AI Engineer

Life Science Logistics

$90K — $130K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years in software engineering or applied AI, with 1+ year in LLM prompt engineering.
  • Hands-on expertise with Claude, GPT-4, or similar LLMs in production settings.
  • Background in technical writing, UX design, or developer advocacy.
  • Experience in prompt engineering techniques like few-shot and hallucination mitigation.
  • Familiar with adversarial prompt testing and AI safety frameworks.
  • Strong production deployment mindset with focus on monitoring, latency, and cost.
  • Previous experience in regulated industries such as pharma, healthcare, or financial services preferred.

Responsibilities

  • Establish a structured prompt library addressing common use cases.
  • Apply advanced prompting techniques including chain-of-thought and few-shot examples.
  • Design and implement RAG pipelines connecting various company systems.
  • Deploy and tune LLM applications for workflows and system improvements.
  • Continuously A/B test prompt variants and document benchmarks.
  • Act as a subject-matter expert on Claude Desktop's file-handling for prompts.
  • Champion prompt engineering best practices across internal teams.

Benefits

  • Work in a dynamic, office-based environment.
  • Engage with cutting-edge AI technologies.
  • Opportunity for cross-functional collaboration.
  • Develop industry-relevant skills in regulated sectors.
Full Job Description
Responsibilities

  • Establish and maintain a structured prompt library for the company which will cover common use cases (summarization, Q&A, extraction, code generation, file analysis).
  • Apply advanced prompting techniques including chain-of-thought, few-shot examples, role specification, and XML-structured inputs.
  • Design and build RAG pipelines connecting our WMS, EDI logs, SOP repositories, contract data, and other systems.
  • Deploy and tune LLM-powered applications including internal knowledge assistants, client-facing chat, extend RAG based response repositories, and leverage AI to optimize workflows, processes, and drive system improvements.
  • Continuously A/B test prompt variants and document performance benchmarks.
  • Serve as the subject-matter expert on Claude Desktop's file-handling capabilities, including referencing local PDFs, Word documents, spreadsheets, and code files within prompts.
  • Create reusable prompt patterns that work reliably with multi-file inputs, long-context documents, and structured data.
  • Champion prompt engineering best practices across internal teams including Operations, Control Tower, Business segments, and General Counsel to translate business problems into AI solutions.
  • Embed PII handling rules, data residency constraints, jailbreak resistance, and refusal behavior guardrails into production prompt workflows.
  • Test for prompt injection risks specific to local file inputs - including malicious content embedded in PDFs, DOCX, or CSV files uploaded through Claude Desktop.
  • Build and maintain internal evaluation harnesses to measure prompt quality, consistency, and regression over model updates.
  • Other duties as assigned


Qualifications and Job Specifications

  • 3+ years of software engineering or applied AI experience, with at least 1 year focused on LLM prompt engineering.
  • Deep hands-on experience with Claude, GPT-4, or similar large language models in production or near-production settings.
  • Background in technical writing, UX wireframing, instructional design, or developer advocacy.
  • Prompt engineering discipline including system prompt design, zero-shot, few-shot, output validation, hallucination mitigation.
  • Experience with adversarial prompt testing, red teaming methodologies, or AI safety evaluation frameworks.
  • Production deployment mindset. You monitor what you build, you own uptime, you care about latency and cost.
  • Previous experience working with a lean team in a regulated industry, such as pharma, healthcare, government, or financial services is preferred.
  • Excellent written communication skills; ability to translate complex technical concepts for non-technical audiences.
  • Proven ability to collaborate cross-functionally across engineering, product, and customer-facing teams.


Technical Expertise

  • Direct experience with Claude Desktop, including MCP (Model Context Protocol) server configuration and local file tooling.
  • Familiarity with RAG (Retrieval-Augmented Generation) architecture and vector databases (e.g., Pinecone, Weaviate, pgvector).
  • Proficiency in Python or JavaScript for building prompt pipelines, evaluation scripts, and automation tooling.
  • Supply chain, logistics, or 3PL domain knowledge including WMS, EDI 850/810/856, DSCSA familiarity.
  • Knowledge with Intelligent Document Processing (IDP), OCR pipelines, and handwritten text extraction (AWS Textract, CargoShot, or equivalent).
  • Exposure to government or enterprise RFP processes, understanding of compliance documentation, and proposal requirements are nice to have.


Additional Employment Requirements

  • Must be able to successfully pass all preliminary employment requirements (i.e., background check and drug screen)
  • Other requirements such as professional licensing.


Physical/Mental/Visual Demands

  • Work is light to medium in nature with frequent walking to perform assigned tasks.
  • Work is performed in office.
  • Must be able to safely conduct occasional lifting of 25 lbs.


Working Conditions

  • Activities occur in a typical office environment.


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