- Develop and optimize machine learning algorithms and models using Python, with a focus on performance and scalability, working very closely with the Data Scientists.
- Utilize Databricks environment for data processing, analysis, and model development, ensuring efficient utilization of resources.
- Design and manage workflows using Airflow for seamless orchestration of data pipelines and model deployment.
- Implement DevOps practices using GitHub workflows for model version control, continuous integration, and model deployment automation.
- Leverage data science frameworks like TensorFlow, PyTorch, and Spark ML to build robust and scalable machine learning solutions.
- Collaborate closely with other engineering guilds to integrate machine learning components into larger software systems and develop end-to-end solutions.
- Work closely with Data Scientists to productionize their ML models.
- At least 2 years of experience in machine learning engineering or related roles.
- Strong coding skills in Python programming, with a strong understanding of code optimization techniques.
- Hands-on experience working with Databricks environment for data processing and analysis.
- Experience working on Data Visualization tools like Tableau, PowerBI or Looker.
- Hands on experience working on data science frameworks such as TensorFlow, PyTorch, and Spark ML.
- Ability to collaborate effectively with other engineering teams and stakeholders.Work closely with Data Scientists to productionize their ML models.
- Familiarity with Airflow for workflow management.
- Experience with DevOps practices and using GitHub workflows for version control and CI/CD.
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or related field.
- Health benefits plan, including competitive coverage for medical, dental, mental health, life, and disability insurance, that can be flexed to fit your needs
- Additional flex credits for healthcare or wellness spending accounts
- Retirement plan with a generous company-matching contribution, and low-fee RRSP & TFSA savings opportunities to help you secure your financial future
- Personalized support through an inclusive family-forming benefit, and generous financial support/top-ups for parental leave
- Access to many wellbeing resources, including Employee & Family Assistance Program support, Webinars, and more.
- An annual allotment of Beer and Beyond-Beer products for employees
Senior Machine Learning Engineer - Toronto, Canada - Labatt Breweries of Canada
Description
Dreaming big is in our DNA. It's who we are as a company. It's our culture. It's our heritage. And more than ever, it's our future. A future where we're always looking forward. Always serving up new ways to meet life's moments. A future where we keep dreaming bigger. We look for people with passion, talent, and curiosity, and provide them with the teammates, resources and opportunities to unleash their full potential. The power we create together – when we combine your strengths with ours – is unstoppable. Are you ready to join a team that dreams as big as you do?
COMPANY:
Founded over 175 years ago, Labatt is one of Canada's founding businesses and its leading brewer. We are proud of our history and our heritage in Canada, and we remain committed to brewing great-tasting, high-quality beers that have satisfied beer drinkers for generations. Labatt has created exciting experiences with consumers through iconic brands like Budweiser, Bud Light, NÜTRL, Michelob Ultra, Corona, Stella Artois and many more. Through our broad portfolio, we are truly a national brewer, with over 3,600 employees, a portfolio of more than 60 quality beers and beyond, and 10 breweries from coast-to-coast, we are proud to serve Canada and the communities we call home.
ROLE SUMMARY:
Join the Anheuser-Busch/Labatt NAZ Tech Data and Analytics Team as a Machine Learning Engineer. This role offers the opportunity to be at the forefront of developing our machine learning platform. You will be a core member, collaborating closely with our Data Science team to seamlessly transition models into production environments. If you're passionate about leveraging cutting-edge technology to drive innovation and impact, this role is for you.
JOB RESPONSIBILTIES:
JOB QUALIFCATIONS:
WHY LABATT:
As one of Canada's Top 100 Employers, Labatt is a place where our people can bring out the best in themselves through a collective purpose of creating A Future With More Cheers. We are always looking to serve up new ways to meet life's moments, dream big to move our industry forward, and make a meaningful impact in our communities. We believe in brewing up a future that everyone can celebrate and share.
BENEFITS:
EQUAL OPPORTUNITY EMPLOYER
At Labatt Breweries of Canada, we are an equal opportunities employer and we are committed to maintaining a welcoming, safe, and inclusive environment for every person – regardless of age, race, ethnicity, nationality, sexual orientation, gender identity and expression, religion, neurodivergence, or disability status.
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