AI Workflow Engineer – Automation Architect

Modern Family Law

AI Workflow Engineer building orchestration, integrations, and automation infrastructure for Modern Family Law’s AI-native family legal services. Developing scalable, compliant workflows across AI platforms, CRMs, document systems, and client portals.

Posted 8/4/2026full-timeRemote • Virginia • 🇺🇸 United StatesMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in designing and implementing AI-enabled workflow orchestration systems, with a strong focus on automation, systems integration, and API development. Proficient in managing complex projects and collaborating with cross-functional teams to enhance operational efficiency and client experiences.

Highest-signal resume keywords

Workflow AutomationSystems IntegrationProduction-Grade PythonAPI DevelopmentAI Implementation

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Workflow AutomationSystems IntegrationProduction-Grade PythonAPI DevelopmentOrchestration FrameworksEvent-Driven SystemsAutomation ArchitectureDocument AutomationTesting and Code ReviewsCI/CD

Soft Skills

Analytical AbilitiesTroubleshooting SkillsOrganizational SkillsCommunication SkillsAttention to Detail

Tools & Technologies

LangGraphLangChainLangFuseLangSmithAI Infrastructure FrameworksAutomation PlatformsClient PortalsPayment SystemsDocument Automation SystemsInternal Operational Tools

Industry Keywords

AI WorkflowsLegal ProcessesOperational ScalabilityCompliance PlanningGovernance

Tech Stack

Tools & technologies

Python

About the role

Key responsibilities & impact

Design, build, and maintain AI-enabled workflow orchestration systems across legal and operational processes
Develop integrations between AI platforms, CRMs, document automation systems, client portals, payment systems, and internal operational tools
Build automation pipelines and event-driven workflows for legal intake, document generation, communications, workflow routing, and escalation protocols
Translate legal workflows into scalable technical architectures with Legal Knowledge Engineers and Product Managers
Implement API integrations across third-party platforms and internal systems
Develop retrieval, prompt orchestration, and workflow execution systems supporting AI agents and AI-assisted processes
Assist in designing scalable architectures for AI-powered client experiences and internal operational systems
Monitor workflow reliability, system performance, automation effectiveness, and operational scalability
Troubleshoot automation failures, workflow bottlenecks, and integration issues
Participate in security, governance, auditability, and compliance planning related to AI workflows
Document workflow architectures, system logic, integration maps, and operational standards
Evaluate emerging automation technologies, orchestration frameworks, and AI infrastructure tools

Requirements

What you’ll need

Bachelor’s degree or equivalent practical experience in software engineering, computer science, information systems, automation engineering, or a related field
Deep experience in workflow automation, systems integration, software engineering, AI implementation, or automation architecture
Production-grade Python experience
Sound software engineering practices, including testing, code reviews, version control, and CI/CD
Experience designing, building, and optimizing AI agent workflows using orchestration frameworks such as LangGraph or LangChain
Experience with vector retrieval, LLM observability platforms such as LangFuse or LangSmith, and API/webhook integrations
Strong understanding of APIs, workflow orchestration, event-driven systems, and systems integration
Experience with automation platforms, orchestration tools, or AI infrastructure frameworks
Strong analytical, troubleshooting, and systems-thinking abilities
Ability to work cross-functionally with technical and non-technical stakeholders
Excellent organizational and communication skills
Ability to manage multiple complex projects in fast-moving environments
Ability to communicate professionally with employees, managers, leadership, attorneys, support staff, and external partners
Ability to operate independently while managing multiple priorities and deadlines
Demonstrated attention to detail, reliability, organization, and follow-through
Flexibility to respond positively to shifting priorities and business needs
Ability to work under pressure while maintaining accuracy and professionalism
Ability to work in a primarily computer-based environment with extended sitting, screen time, typing, and standard office equipment
Ability to occasionally lift and move office equipment or materials weighing up to 10 pounds
Ability to work occasional evenings or adjusted hours as needed for onboarding, offboarding, or time-sensitive operational needs

Benefits

Comp & perks

Health Care Plan (Medical, Dental & Vision)
Retirement Plan (401k, IRA)
Life Insurance (Basic, Voluntary & AD&D)
Paid Time Off (Vacation, Sick & Public Holidays)
Short Term & Long Term Disability
Training & Development
Work From Anywhere -- eligible after 6 months
Highly competitive compensation
Performance incentives
Comprehensive benefits