Pour obtenir une traduction en français de l’offre d’emploi suivante, veuillez envoyer un courriel à careers@ontariohealth.ca. Les demandes seront traitées dans un délai de trois jours ouvrables et la période de dépôt des demandes sera prolongée de trois jours.

To obtain a French translation of the following job posting, please email careers@ontariohealth.ca. Requests will be addressed within three business days, and the application window will be extended by three business days.

At Ontario Health, we are committed to developing a strong organizational culture that connects and inspires all team members across the province. Our vision is that together, we will be a leader in health and wellness for all. Our mission is to connect the health system to drive improved and equitable health outcomes, experiences and value. How we work together is reflected through our five values: integrity, inspiration, tenacity, humility and care.   

What Ontario Health offers:   

Achieving your career goals is a priority to us. Benefits of working at Ontario Health may include the following based on employment type:   

• Fully paid medical, dental and vision coverage from your first day  

• a health care spending or wellness spending account  

• a premium defined benefit pension plan  

• three personal days and two float days annually  

• three weeks’ vacation to start (for individual contributors), increasing to four weeks after two years 

• career development opportunities  

• a collaborative values-based team culture  

• a wellness program 

• a hybrid working model  

• participation in Communities of Inclusion   

Want to make a difference in your career?  Consider this opportunity.   

As an NLP Developer Intern, you will work on developing and deploying end-to-end NLP pipelines on cloud for healthcare applications. You will gain hands-on experience with building machine learning pipelines and working with Azure ML Studio and/or Amazon SageMaker to operationalize your solutions in a real-world healthcare environment.

Here is what you will be doing:

• Collaborate with data scientists and healthcare professionals to define problem statements, model objectives, and deliverables.

• Build and optimize end-to-end machine learning pipelines, including data ingestion, feature engineering, model training, evaluation, and deployment on Major cloud services (Azure, AWS).

• Use (Azure, AWS) services to create robust, scalable ML pipelines.

• Collaborate with DevOps teams to implement CI/CD workflows.

• Implement monitoring tools to track model performance and data drift (e.g MLflow, W&B, etc.)

• Document your work, including code, processes, and lessons learned, for knowledge sharing with the broader team.

Here is what you will need to be successful:

Education:

• Currently pursuing a Masters or Ph.D. degree in Computer Science, Data Science, Engineering, or a related field.

Knowledge & Skills:

• Strong programming skills in Python and experience with NLP libraries (e.g., SpaCy, Hugging Face, NLTK).

• Familiarity with Azure/AWS python SDK and machine learning frameworks such as PyTorch, and Scikit-learn.

• Experience and interest in working with Azure ML Studio, Amazon SageMaker and other (Azure, AWS) services.

• Working knowledge of SQL and pandas for data manipulation.

• Experience with version control (Git) and MLOps practices.

• Strong problem-solving and communication skills, with the ability to work collaboratively in a team.

• Experience with using deep learning techniques and NLP models such as transformers (BERT, GPT, etc.)

• Familiarity with healthcare data and compliance standards is a plus.

What You Will Gain:

• Hands-on MLOps experience developing NLP pipelines in a real-world healthcare setting.

• Exposure to Cloud Services, for building and deploying end-to-end machine learning solutions.

• Experience working on impactful projects that help drive better healthcare outcomes for Ontario population.

Location: Toronto, Ontario (currently hybrid; subject to change) 

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All applicants must be a resident of Ontario to be considered for roles at Ontario Health.  

Ontario Health encourages applications from candidates who are First Nations, Métis, Inuit, and urban Indigenous; Francophone; members of Black and racialized groups; 2SLGBTQIA+ communities; trans and nonbinary individuals; and people living with disabilities.

Ontario Health is an accessible employer, and we offer accommodation in all aspects of employment, including the recruitment process. If you require a disability related accommodation in order to participate in the recruitment process, please email careers@ontariohealth.ca and a member of the team will connect with you within 48 hours.