Associate Machine Learning Developer (Cohort 11)

Key Skills

3D data processing, Aartificial intelligence, AWS, Azure, Data Analysis, Data science techniques, Effective communication skills, Git, Google Cloud Platform (GCP), Machine learning techniques, Python Programming

Job Description

As an Associate Machine Learning Developer, you will have a chance to work on public sector ML projects and deliver real solutions to our Public Sector Partners including Service Alberta, other departments, and even other levels of government. GovLab AI's mission is to set a global example of how to transform the public sector through applied AI, and is designed to encourage the growth of machine learning and AI skill sets that are in high demand across Alberta and around the world.

Our program experience is unique and designed to give you hands on experience to prepare you for professional success. During the 4 month period you will be placed on a team to work on specific use case(s) identified by our Public Sector Partners. You will work with multiple tools and gain experience in multiple AI/ML and data processing fields. You will also be given resources and mentorship to help with your growth and career advancement. The teams will be led by the Project Delivery Manager utilizing AltaML methodology to create working models for the viable use case(s), and help guide the teams to make recommendations on how best to implement the solution with our Partners.

Our ultimate goal is to set you up for success and have you hired in the future after your internship!

Office as a Resource & Participating Universities: This opportunity is funded in partnership with Mitacs and therefore requires candidates to meet all eligibility criteria before being approved to hire. This role is currently open to anyone that is currently enrolled at the U of Alberta, U of Calgary (Masters Only), Mount Royal U, U Waterloo, U of Toronto, or Queens U. This role is based in Canada and will require you to occasionally work out of one of our offices in either Edmonton, Calgary, Toronto, and/or Waterloo. Please reach out if you have questions regarding your eligibility.

Application Process:

Step 1: Apply

Step 2: You will be notified prior to the application deadline if you are moving to the next stage (via email correspondence)

Step 3: Online technical assessment (48 hour timed assessment)

Step 4: 45 minute panel interview

Step 5: Background checks and offer!

Step 6: Welcome to GovLab!

What You'll Do:

• Participate in team planning sessions and educational presentations
• Review the data to understand its overall scope and structure
• Identifying the right metric to measure the success of the model and project
• Work in teams to pre-process the data for analysis and model development
• Uncover trends, insights, and key features to help guide where ML solutions can be applied
• Develop models around the available data and suggested set of problems
• For viable use cases develop proof of concept working models
• Suggest and explore novel solutions to a problem and detailed recommendations for how to integrate the models in business
• Communicating and presenting your teams work to AltaML and Public Sector Partners
• Get familiarity with various data processing tools and exposure to AI/ML algorithms
• Independently researching and connecting with your cohort to gain domain knowledge and learn state-of-the-art techniques
• You will work with multiple tools and gain experience in multiple AI/ML and data processing fields. You will be given resources and mentorship to help with your growth and career advancement.

What You Bring:

• Minimum Requirements:
• Enrolled in a Post secondary degree program at U of Alberta, U of Calgary (Masters Only), U Waterloo, Queens U, Mount Royal U, or U of Toronto for the duration of the internship term
• General knowledge of and experience developing in Python and data science libraries/packages such as pandas, scikit-learn, matplotlib
• Understanding of Machine Learning and software development concepts
• Must be able to work 40 hours per week during the internship
• Must have a valid citizenship and/or work permit that legally allows you to work full-time during the internship term

Nice to have:

• Exposure to version control/Git
• Experience with a cloud platform such as Azure, AWS or GCP
• Ability to work independently and within a team environment
• Well-developed communication skills, with the ability to engage in client meetings and deliver professional presentations

Equal Opportunities

AltaML is dedicated to fostering a safe, diverse, and inclusive workplace as an equal-opportunity employer. We welcome applications from qualified individuals of all backgrounds, encompassing ethnicity, religion, disability status, gender identity, sexual orientation, family status, age, nationality, and educational backgrounds. If you are invited for an interview and require accommodations during the interview process, please don’t hesitate to let us know.

AltaML acknowledges that its head office is located on Treaty 6 territory, and respects the histories, languages, and cultures of First Nations, Métis, Inuit, and all First Peoples of Canada, whose presence continues to enrich our vibrant community.