Technical Lead, Machine Learning
Tasks
- Build and scale large language model infrastructure
- Build data workflows
- Build datasets
- Collaborate with backend engineers and product teams to deliver AI features
- Design production machine learning systems
- Develop evaluation frameworks
- Develop training pipelines
- Establish evaluation processes
- Fine-tune foundation models
- Implement monitoring and observability
- Manage deployment workflows
- Mentor machine learning engineers
- Optimize GPU resource utilization
- Optimize latency and reliability
- Optimize model inference performance
- Promote engineering standards and best practices
- Train deploy monitor and optimize large language models
Perks/Benefits
- Flexible working across eligible locations
- Long-term growth opportunities
- Mentoring and team collaboration
- Remote-first environment
- Significant ownership
- Technical leadership over product architecture
Skills/Tech-stack
DPO | Data Pipelines | Deployment Workflows | Distributed Training | Evaluation Frameworks | Fine Tuning | GPU Computing | Inference Optimization | JAX | Language Models | Large Language Models | LoRA | Machine Learning | Model Fine-tuning | Model Monitoring | Observability | PyTorch | Python | QLoRA | Supervised Fine Tuning | Supervised Learning
Education
N/A
Roles
Engineer | Lead | Learning Engineer | Machine Learning Engineer | Technical Lead
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