Senior AI Platform Engineer (LLM Pipelines)

Pattern Data; Richmond, Northern (VA, KY); Hybrid; USD 160.000 - 220.000; Vollzeit

Zusammenfassung

Pattern Data in Richmond, VA is seeking a Software Engineer - AI Platform (Senior-Staff) to own and evolve production AI pipelines for document extraction and validation. You’ll design, build, and ship LLM-backed workflows with a focus on reliability, cost, and latency, collaborating with the litigation management team to maximize value.

Ideal candidates have 6+ years in software engineering, strong fundamentals, hands-on experience with LLM APIs, data handling (OCR/hand-filled forms), and clear

Qualifikationen

• Bachelor's degree in Computer Science or related technical discipline
• 6+ years of software engineering experience with strong fundamentals
• Hands-on experience with LLM APIs and structured outputs
• A clear approach to evaluation: how you know the system is working
• Comfort with messy real-world data: OCR'd PDFs, scanned forms
• Curiosity and ability to tackle hard problems with effective solutions
• Excellent communication and stakeholder collaboration

Aufgaben

• Build and operate LLM-backed pipelines for document extraction, classification, and validation
• Measure and improve accuracy through evaluation datasets, regression suites, and actionable metrics
• Build the review workflows where AI output is verified and corrected
• Own production details: prompt versioning, structured output validation, cost and latency management, retries and fallbacks
• Collaborate with the litigation management team to identify where AI adds the most value

Kenntnisse

LLM APIs

Software fundamentals

Communication

OCR / messy data

Evaluation methods

Problem solving

Team collaboration

Ausbildung

Bachelor's degree in Computer Science or related field

Tools

LLM tooling

Data pipelines

Jobbeschreibung

Pattern Data in Richmond, VA is seeking a Software Engineer - AI Platform (Senior-Staff) to own and evolve production AI pipelines for document extraction and validation. You’ll design, build, and ship LLM-backed workflows with a focus on reliability, cost, and latency, collaborating with the litigation management team to maximize value.

Ideal candidates have 6+ years in software engineering, strong fundamentals, hands-on experience with LLM APIs, data handling (OCR/hand-filled forms), and clear