experience in machine learning and AI.
• Experience in deploying solutions in business workflows.
• Ability to communicate complex concepts effectively.

Responsibilities

• Lead development and deployment of AI/ML models.
• Collaborate on automation efforts for machine learning models.
• Visualize and report findings creatively.

Skills

Python

Machine Learning

Data Analysis

SQL

Cloud Platforms

Data Visualization

Education

Masters or PhD in a quantitative field

Tools

Scikit-learn

Pandas

Numpy

TensorFlow

Pytorch

Keras

Git

Job description

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Join Our Team And What We'll Accomplish Together

The AI Accelerator team is on a continuous journey towards helping TELUS become a world-class leader in data solutions, doing so by delivering data analytics capabilities built upon unified scalable platforms, advanced AI solutions, high-quality data, and a data-product-oriented culture while always keeping an eye on the horizon, preparing for the next big thing. We are entrepreneurial and live by our AI Manifesto of failing fast and being outcome vs technology-driven, creating value for our customers, team members, communities, and the environment. The team takes pride in our Artificial Intelligence and Machine Learning capabilities and takes ownership of each step of the process. From hypothesis generation, initial exploring of datasets, developing novel AI techniques to discover insights, to developing automation pipelines and web visualizations, we do it all!

Always wanted to work with a team of innovators touching all business units within TELUS, and be part of a culture that embraces creativity and collaboration? If so, we'd love to talk with you!

You'll be a part of the team and journey that will transform the way we do business across various domains. You'll collaborate with teams across the company, seeking out various data sources to help identify new business opportunities while championing data-driven decision-making and the accelerated adoption of AI. As a Machine Learning Specialist on the team, you will combine your expert knowledge of data science with your strong ML Ops and software development skills to automate and facilitate data exploration, analytics, machine learning model development, training and deployment and will leverage your experience in building reusable algorithms, functions and libraries.

What You'll Do

• Lead the iterative development, validation, and deployment of AI/ML models across the organization, ensuring continuous improvement and scalability
• Drive the development and deployment of Generative AI applications, tools, and frameworks that solve critical business challenges
• Collaborate on end-to-end automation efforts required to bring machine learning models to production, ensuring smooth deployment and operationalization
• Work with both structured and unstructured data to design, develop, and deploy innovative predictive models, metrics, and dashboards that deliver actionable insights
• Visualize and report findings creatively through various formats (e.g., dashboards, interactive reports) to ensure insights are easily understood and actionable for stakeholders at all levels
• Influence strategic decision-making and drive the adoption of a data-driven mindset across the organization by solving business challenges and uncovering new opportunities
• Develop re-usable code and solutions to accelerate future goals and deliver results faster and more reliably
• Support the evolution of Data science and AI products by influencing product roadmap through prioritizing features to meet business needs, recommending latest industry research, tools and best practices
• Build and maintain strong engagement with key stakeholders, understanding their business needs and priorities, and presenting AI/ML initiatives to VP-level executives and beyond
• Serve as a functional leader of AI/ML across the company, providing technical leadership for the overall AI/ML program and collaborating with broader business units to scale AI/ML solutions
• Establish best practices for ML model deployment and production, ensuring models are scalable, reliable, and optimized for long-term success
• Represent the company as a thought leader in the AI/ML space, presenting at conferences, publishing papers, and engaging with external forums to build TELUS's reputation as a global leader in data science and AI
• Coach and mentor a growing team of data scientists and engineers, fostering a culture of continuous learning and innovation, and identifying future leaders within the organization
  
  

What You Bring

• Minimum 7- 10 years of hands-on experience in machine learning, AI, and data analysis including deployment of solutions in business workflows
• Strong expertise in Python and experience with data science libraries (e.g., Scikit-learn, Pandas, Numpy)
• Solid background in machine learning algorithms, including regression, classification, clustering, time series analysis, Reinforcement learning and optimization
• Experience building and deploying GenAI applications and workflows
• Proficiency in SQL and distributed computing
• Hands-on experience with cloud platforms such as GCP, AWS, or Azure
• Expertise in machine learning frameworks such as TensorFlow, Pytorch, and Keras
• Strong understanding of software and AI development lifecycles, with experience in DevOps and MLOps practices
• Understanding of version control systems (e.g., Git) for collaborative development
• Ability to communicate complex technical concepts to non-technical audiences effectively
• A fast-moving, agile approach to removing roadblocks and delivering results quickly
  
  

Great-to-haves

• Masters or PhD degree in a quantitative field such as Math, Statistics, Computer Science, Economics, Engineering, or Data Science
• Experience with agile methodology and work in a start-up environment
• GCP or other cloud certifications
• 10+ years of experience in Data Science; at least 5 years of experience in independently leading projects/modeling; at least 2 years leading a major functional area
• Knowledge of change management practice to advance the adoption of technology solutions in the business workflow
  
  

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Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Job function

  Engineering and Information Technology

• Industries

  IT Services and IT Consulting

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