ABC Fitness
Fitness
SeniorManager,AIEngineering(API&AIOrchestration)
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Manager, AI Engineering (API & AI Orchestration) at ABC Fitness. Skills: AI Orchestration, API Standards, Agent Workflows. Lead AI Orchestration & API Teams. Define the MCP/Orchestration Layer”
What You'll Achieve.
layer is the engine behind ABC’s newest, highest-growth AI product lines; Teams can expose a new internal capability to an agent in hours; Agent-driven workflows are observable and stable; team is the benchmark for "AI-native" working; Engineers are motivated, clear on priorities, growing in scope; team consistently makes sound technical decisions; team has a reliable system for planning, execution, decision-making
Industry & Context.
Technical judgment in complex systems; cost trade-offs; LLM reasoning
What They're Looking For.
Must Have
People leadership depth, Technical judgment in complex systems, Systems-thinking management style, API & Systems Expertise, Product & Revenue Mindset, Agentic Fluency, Change leadership, Coaching mindset
Nice to Have
Experience modernizing legacyrownfield APIs for machine consumption, Hands-on experience with LLM orchestration frameworks, Familiarity with "Shadow Production" environments for testing non-deterministic workflows
What You'll Do.
Lead AI Orchestration & API Teams
Define the MCP/Orchestration Layer
Define agent-friendly API standards
Build responsible AI-native engineering practices
Turn Capabilities into Revenue
Partner Across the Stack
Build and grow high-performing squads
Create the operating system for fast execution
Develop leaders within the team
How You'll Work.
Team & Collaboration
Collaborate with AI Enablement; Collaborate with SRE; Partner Across the Stack
Process & Methodology
planning, prioritization, retrospectives, delivery metrics, decision logs, communication rhythms
Full Job Description
Join ABC Fitness and become part of a culture that’s as ambitious as it is authentic. Let’s transform the future of fitness—together! Our Values **Best Life** We believe great work begins with great people. That’s why our culture is built on respect, trust, and belonging. We create an inclusive environment where every team member can bring their authentic self to work—because diverse perspectives drive innovation and meaningful impact. **Growth Mindset** We are doers, thinkers, and dreamers. At ABC Fitness, your growth is our investment. Through continuous learning, mentorship, and professional development opportunities, we empower you to reach new heights—personally and professionally. **One Team** From day one, you’ll be part of a team that collaborates, celebrates, and cares. We move fast, support one another, and have fun along the way. Because when you thrive, we all thrive. ABC Fitness is building an AI-native organization—where new products and capabilities are powered by agents, APIs, and orchestration systems built on a shared AI platform. At the center of this is the **API & AI Orchestration** layer. This is the connective tissue of our AI Execution Model. As the Engineering Manager for this group, you will lead the teams responsible for: * **Modernized APIs** designed specifically for agentic consumption. * **MCP / ACP Servers** (Model/Agent Context Protocol) that expose internal capabilities to LLMs. * **Agent Workflows** that power real-world product features and new revenue-driving SKUs. Your teams won't just build AI; they will work in an **AI-native way**. You will lead small, elite squads that leverage the best tooling available (Cursor, LLM-coding assistants) and the ephemeral, agent-friendly environments built by our Principal SREs. **What You’ll Do** * **Lead AI Orchestration & API Teams:** Build and manage high-impact, autonomous squads focused on the MCP layer and complex agent workflows. * **Define the MCP/Orchestration Layer:** Establish the
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