Principal / Senior Solutions Engineer – Top-of-Stack & Agentic AI

Motion Recruitment Partners LLC; California (MO); On-site; USD 150,000 - 230,000; Full time

Job summary

Motion Recruitment Partners LLC in California seeks a Solutions Engineer - Agentic AI & Model Optimization for a full-time role. You will be the technical voice, architect autonomous agent systems, and run model optimization evaluations with enterprise customers.

You bring deep foundational AI knowledge, hands-on engineering depth, and client-facing leadership. Expect exposure to state-of-the-art AI workloads, secure production deployments, and opportunities to influence product and workflow

Qualifications

• 5+ years in applied AI engineering or technical pre-sales with enterprise customers.
• Strong knowledge of transformer architectures, fine-tuning, and inference/training optimization.
• Experience deploying autonomous agent frameworks and multi-agent systems.

Responsibilities

• Design and architect agentic AI systems and multi-agent workflows.
• Lead optimization evaluations for model inference and training performance.
• Collaborate with customers to present PoVs and value propositions.

Skills

Applied AI engineering

Systems engineering

Pre-sales / solutions architecture

Python programming

Deep learning fundamentals

Education

Master’s or PhD in CS/ML

Tools

PyTorch

Hugging Face

TensorRT-LLM

vLLM

Job description

Job Description

We are seeking a Solutions Engineer - Agentic AI & Model Optimization for a Full-Time role based in the California. Our client is a well-capitalized, next-generation enterprise technology provider purpose-building advanced AI software systems, autonomous agent factories, and scalable inference/training optimization pipelines. Their engineering platform enables enterprise customers to build, fine-tune, optimize, and deploy high-impact AI workloads and multi-agent workflows into secure production environments.

This is a premier opportunity to serve as the leading technical voice at the frontier of applied enterprise artificial intelligence. The #1 feature of this opportunity is the opportunity to deploy advanced model architectures and agentic frameworks backed by world-scale dedicated compute: you will partner with commercial leadership to architect autonomous agent systems, run model optimization evaluations, and demonstrate enterprise feasibility to Chief AI Officers and engineering leadership. We are seeking a researcher-grade or senior systems technologist with deep foundational AI knowledge (dating beyond recent trends) who combines hands-on engineering depth with consultative, customer-facing polish and leadership ambition. In exchange, you will work on state-of-the-art problems with massive computing support in a high-autonomy, growth-focused culture.

Required Skills & Experience

• 5+ years of combined experience in applied AI engineering, systems engineering, or technical pre-sales/solutions architecture with enterprise customers.
• Deep theoretical and practical knowledge of model architectures, transformer fundamentals, model fine-tuning, and inference/training optimization techniques (e.g., quantization, model parallelism, memory optimization).
• Hands-on experience designing or deploying autonomous agent frameworks, multi-agent orchestration, tool use, and structured workflow automation.
• Strong programming proficiency in Python and modern deep learning frameworks (PyTorch, Hugging Face, TensorRT-LLM, vLLM, or equivalent runtimes).
• Demonstrated customer-facing acumen with the ability to run technical discovery, design proofs-of-value (PoVs), and effectively present complex AI concepts to executive and research audiences.

Desired Skills & Experience

• Academic or commercial research background in machine learning, natural language processing, or autonomous systems prior to recent generative AI cycles.
• Experience addressing enterprise concerns around data privacy, secure model inference, deterministic agent behavior, and evaluation benchmarks.
• Prior experience at an AI-native startup, enterprise AI software vendor, or frontier applied AI organization.
• Master's or Ph.D. in Computer Science, Machine Learning, Computational Mathematics, or related field, or equivalent practical experience.

What You Will Be Doing

Tech Breakdown

• 40% Agentic AI Systems, Multi-Agent Orchestration & Workflow Design
• 35% Inference & Training Optimization (Quantization, Runtimes, Model Serving)
• 25% Applied Model Development, Evaluation & Tool Integration

Daily Responsibilities

• 45% Customer Architecture Discovery, PoV Scoping & Executive Briefings
• 35% Hands-On Technical Solution Design, Prototype Validation & Technical Proposals
• 20% Team Collaboration & Research/Product Roadmap Alignment

The Offer

• Commission eligible

You will receive the following benefits:

• Medical Insurance
• Dental Benefits
• Vision Benefits
• Paid Time Off (PTO)

Applicants must be currently authorized to work in the US on a full-time basis now and in the future.