Machine Learning Engineer
Fullscript
2 months ago
Calgary, Canada +2 more
Senior / Mid Level
Responsibilities
- Develop and deploy LLM-powered features, including summarization tools and conversational agents.
- Build backend services in Python that integrate ML/LLM models with Fullscript’s platform.
- Implement prompt engineering techniques to optimize model outputs.
- Conduct AI feature quality testing, CI/CD pipelines, and version control for model-related workflows.
- Collaborate with medical and product teams to deliver AI features for practitioners and patients.
- Work cross-functionally with engineering, analytics, and medical SMEs to refine requirements.
- Stay current with the latest LLM research and emerging AI technologies.
Requirements
- 3+ years of experience building and implementing LLM applications.
- Experience with LLM application frameworks such as LangChain, LangGraph, and Hugging Face tools.
- Familiarity with model evaluation and monitoring frameworks.
- Knowledge of MCP and agent orchestration tools.
- Strong proficiency in Python and SQL.
- Deep understanding of data engineering best practices, including version control, testing, and CI/CD methodologies.
- Ability to communicate complex technical concepts effectively to both technical and non-technical stakeholders.
- A learning mindset with a keen interest in exploring new technologies and methodologies.
Benefits
- Flexible PTO and competitive pay.
- RRSP match and stock options.
- Customizable benefits including flexible coverage and paramedical services.
- Fullscript discounts on wellness products.
- Continuous learning opportunities with a training budget.
- Hybrid and remote work flexibility.
Tech Stack
Neo4jPythonSnowflakeSQL
Categories
AI & MLData Engineering