[2025-03-01] Machine Learning Software Engineer
4 weeks ago
Machine Learning Software Engineer page is loaded
Machine Learning Software Engineer
Apply locations School of Biomedical Engineering (SBME)
Time type: Full time
Posted on: Posted 5 Days Ago
Job requisition id: JR20093
Staff - Non Union
Job Category
M&P - AAPS
Job Profile
AAPS Salaried - Scientific Eng., Level A
Job Title
Machine Learning Software Engineer
Department
Bashashati Laboratory | School of Biomedical Engineering | Faculty of Medicine
Compensation Range
$6,251.00 - $8,986.00 CAD Monthly
The Compensation Range is the span between the minimum and maximum base salary for a position. The midpoint of the range is approximately halfway between the minimum and the maximum and represents an employee that possesses full job knowledge, qualifications and experience for the position. In the normal course, employees will be hired, transferred or promoted between the minimum and midpoint of the salary range for a job.
Posting End Date
February 28, 2025
Note: Applications will be accepted until 11:59 PM on the Posting End Date.
Job Summary
The School of Biomedical Engineering (SBME) at the University of British Columbia (UBC) is a partnership between the Faculties of Applied Science and Medicine, established in 2017. Currently the School has 36 core and joint faculty located on campus and at healthcare research institutes, 400+ undergraduate and graduate students, 20+ administrative staff and several research core service facilities. In addition, SBME will move in 2024/2025 into a new building on campus, which will act as a hub for biomedical engineering activities at UBC and beyond. The School is a nucleus for education and training, research, and innovation in biomedical engineering, creating new knowledge, new academic and training programs, and fostering translation and innovation, aspiring to be a global leader in the field. Its vision is to transform health care outcomes through unconstrained exploration of the best possible integrative solutions across engineering, medicine, and biology.
The computational cancer biology and pathology artificial intelligence team (AI in Medicine Lab) at the University of British Columbia (UBC) seeks a motivated Machine Learning Software Engineer. This position entails implementing machine learning-based analysis infrastructure and software for cancer imaging, drug development, and bioinformatics.
Work Performed
- Conducts in-depth literature reviews on medical imaging and drug analysis, evaluates complex machine learning applications, develops hypotheses on data collection, model architecture, and training strategies, and assesses feasibility and technical requirements for integrating findings into existing projects.
- Designs and develops machine learning computer models (i.e. algorithms) for medical imaging, bioinformatics, and drug development applications.
- Performs analysis of tissue images of cancer and protein-ligand binding affinity using novel machine learning with advanced algorithms such as Alphafold3 for molecule processing and foundation models for image processing.
- Modifies and tunes existing programming modules to integrate with image management platform, enabling the execution of in-house AI models on imaging data.
- Analyses results of machine learning algorithms, documents, and prepares reports accordingly.
Consequence of Error/Judgement
Exercises judgment in the design and specifications of new machine learning software and algorithms and makes recommendations for the adoption of specific algorithms.
Supervision Received
Works independently within task objectives. Works within well-defined guidelines and procedures, but exercises judgment in establishing priorities and carrying tasks through to completion; new or unusual problems are referred to supervisor.
Supervision Given
May give work assignments to technical staff.
Minimum Qualifications
Undergraduate degree in Engineering or Applied Science. Minimum of one year of related experience, or the equivalent combination of education and experience.
- Willingness to respect diverse perspectives, including perspectives in conflict with one’s own.
- Demonstrates a commitment to enhancing one’s own awareness, knowledge, and skills related to equity, diversity, and inclusion.
Preferred Qualifications
Ideal candidates should have a solid grasp of:
- Intermediate algorithms and data structures.
- High-level programming languages (Python, JavaScript, etc).
- Knowledgeable with containerization software (Docker, Kubernetes, Singularity).
- Digital pathology experience.
- Basic computer vision and image processing techniques.
- Experience with Agile Development.
- Expertise in cloud software development, particularly with ML applications.
- Familiarity with AWS services.
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