RedlandsFull TimeEngineering
Remotely
mlopsfoundation modelspytorchtransformertelemetryloraqlora
Job Description
📋 Description
- Lead ML research for transformer architectures and foundation model adaptations using telemetry data
- Develop, evaluate, and deploy custom transformer models with LoRA/QLoRA adapters
- Collaborate with software engineers, UX, product, and MLOps to productionize AI capabilities in
- Design evaluation frameworks for quality, latency, memory use, and cost
- Mentor engineers and data scientists on telemetry-driven ML and model development best practices
- Stay current on state-of-the-art ML research and publish design docs and experiment reports
🎯 Requirements
- 5+ years in software, ML engineering, or data science
- Strong ML background with modern transformer architectures
- Hands-on experience training/custom transformer models; LoRA/QLoRA proficiency
- Experience building next-item/next-N prediction using telemetry or sequence data
- Proficiency with PyTorch, transformer architectures, foundation models
- Experience with evaluation/benchmarking methodologies; ability to communicate complex ML concepts
🎁 Benefits
- Competitive total rewards including medical/dental/vision and 401(k)
- Vacation, holidays, and opportunities for growth
- Base salary range: USD 95,680 – 164,320