Senior Machine Learning Engineer
1 day ago
Altea Healthcare is a leading healthcare organization dedicated to transforming the delivery of outpatient and post-acute care. We are seeking an experienced Machine Learning Engineer to contribute to our AI team.
Key Responsibilities:- Design, implement, and deploy scalable ML models, including predictive/classification and NLP/NLU models, to improve care delivery and quality for post-acute patients.
- Collaborate with machine learning scientists and data engineers to translate prototype code to production-ready code.
- Develop and maintain end-to-end pipelines, including data ingress, egress, model inference, and model retraining.
- Build high-performance deployment architectures and model monitoring systems.
- Document system architecture, design decisions, and codebase to facilitate future maintenance and enhancements.
- Bachelor's or Master's degree in Engineering, Computer Science, or equivalent experience.
- At least 6+ years of relevant experience as an MLOps Engineer.
- 6+ years of experience in MLOps, model monitoring, drift detection, and model retraining.
- Azure Machine Learning Studio.
- Experience with transformer-based models and NLP, preferably in a healthcare context.
- Extensive experience with TensorFlow or PyTorch, and familiarity with HuggingFace.
- Track record of fine-tuning, running large-scale training jobs, and managing model servers like vLLM, TGI, or TorchServe.
- Strong proficiency in LangChain, vectorDB, and cloud platforms (Azure), model experimentation tools like MLflow, and monitoring tools like Grafana/Splunk, and CI/CD like airflow, gitlab, and Big Data management like Spark, Kafka.
- Ability to work independently and collaboratively, manage priorities, and deliver high-quality results within project timelines.
- Competitive pay and benefits.
- Extremely valuable startup stock options.
- Full-time schedule.
- Onsite work location in Burnaby.
- 401(k).
- Dental insurance.
- Health insurance.
- Vision insurance.
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Senior Machine Learning Engineer
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Burnaby, British Columbia, Canada Altea Healthcare Full timeJob Title: Senior Machine Learning EngineerAltea Healthcare, a leading healthcare organization, is revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to contribute to our AI team.Key Responsibilities:Develop and deploy production-ready ML models, focusing on scalability and monitoring across...
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Burnaby, British Columbia, Canada Altea Healthcare Full timeJob Title: Senior Machine Learning EngineerAltea Healthcare, a leading healthcare organization, is revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to contribute to our AI team.Key Responsibilities:Develop and deploy production-ready ML models, focusing on scalability and monitoring across...
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