Machine Learning Resident, Industry
6 days ago
_“We’re looking for an ambitious and driven Machine Learning Resident who is excited to work with clients on a broad range of applied AI challenges with a diverse team to help them grow and develop their understanding of ML & AI best practices”_
- David Reid | Lead Machine Learning Scientist, Industry
**About the Role**
Reporting to the Lead Machine Learning Scientist, the Machine Learning Resident uses their scientific knowledge and applied research experience to support the research and development efforts of Amii industry partners.
This position guides clients in identifying, defining, and scoping machine learning projects and coaching them through the model-building process. In collaboration with the team, the ML Resident determines data needs, selecting modeling techniques, onboarding technical resources, identifying when additional research is needed, and evaluating success.
They collaborate closely with the Industry team, including scientists and project managers, receiving mentorship as they work together to develop innovative solutions to business challenges.
The position focuses on achieving excellence in three main accountabilities:
- **Client Success**:Collaborate with Amii clients to build trust and drive the progress of their machine learning projects and capabilities.
- **Team Collaboration**: Facilitate effective collaboration and communication within the cross-functional team, fostering a cohesive and productive work environment.
**Required Skills / Expertise**
**Key Responsibilities**:
**Client Success**
- Advises clients in identifying, defining, and scoping their machine learning projects
- Prepares presentations and reports for the technical aspects of meetings
- Creates visual presentations for clients to effectively communicate technical concepts and insights
- Develops strong relationships with clients through effective communication and scientific excellence
**Machine Learning Expertise**
- Leverages ML expertise to advise clients effectively throughout their machine learning journey
- Determines and assesses the data requirements for machine learning projects
- Identifies and lays out machine learning solutions to fit client-specific needs and goals
- Articulates the value and impact of the machine learning solutions provided, highlighting their benefits and outcomes
- Writes technical reports for business audience
- Proposes new solutions to enhance client engagement and project outcomes
**Qualifications**:
- Masters Degree in Machine Learning or relevant applied experience in Machine Learning
- Proficient in Python, experience in other programming languages i.e. Java or SQL (nice to have)
- Proficient with machine learning tools and frameworks such as Scikit-learn, Pytorch/Tensorflow, Pandas, lightgbm/XGBoost, and SciPy
- Ability to understand research papers in ML and how they can be applied
- Ability to communicate technical topics with a non-technical audience
- General understanding of the strengths and weaknesses of a range of ML techniques across supervised learning, unsupervised learning, and reinforcement learning
- Up-to-date knowledge within their particular specialties
- Publication record in peer-reviewed academic conferences or relevant journals (nice to have)
**Knowledge, Skills and Abilities**:
- Strong analytical and problem-solving abilities, with a keen attention to detail
- Flexibility and willingness to adapt, including working with disparate data, skill levels, and client needs
- Collaborates with staff and experts, seeking input and support as needed
- Able to identify gaps in knowledge and triage their own learning appropriately
**What you'll love about us**
- A professional yet casual work environment that encourages the growth and development of your skills
- Participate in professional development activities
- Gain access to the Amii community and events
- A chance to learn from amazing teammates who support one another to succeed
- Competitive compensation, including paid time off and flexible health benefits
- A modern office located in downtown Edmonton, Alberta
**About Amii**
One of Canada’s three main institutes for artificial intelligence (AI) and machine learning, our world-renowned researchers drive fundamental and applied research at the University of Alberta (and other academic institutions), training some of the world’s top scientific talent. Our cross-functional teams work collaboratively with Alberta-based businesses and organizations to build AI capacity and translate scientific advancement into industry adoption and economic impact.
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