At a Glance
- Tasks: Design and implement ML pipelines using AWS SageMaker and develop Generative AI applications.
- Company: Join a leading IT services company in a collaborative environment.
- Benefits: Competitive salary, health benefits, and opportunities for professional growth.
- Other info: Dynamic workplace in Markham with excellent career advancement opportunities.
- Why this job: Work with cutting-edge AI tech and make a real impact in the industry.
- Qualifications: 6-8 years of experience with AWS, Python, and ML frameworks required.
The predicted salary is between 123750 - 151250 $ per year.
Responsibilities
- Design and implement ML pipelines using AWS SageMaker, including data preprocessing, model training, tuning, and deployment.
- Develop and integrate Generative AI applications using AWS Bedrock and foundation models (e.g., Titan, Claude, Llama).
- Build APIs and microservices to expose ML models for consumption by applications.
- Optimize ML workflows for cost efficiency and scalability in AWS environments.
- Collaborate with data scientists and business stakeholders to translate requirements into technical solutions.
- Implement security best practices for ML models and data in AWS.
- Monitor and maintain deployed models, ensuring performance and reliability.
Qualifications
- Hands-on experience with AWS SageMaker (training, inference, pipelines, model registry).
- Strong knowledge of AWS Bedrock and generative AI concepts (LLMs, prompt engineering).
- Proficiency in Python and ML frameworks (TensorFlow, PyTorch, Scikit-learn).
- Experience with AWS services Lambda, API Gateway, S3, IAM, CloudWatch.
- Familiarity with MLOps practices and CI/CD pipelines for ML.
- Understanding of data engineering concepts and feature engineering.
- Excellent problem-solving and communication skills.
Experience: 6-8 years
Seniority level: Mid-Senior level
Employment type: Full-time
Job function: Information Technology
Industries: IT Services and IT Consulting
Location: Markham, Ontario, Canada
Salary: CA$110,000.00 - CA$130,000.00
AWS ML Developer in Toronto employer: Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Astra-North Infoteck Inc. is an exceptional employer located in the vibrant city of Toronto, offering a dynamic work culture that fosters innovation and collaboration. Employees benefit from comprehensive growth opportunities, including mentorship programs and access to cutting-edge technology, all while working in a supportive environment that values diversity and creativity. Join us to be part of a forward-thinking team that is shaping the future of cloud-based solutions and AI.
Contact Details:
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision! Recruitment Team
