Senior Director, Software Engineering – AI ML Engineering
- 082 McAfee, LLC
- US, Texas, Frisco
- 3mo ago
- Full-Time
- On-site
About the role:
Design and deploy small language models optimized for on-device inference (Mac, iOS, Android, Linux)
Lead model optimization efforts including quantization, pruning, distillation, and efficient inference pipelines
Fine-tune models to improve tool selection accuracy and conversational behavior in security-focused workflows
Build evaluation frameworks to measure model efficacy, tool-calling accuracy, conversation quality, and safety in production
Create synthetic data and workflow simulations to train and validate security-relevant conversations
Partner closely with agent orchestration systems to optimize multi-turn dialogue behavior and state handling
Implement cost-optimization strategies such as intelligent on-device vs. cloud routing, prompt caching, batching, and token efficiency
Integrate cloud-based LLMs when deeper reasoning or broader context is required
Build production ML systems that detect threats and protect users directly on-device
Set technical standards and architectural direction for AI/ML across the security platform
Mentor principal engineers and architects while remaining hands-on
About you:
10+ years of software engineering experience, with 5+ years focused on ML/AI
Proven experience shipping ML models to production with transferrable skills to deploy these on edge or mobile platforms
Experience with conversational AI systems and tool/function-calling architectures
Strong Python and systems programming skills (C++ or Rust) for performance-critical code
Deep expertise in model optimization (INT4/INT8 quantization, pruning, distillation)
Hands-on experience with PyTorch and at least one edge deployment framework (TensorFlow Lite, CoreML, ONNX Runtime, or llama.cpp)
Experience building evaluation and benchmarking frameworks for ML systems
Preferred:
Experience applying ML systems in security, safety, or other adversarial domains
Master’s degree in CS, ML, or a related field (or equivalent practical experience)
#LI-Hybrid
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