Senior Technical Program Manager, Services Tools & Diagnostics
Senior Technical Program Manager building and operating AI-driven automation, knowledge systems, intelligent routing, and observability for Twilio's Global Customer Success (GCS) delivery workflows. Writes production code weekly (Python/TS, LLM agents, MCP, Grafana/Salesforce dashboards) while driving business outcomes like resolution rates and revenue-per-headcount.
188k – 277k/yr
Remote7+ YOETechnical Program Management
About the role
Responsibilities
Architect and build systems that encode how GCS operates, including account health observability, intelligent routing, knowledge retrieval, and workflow automation across TAM, PS, and EM motions, with cost optimization.
Build AI workflows using the Anthropic Claude API, Claude Agent SDK, and Claude Code, including MCP servers that connect agents to Slack, Jira, Zendesk, Grafana, Airtable, and internal Twilio systems.
Partner with CXO to design decision frameworks for autonomous system actions versus human-in-the-loop, owning guardrails to prevent failures such as edge cases, prompt injection, and unintended behaviors.
Extend observability and analytics with production-quality dashboards and integrations across Grafana (ClickHouse-backed), Salesforce, Tableau, Looker, and Airtable, selecting the right tool for the audience and data source.
Operate within and mature CXO's vetting-and-graduation governance model, including versioning, evaluation frameworks, A/B testing, and performance measurement focused on GCS.
Instrument all built systems for metrics like retrieval accuracy, action success rates, deflection, and failure patterns; tie technical performance to GCS business outcomes such as time to value, resolution rate, cost-per-ticket, and time-to-resolution.
Translate complex system behavior into plain language for director and executive audiences while producing clear technical documentation.
Qualifications
Required:
7+ years of experience building production software or technical systems in roles such as platform engineering, solutions architecture, or hands-on technical program management.
Production-quality proficiency in Python and/or TypeScript (Node.js), with fluency in REST API integration (OAuth 2.0, API keys, token refresh, webhooks, pagination, rate limiting, error handling, retries, JSON transformation).
Hands-on experience building AI systems with large language models, including tool use/function calling, structured outputs, prompt architecture, evaluation harnesses, and deploying MCP servers to connect enterprise systems.
Deep understanding of how LLMs reason, fail, and why; fluency in RAG architectures, prompt engineering patterns, and agent frameworks.
Advanced SQL, including analytical queries against columnar stores such as ClickHouse.
Dashboard and application development experience across Grafana (data sources, panels, variables, dashboard-as-code, alerting), Salesforce (SOQL, report types, Lightning reports/dashboards), Tableau (data modeling, calculated fields, LOD expressions, publishing), Looker (LookML modeling, Explores, derived tables, dashboards), and Airtable (base/table design, automations, scripting, API integration), with judgment to select the right tool.
Strong engineering practices: Git-based version control, code review, basic CI, and least-privilege patterns for customer data.
Ability to translate business requirements into system specifications and explain complex technical behavior to non-technical stakeholders.
Desired:
Experience embedded in a support or professional services organization, building systems for those teams.
Experience with Zendesk or similar service platforms, including APIs, triggers, and routing logic.
Experience defining metrics and observability for AI systems in production, and running structured A/B tests or evaluations.
Familiarity with Twilio's products or the CPaaS/SaaS domain.
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