Job Description

Roles & Responsibilities

Role Overview

The AI Systems Builder will design, build, and maintain AI-native systems that power social media automation, internal operations, and workflow optimization. This role requires a highly autonomous builder who can take ambiguous problems, develop functional AI agent solutions, deploy them into production, and continuously iterate based on real-world performance.

Key Responsibilities

AI Agent Development

Build and maintain AI social media agents that monitor performance, generate content drafts, and execute scheduled publishing workflows
Develop agents for internal operations, including communications routing, workflow automation, data aggregation, and task delegation
Structure agent deployments using Claude Code, Cowork, and relevant APIs from initial build through production
Write and maintain evals to test agent outputs for quality, accuracy, and edge-case failures before deployment
Iterate on agent logic based on real-world performance data

Internal Workflow & Operations Automation

Identify manual processes and propose AI-native solutions to replace them
Implement and maintain communication and workflow systems that reduce friction and improve team throughput
Connect tools via API and plugin integrations, including Claude Code plugins, Slack, ClickUp, and other platforms
Document all systems built to ensure continuity and scalability

AI Integration Consulting (Internal)

Advise on what processes should or should not be automated based on impact and feasibility
Support non-technical team members in understanding and using AI systems
Monitor system outputs and resolve issues before they impact downstream workflows

Skills

Strong ability to architect and deploy AI-native systems beyond prompt-level execution
Ability to think in terms of AI-owned vs. human-owned workflows
Strong judgment in evaluating automation opportunities vs. unnecessary complexity
Ability to work autonomously and execute with minimal direction
Strong documentation practices to ensure system continuity
Ability to communicate complex systems clearly to non-technical users
Problem-solving mindset with focus on building reliable, scalable solutions
Comfort iterating quickly and improving systems based on performance data
Strong sense of ownership and accountability for deployed systems

Opportunity

This is an opportunity to work at the core of an AI-native organization where systems, workflows, and operations are built around artificial intelligence from the ground up. You will have direct impact on how the company operates, building solutions that scale content, automate processes, and improve team efficiency. The role offers high autonomy, close collaboration with leadership, and the ability to shape how AI is applied in a mission-driven environment.

Desired Candidate Profile

This role is open to candidates based in LATAM, Africa, and Eastern Europe. Please note that as this role supports U.S.-based clients, candidates must be available to work during U.S. business hours aligned with the client s time zone.

Qualifications

Experience

Daily working proficiency with Claude Code
Experience with Cowork or equivalent AI-native workflow tools
Experience structuring and deploying AI agents in production environments
Experience with Claude Code plugins and API integrations
Experience writing evals to test AI system performance
Experience working in ambiguous, fast-paced environments and shipping functional systems
Experience using tools such as Zap or Make and determining when to use them versus custom-built agent solutions
Experience building or maintaining social media automation agents (preferred)
Familiarity with Anthropic s API and model behavior (preferred)
Background in operations or communications workflows (preferred)
Experience working in tools such as ClickUp, Slack, and lean team environments (preferred)
Proven ability to build systems usable by non-technical stakeholders (preferred)

AI Systems Builder Scale Army

AI Systems Builder
Scale Army