GenAI Forward-Deployed Engineer - Embedded, Production AI

MACHINE LEARNING TECHNOLOGIES LLC; Los Angeles (CA); On-site; USD 150,000 - 210,000; Full time

Job summary

MACHINE LEARNING TECHNOLOGIES LLC in Los Angeles is seeking a Gen AI Engineer to bridge frontier AI products with production-grade deployments inside customer environments.

You will code, debug, and ship bespoke agentic solutions, addressing data readiness, integration complexities, and state-management challenges to help enterprise AI mature. This role demands high agency and a founder’s mindset.

Qualifications

• Bachelor’s degree in engineering, computer science, or equivalent practical experience.
• 5+ years of software development experience in Python or similar languages.
• Experience architecting AI systems on cloud platforms (GCP).
• Experience building data pipelines using vector databases and RAG-like architectures.
• Experience delivering production-grade AI solutions for customers.
• Experience leading technical discovery sessions with customers.
• Hands-on with Google Conversational AI product suite (Gemini CX, CES, CCAI).

Responsibilities

• Serve as a developer for complex AI applications, transitioning from rapid prototypes to production-grade agentic workflows (e.g., multi-agent systems, MCP servers) that drive measurable ROI.
• Architect and code the connective tissue between Google’s AI products and customer's live infrastructure, including APIs, legacy data silos, and security perimeters as part of an expert team.
• Build high-performance evaluation pipelines and observability frameworks to ensure agentic systems meet rigorous requirements for accuracy, safety, and latency.
• Identify repeatable field patterns and friction points in Google’s AI stack, converting them into reusable modules or formal product feature requests for the Engineering teams.
• Co-build with customer engineering teams to instill Google-grade development best practices, ensuring long-term project success and high end-user adoption.

Skills

Python

GCP

AI pipelines

Production AI

Conversational AI

Education

Bachelor’s degree in engineering, computer science

Job description

MACHINE LEARNING TECHNOLOGIES LLC in Los Angeles is seeking a Gen AI Engineer to bridge frontier AI products with production-grade deployments inside customer environments.

You will code, debug, and ship bespoke agentic solutions, addressing data readiness, integration complexities, and state-management challenges to help enterprise AI mature. This role demands high agency and a founder’s mindset.