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Machine Learning Developer - Job Opportunity at Registered Nurses Association of Ontario

Toronto, Canada
Full-time
Mid-level
Posted: March 17, 2025
Hybrid
CAD 78,955.02 per year

Benefits

Hybrid work arrangement with 2 days office requirement
Travel reimbursement for work-related trips
Union membership (Canadian Office and Professional Employees Union Local 343)
Professional development opportunities in healthcare ML
Comprehensive healthcare coverage (implied based on healthcare organization)

Key Responsibilities

Lead development of next-generation intelligent translation systems using ML and NLP
Design and optimize machine learning algorithms for healthcare data analysis
Manage and analyze large-scale healthcare datasets for guideline implementation
Collaborate with evaluation teams to integrate ML solutions into existing systems
Ensure data quality and system integrity through regular audits
Contribute to research publications and presentations in healthcare ML
Drive strategic ML implementation for evidence-based nursing practice

Requirements

Education

Master's degree in computer science, Computer Engineering, or Machine Learning

Experience

Up to five years' experience including at least one year in algorithm development, data science, data engineering, and health outcomes

Required Skills

Deep understanding of Natural Language Processing and Natural Language Understanding Expertise in machine learning algorithms including regression analysis, fuzzy logic, decision tree and Naïve Bayes Hands-on experience with deep learning libraries in Python or R Knowledge of health informatics and statistical methods Scientific writing and oral communication skills MS-Office products proficiency English proficiency (French, Spanish, Portuguese or Mandarin as assets)

Certifications

COVID-19 Vaccination
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Sauge AI Market Intelligence

Industry Trends

Healthcare organizations are increasingly investing in ML/AI solutions for evidence-based practice optimization, indicating a growing market for specialized ML developers The integration of NLP in healthcare data analysis is becoming crucial for processing unstructured clinical data and improving decision support systems There's a rising demand for ML professionals who understand both technical implementation and healthcare outcomes

Salary Evaluation

The offered salary of CAD 78,955.02 is slightly below market average for ML developers in Toronto, where similar roles typically command CAD 90,000-120,000. However, the union benefits and healthcare sector stability may offset this difference.

Role Significance

Likely part of a specialized technical team of 3-5 members within a larger healthcare informatics department
Mid-level position with significant technical autonomy and strategic impact on healthcare practice implementation

Key Projects

Implementation of NLP systems for clinical guideline processing Development of predictive models for healthcare outcomes Creation of automated data quality assurance systems Integration of ML solutions with existing healthcare information systems

Success Factors

Strong foundation in both ML techniques and healthcare domain knowledge Ability to translate complex technical concepts for healthcare stakeholders Experience in handling sensitive healthcare data and maintaining compliance Strong project management skills with focus on deliverable impact

Market Demand

High demand with growing trajectory, particularly in healthcare sector where ML expertise combined with domain knowledge is increasingly valuable

Important Skills

Critical Skills

Machine learning and NLP expertise in healthcare context Healthcare data analysis and quality assurance Algorithm development for clinical applications Cross-functional collaboration abilities

Beneficial Skills

Additional language skills for international deployment Healthcare regulation knowledge Research publication experience Project management capabilities

Unique Aspects

Rare opportunity to apply ML in direct healthcare practice improvement
Union-protected position offering stability and structured advancement
Direct impact on nursing practice guidelines and healthcare delivery
Combination of technical innovation with healthcare outcome improvement

Career Growth

2-3 years in role with potential for advancement based on project impact and innovation contribution

Potential Next Roles

Senior ML Engineer in Healthcare Healthcare AI Solutions Architect Technical Lead for Healthcare Analytics Director of Healthcare Data Science

Company Overview

Registered Nurses Association of Ontario

RNAO is a prominent professional association representing registered nurses in Ontario, focused on advancing nursing practice through evidence-based guidelines and research

Leading organization in nursing practice guidelines and healthcare quality improvement in Canada
Strong provincial presence with growing international influence in nursing practice standards
Professional environment with emphasis on evidence-based practice, collaboration, and innovation in healthcare
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