Blue Signal Search · 1 week ago
AI Solutions Architect – Enterprise Security
Blue Signal Search is a top-tier security company pioneering the next era of cyber defense through deployable generative AI. As the inaugural AI Solutions Architect, you’ll play a key role in shaping how emerging AI innovations become useful capabilities for many users, steering model strategy and performance across a global product platform.
Responsibilities
Translate emerging AI research into practical capabilities that can be broadly delivered to customers
Own the decision framework for model adaptation techniques (prompt engineering, PEFT/LoRA, supervised fine-tuning, RL-based methods) and select the right approach for each use case
Design and deploy low-latency, high-throughput inference services using Triton, vLLM, CUDA, or similar GPU-accelerated stacks
Set up automated checks and monitoring tools that continually evaluate models and flag any changes that could reduce their accuracy over time
Collaborate with security experts to integrate anomaly-spotting capabilities and automated defensive actions into AI agents
Document reusable blueprints for hybrid (cloud + on-prem) deployments and mentor engineers on best practices
Qualification
Required
Several years working on applied AI/ML efforts, including meaningful exposure to modern language-model workflows
Hands-on expertise with at least one fine-tuning/adaptation toolkit (e.g., NeMo, LLaMA Factory, Hugging Face Transformers)
Proven experience optimizing GPU inference workloads (Triton, vLLM, CUDA, NCCL, PyTorch /XLA)
Skilled in using widely adopted programming languages and frameworks that support scalable, containerized systems
Deep familiarity with making practical decisions across data, models, and infrastructure, with a history of supporting stable, economical AI outcomes
Preferred
Experience working with techniques that streamline model performance and reduce computational demands
Experience using various frameworks designed to orchestrate complex, automated AI behaviors
Knowledge of A2A or MCP protocols for multi-agent coordination
Publications, patents, or conference talks on applied generative AI
Benefits
Competitive base salary, bonus plan, and full benefits package.
Company
Blue Signal Search
Blue Signal is a nationwide recruiting, executive search, and staffing firm built on a foundation of helping others, doing the right thing, and being excellent.