Accurate Background

Lead AI Engineer

Accurate Background$121K — $185K *
US-AnywhereRemote in United States
Information Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in computer science or equivalent experience
  • 8+ years of cloud software engineering and/or AI engineering experience
  • 8+ years of programming experience in Python
  • Hands-on experience building AI-enabled applications or AI agents
  • Strong understanding of GenAI patterns including LLM/SLM model selection and RAG

Responsibilities

  • Design, build, test, deploy, and maintain AI-enabled solutions
  • Establish foundational AI CoE standards and engineering guardrails
  • Contribute to the development of an AI lab for experimentation and rapid iteration
  • Define and implement AI Development Lifecycle practices
  • Identify and deliver AI use cases to drive operational efficiencies
  • Work with LLMs, embeddings, and model APIs

Benefits

  • Fun, fast-paced work environment
  • Significant opportunities for growth
  • Focus on AI-powered operational efficiency and business value
  • Inclusive and collaborative company culture
  • Dynamic environment reflective of rapid growth
Full Job Description
Job Description:

Accurate Background is a fast-growing organization focused on providing employment background screening solutions and building trusted relationships with our clients. Accurate Background continues to exceed expectations by offering innovative background check and credentialing products.

The Lead AI Engineer will play a key role in establishing and scaling Accurate Background's emerging AI capabilities as part of a new team focused on building reusable AI platforms, AI engineering standards, experimentation practices, and production-ready AI solutions.

This role will help define and operationalize an enterprise grade AI Center of Excellence, including AI governance practices, AI lab experimentation, reusable agent and tool patterns, and scalable AI solution architectures. The Lead AI Engineer will help transform the traditional SDLC into an AI Development Lifecycle (AI-DLC), materially changing how solutions are designed, built, evaluated, deployed, and continuously improved.

This role focuses on delivering AI-powered solutions that drive operational efficiency, improve experiences, and generate measurable business and revenue value. We offer a fun, fast-paced environment with significant opportunities for growth.

Responsibilities
  • Design, build, test, deploy, and maintain AI-enabled solutions including AI agents, tools, and GenAI-powered applications
  • Establish foundational AI CoE standards, reusable patterns, and engineering guardrails.
  • Contribute to development of an AI lab for experimentation, prototyping, evaluation, and rapid iteration
  • Define and implement AI-DLC practices including experimentation, evaluation, governance, deployment, and monitoring
  • Build reusable and scalable AI platforms, services, APIs, and orchestration patterns
  • Identify and deliver AI use cases that drive operational efficiencies and business value
  • Apply GenAI patterns such as RAG, prompt engineering, agent orchestration, tool calling, and human-in-the-loop workflows
  • Develop AI agents, tool integrations, and orchestration workflows across enterprise systems
  • Work with LLMs, SLMs, embeddings, vector search, and model APIs
  • Create technical designs, reusable frameworks, and implementation standards
  • Implement secure, observable, and maintainable Python-based AI services
  • Establish and follow AI governance practices including responsible AI, data protection, and compliance
  • Support build, deployment, monitoring, and troubleshooting of AI applications
  • Develop evaluation frameworks, quality benchmarks, and feedback loops
  • Partner with stakeholders to move AI ideas from concept through production and scale
  • Mentor engineers on AI engineering practices and AI-native development


Required Qualifications
  • Bachelor's degree in computer science or equivalent experience
  • 8+ years of cloud software engineering and/or AI engineering experience
  • 8+ years of programming experience in Python
  • Hands-on experience building AI-enabled applications, GenAI solutions, or AI agents.
  • Experience with AWS and/or Azure, including AI-native PaaS cloud services (e.g., AWS Bedrock, AWS AgentCore, Azure AI Foundry, Azure OpenAI)
  • Strong understanding of GenAI patterns:
  • LLM/SLM model selection
  • Retrieval-Augmented Generation (RAG)
  • Prompt engineering and evaluation
  • Agentic workflows
  • Tool/function calling
  • Embeddings and vector search
  • Human-in-the-loop systems
  • AI observability and monitoring
  • Experience with agent frameworks and orchestration tools (LangGraph, Semantic Kernel etc.)
  • Experience with LLM ecosystems and providers (OpenAI, Anthropic, Llama, Mistral, etc.)
  • Experience with vector databases and retrieval systems (Pinecone, Azure AI Search, etc.)
  • Experience with tool/agent AG-UI, A2A, MCP interoperability protocols, registries, and reusable service layers
  • Experience integrating APIs and enterprise systems into AI workflows
  • Solid understanding of modern architecture patterns (microservices, APIs, event-driven systems)
  • Experience working in Agile/Scrum environments
  • Understanding AI governance, responsible AI, and compliance considerations
  • Ability to translate business problems into AI solutions
  • Strong analytical and problem-solving skills
  • Self-starter with strong collaboration and communication skills

Preferred Qualifications
  • Experience building or contributing to an AI Center of Excellence, AI platform, or AI innovation team.
  • Experience defining or implementing an AI Development Lifecycle (AI-DLC).
  • Experience implementing structured Context Engineering practices for improving model reliability and consistency
  • Experience with observability and evaluation tools (OpenTelemetry, Datadog, CloudWatch, LangSmith etc.)
  • Experience with CI/CD, containerization, and infrastructure automation
  • Experience in regulated, compliance-driven environments
  • Experience delivering AI solutions for operational automation, customer experience, or revenue-generating products
  • Familiarity with AI governance frameworks (e.g., ISO/IEC 42001, NIST AI RMF)


AI Mindset
  • Balance rapid experimentation with disciplined engineering practices
  • Design for scalability, reusability, and governance from the start
  • Focus on measurable business outcomes and value creation
  • Embrace ambiguity and help define standards for emerging AI capabilities
  • Build systems with continuous evaluation, monitoring, and improvement
  • Apply responsible AI principles across all solutions


Working Conditions:
  • The company environment is dynamic and reflective of rapid growth
  • Friendly, helpful, open, and all inclusive
  • Fast paced with frequent changes
  • Sits and works at desk computer-keyboard for extended periods of time
  • Works with others


The annual base salary for this position ranges from $121,000 - $185,000. Pay will vary depending on job-related knowledge, skills, experience, and relevant education and training. This position may also be eligible for an annual performance-based bonus, commission, or other variable pay plan. The Company also offers a full range of benefits, including medical, dental, and 401k. Your recruiter can share more details about the specific compensation package during the hiring process.

About Accurate Background

Accurate Background is a background screening services provider headquartered in Irvine, California. The company offers a range of screening solutions, including criminal record checks, employment and education verifications, and drug testing, to employers and staffing agencies. Accurate Background's services are delivered through a proprietary platform that integrates with popular applicant tracking systems and HR software. The company was founded in 1997 by Dave Dickerson and is known for its commitment to compliance and data security.
Learn more about Accurate Background
Size
500 employees
Industry
Founded
1997

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