Machine Learning Resident 12 months
Machine Learning Resident 12 months
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Job Description
Join a team of machine learning scientists and domain experts developing intelligent systems that analyze and map complex application dependencies. Collaborate with and be mentored by some of the brightest minds in AI as you shape the future of enterprise software management and intelligent automation.
Adam Danyleyko Product Owner Advanced Technology
About the Role
This is a paid residency that will be undertaken over a twelvemonth period with the potential to be hired by our Venture Capital backed client post project. The Resident will report to an Amii Scientist and regularly consult with the client team to share insights and engage in knowledge transfer activities. Successful candidates will be members of a crossfunctional project team with backgrounds in machine learning (ML) research project management software engineering and new product development. This is a rare opportunity to be mentored by worldclass scientists and to develop something truly impactful.
About the Client
Our client operates at the forefront using AI to solve deeprooted problems in enterprise software development. Their innovative platform delivers insights into a codebase by mapping complex environments to generate a source of truth when it comes to system integrations and dependencies. The company leverages AI capabilities to power these solutions and impact how major enterprises will build and maintain software.
About the Project
Required Skills / Expertise
Are you passionate about building great solutions Youll be presented with opportunities to both personally and professionally develop as you build your career. Were looking for a talented and enthusiastic individual with a solid background in machine learning.
Key Responsibilities:
- Design implement and optimize ML algorithms for analyzing and mapping network dependencies in codebases and enterprise architectures
- Identify prepare and optimize large structured and unstructured datasets from codebases and enterprise environments for ML modeling
- Conduct applied research on ML techniques with a focus on understanding and addressing the limitations of existing models
- Collaborate with project team and stakeholders to develop minimum viable products (MVPs) and client focused solutions
- Engage in regular client meetings contributing to presentations and reports on project progress
- Optimize ML pipelines to ensure efficiency scalability and realtime processing capabilities
- Support the productionalization and deployment of models in client environment
Required Qualifications:
- Completion of a graduate level program or higher (M.S./Ph.D) in Computer Science ML or a related scientific/engineering discipline
- Research or project experience in machine learning specifically using NLP Generative AI and/or graph tools
- Proficient in Python programming language and related ML frameworks libraries and toolkits (e.g. Scikit learn PyTorch Pandas Tensorflow JAX)
- Familiarity with linux Git version control and writing clean code
- A positive attitude towards learning and understanding a new applied domain
- Must be legally eligible to work in Canada
Preferred Qualifications:
- Publication record in peerreviewed academic conferences or relevant journals in machine learning
NonTechnical Requirements:
- Desire to take ownership of a problem and demonstrated leadership skills
- Interdisciplinary team player enthusiastic about working together to achieve excellence
- Capable of critical and independent thought
- Able to communicate technical concepts clearly and advise on the application of machine intelligence
- Intellectual curiosity and the desire to learn new things techniques and technologies
Why You Should Apply
Besides gaining industry experience additional perks include:
- Work under the mentorship of an Amii Scientist for the duration of the project
- Participate in professional development activities
- Gain access to the Amii community and events
- Get paid for your work (a fair and equitable rate of pay will be negotiated at the time of offer)
- Build your professional network
- The opportunity for an ongoing machine learning role at the clients organization at the end of the term (at the clients discretion)
About Amii
One of Canadas three main institutes for artificial intelligence (AI) and machine learning our worldrenowned researchers drive fundamental and applied research at the University of Alberta (and other academic institutions) training some of the worlds top scientific talent. Our crossfunctional teams work collaboratively with Albertabased businesses and organizations to build AI capacity and translate scientific advancement into industry adoption and economic impact.
How to Apply
If this sounds like the opportunity youve been waiting for please dont wait for the closing April 28 2025 to apply were excited to add a new member to the Amii team for this role and the posting may come down sooner than the closing date if we find the right candidate before the posting closes! When sending your application please send your resume and cover letter indicating why you think youd be a fit for Amii. In your cover letter please include one professional accomplishment you are most proud of and why.
Applicants must be legally eligible to work in Canada at the time of application.
Amii is an equal opportunity employer and values a diverse workforce. We encourage applications from all qualified individuals without regard to ethnicity religion gender identity sexual orientation age or disability. Accommodations for disabilityrelated needs throughout the recruitment and selection process are available upon request. Any information provided by you for accommodations will be kept confidential and wont be used in the selection process.
Employment Type
Full-Time
