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About the Role
We are hiring a senior Applied AI engineer to own the technical direction of our AI systems, including retrieval, generation, verification, and production maintenance. This role offers the opportunity to influence product strategy, technical hiring, and market positioning.
Responsibilities
- Own the technical direction of AI systems: retrieval, generation, verification, and keeping systems running in production.
- Influence product strategy, technical hiring, and market positioning.
- Ensure high-craft output for pharma assets, maintaining visual and textual excellence.
- Connect generated assets to real-world performance metrics to improve future output.
- Develop offline metrics to track downstream MLR pass rates.
- Ensure claim-level attribution and provenance preservation through generation.
- Implement full CI/CD for ML, versioning, automated testing, and monitoring.
- Maintain vigilance for ML system upgrades and tail risks.
Requirements
- Experience shipping, operating, and maintaining ML/LLM systems in production.
- History of inventing metrics to measure and improve systems.
- Depth in LLMs: retrieval, agentic pipelines, targeted fine-tuning, and judgment on the best tool for each job.
- Full-stack proficiency in Python, FastAPI, Docker, AWS.
- Ability to take ideas from research to deployed service independently.
- Confident decision-making amid unknowns; unafraid to be wrong and adjust fast.
- Strong collaboration and feedback skills; direct and open style preferred.
- Must be legally entitled to work in Canada.
- Cannot sponsor work permits for this role.
Skills
- Applied AI
- AI systems
- Retrieval
- Generation
- Verification
- Evaluation
- ML Ops
- LLMs
- Python
- FastAPI
- Docker
- AWS
Location
- Toronto, Ontario
Work Type
- On-site
- Remote (initial period)
- Hybrid (future)
Experience Level
- Senior
Salary/Compensations
- CAD $210,000 to $300,000
- Plus equity
Benefits
- Supplemental health, dental, and vision coverage on top of OHIP
- Ground-floor equity
- RRSP matching
- Unlimited PTO
- First month in New York, with travel and accommodation covered
- Professional growth stipend
About the Company
- Solstice is redefining how life sciences organizations commercialize therapeutics by building a commercial engine that allows pharmaceutical marketers to launch campaigns at 100x the speed.
- Our mission is to accelerate the knowledge of life-saving medicines.
- We have experienced rapid growth, working with top life sciences manufacturers and over 50+ pharma brands including Pfizer and AstraZeneca.
- We are tackling a hard technical problem: rethinking the way therapies come to market, addressing challenges in content compliance, fair balance rules, and rigorous medical, legal, and regulatory review.
- We are backed by top-tier investors including Transformation Capital, Twelve Below, Virtue, and the founders of Datavant, Commure, and Paradigm.
- This senior role offers influence and ownership, directly shaping our architectural future.
- We are opening our first engineering office outside New York, in Toronto, with this role being one of the first hires.
- The Toronto team will own a product area end to end, with its own roadmap and on-call responsibilities.
- This role leads Toronto engineering, including a seat in engineering leadership and a direct hand in hiring and growing the team.
- The Toronto office is in the same time zone as New York.
- One of our co-founders will be in Toronto with the team.
- We will move into our own Toronto office by the end of the year.