5h ago
Staff AI/ML Data Engineer
Ottawa, ON or Toronto
$145k-$180k / year
full-timelead Hybridcybersecurity
🛠 Tech Stack
💼 About This Role
You'll join a small, high-velocity Agents team to architect and operate production AI data and evaluation systems. You will own the full trace → dataset → evaluation → optimization lifecycle that controls model quality and safety. This role offers high autonomy and direct access to the latest AI models.
🎯 What You'll Do
- Architect and operate telemetry ingestion and trace systems at production scale
- Define dataset versioning and data modeling standards for AI evaluation
- Design and enforce evaluation gates that protect model quality in production
- Own the reliability, observability, and performance of data and evaluation pipelines
📋 Requirements
- Significant production data engineering experience in AI or ML-driven systems
- Deep experience with AWS or GCP data infrastructure and distributed systems
- Proven ownership of dataset versioning, schema evolution, and data modeling strategy for AI workloads
- Experience building and operating evaluation pipelines for LLM/VLM or other AI systems
- Strong telemetry, tracing, and observability experience for production AI systems
✨ Nice to Have
- Experience building ML training or feedback pipelines in production
- Experience diagnosing and mitigating LLM failure modes (hallucination, drift, eval instability)
- Experience working in a small, high-velocity startup or AI-first environment
🎁 Benefits & Perks
- 🏖️ Flexible work where the role allows
- 💰 Meaningful equity for all full-time permanent employees
- 🏥 Fully paid health & dental with no waiting period
- 💪 Monthly wellness reimbursement for fitness or mental health
- 📈 Growth through merit based on contribution and initiative
📨 Hiring Process
Intro call with Talent Team, interview with Hiring Manager, role-relevant task, final cross-functional interviews, then offer.
0 0 0