Director of Engineering, Deployment

We need to output HTML fragment with sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections where posting has real specific content. We need to extract content. The posting includes: "Who we are" (company description) but not needed as heading? The instruction: use

for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). Do NOT repeat the job title as a heading. So we need to map content to these headings. We have "About The Role" section: after "About The Role" heading in posting. That is description of role. So we can put that under

About the role

with paragraphs. Responsibilities: The posting lists many bullet-like paragraphs under "In this role, you will focus on the core competencies listed below" then subheadings: Customer Deployment, Integrations & Enterprise Architecture, Deployment Automation & Developer Experience, Product & Engineering Partnership, Customer, Partnerships & Cross-Functional Leadership, Security, Compliance & Trust, Team Building & Culture. Those are responsibilities. So we can create a

• list of responsibilities, each maybe summarizing each bullet? But we must preserve ALL substantive information, not invent or summarize away detail. We need to keep details. Could we put each subheading as a
• with its detailed description? That would preserve content. Use
  • for any list of duties/requirements/benefits. So we can make a list where each
  • contains the heading and description. That seems okay. Requirements: The posting includes "You May Be a Good Fit If You Have" bullet list of requirements. Also "Strong Candidates May Also Have". Those are qualifications/requirements. So we can put under Requirements (or Qualifications). The instruction separate Requirements and Qualifications sections. We need to decide which content goes where. Typically Requirements are mandatory, Qualifications are preferred. The posting has "You May Be a Good Fit If You Have" (mandatory?) and "Strong Candidates May Also Have" (preferred). So we can put first list under Requirements, second under Qualifications. Skills: Could be extracted from requirements? Might be overlapping. But we could create a Skills section summarizing technical skills like Kubernetes, CI/CD, etc. However we must not invent or summarize away detail; we could list skills as bullet list from the requirements. That's still preserving detail. But we already have Requirements and Qualifications sections; adding Skills might duplicate. The instruction: Prefer a few substantive sections over many thin ones. So maybe we combine Requirements and Qualifications into one section? But they said use headings for those categories. We could include both Requirements and Qualifications if they have content. That's okay. Benefits: The posting includes "Benefits and Perks" with bullet list emojis. So we can create Benefits section with
    • each benefit. Pay: The posting includes "Compensation Range: $275K - $360K". So we can create Pay section with that. Schedule: Not mentioned. So we should NOT include Schedule section. Also we need to include any metadata like Job ID? Not present. We must remove boilerplate: cookie/navigation/legal/EEO etc. Not present. We must output only HTML fragment, no /, no markdown fences. Thus final HTML:

      About the role

      ... (the paragraph after About The Role up to "In this role, you will focus on the core competencies listed below") maybe include that paragraph. Then

      Responsibilities

      • Customer Deployment: ... description
      ... etc. Then

      Requirements

      • 10+ years of experience in software engineering, infrastructure, platform engineering, or distributed systems, with significant experience leading globally distributed engineering teams.
      • Experience leading engineering organizations responsible for deploying complex software, AI/ML systems, or infrastructure into enterprise customer environments.
      ... etc (list all from "You May Be a Good Fit If You Have"). Then

      Qualifications

      • Strong Candidates May Also Have: Experience deploying AI/ML or GPU-intensive workloads into customer environments.
      ... etc. Then

      Benefits

      • An open and inclusive culture and work environment
      • Work closely with a collaborative, mission-driven team on cutting-edge AI technology
      • Full health, dental, and vision benefits
      • Extremely flexible PTO and parental leave policy. Office closed the week of Christmas and New Years
      • Monthly wellness stipend
      • Annual Learning & Development stipend to invest in your growth
      • Global offices in San Francisco, New York, and Seoul, and coworking office memberships for remote team members
      • VISA support where applicable
      • Transportation stipend (SF & NY onsite only)
      • Daily meals provided (SF & NY onsite only)
      Then

      Pay

      Compensation Range: $275K - $360K

      We need to ensure we preserve all substantive information. Let's extract the About the role paragraph exactly. From posting: "About The Role With our Series B, we are entering our next chapter: building a full-stack video AI company with frontier models at the foundation, an enterprise platform in the middle, and agentic systems that turn raw video into actionable knowledge and insights. Our customers include some of the world’s leading companies across media, sports, advertising, security, and the public sector. They are asking us to solve increasingly complex problems—not only through our APIs, but by deploying TwelveLabs technology securely and reliably into their environments. As Director of Engineering, Deployment & Integrations, you will lead the engineering organization responsible for deploying TwelveLabs technology into our customers' and partners’ environments and integrating it deeply into their existing technology ecosystems. You will own the engineering strategy and execution for customer and distribution partner deployments across hyperscalers, private cloud, on-premise, and other complex enterprise environments. You will work closely with our Engineering and Go to Market teams to turn complex customer requirements into scalable, repeatable deployment and integration capabilities. This is a highly cross-functional and customer-facing engineering leadership role. You will be equally comfortable working through architecture with a customer's technical team, diving into a complex deployment or integration challenge, and building the systems and processes that allow the next customer to move faster. Your goal is to make TwelveLabs easy to deploy, easy to integrate, and reliable to operate — while turning the lessons from each customer into capabilities that scale across the business. In this role, you will focus on the core competencies listed below" We can include that as paragraph(s). Might break into two paragraphs for readability but okay. Now responsibilities: list each competency with its description. Let's extract each: Customer Deployment: "Own the engineering lifecycle for customer and partner deployments, from technical discovery and architecture through implementation, production launch, and ongoing operations. Lead deployments across public cloud, customer VPCs, private cloud, on-premise infrastructure, and other customer-controlled environments. Partner directly with strategic customers, partners and their engineering, infrastructure, security, and IT teams to solve complex deployment challenges. Establish the technical standards, tooling, and playbooks required to make deployments predictable and repeatable. Turn recurring customer deployment requirements into scalable product and platform capabilities wherever possible." Integrations & Enterprise Architecture: "Own the engineering strategy for integrating TwelveLabs into customers' existing technology ecosystems. Build scalable integration patterns across enterprise applications, data platforms, storage systems, identity and access management, APIs, and AI/ML infrastructure. Partner with Product and Engineering to translate recurring customer integration requirements into reusable platform capabilities. Establish standards and tooling that make integrations faster, more reliable, and increasingly self-service. Balance customer-specific requirements with a long-term architecture that prevents TwelveLabs from accumulating one-off integrations. Help define the technical architecture and interfaces that allow TwelveLabs to become deeply embedded in customer workflows and applications." Deployment Automation & Developer Experience: "Build the tooling, automation, and internal platforms that allow engineering teams to provision, configure, upgrade, integrate, and operate customer environments efficiently. Develop deployment and integration architectures that move TwelveLabs from bespoke implementations toward repeatable, highly automated capabilities. Establish strong CI/CD, release management, configuration management, and observability practices for distributed customer environments. Create an exceptional internal developer experience for engineers responsible for building and supporting deployments and integrations." Product & Engineering Partnership: "Work closely with Product and Engineering leadership to ensure deployment and integration requirements are incorporated into product architecture from the beginning. Identify recurring friction across customer deployments and integrations and turn those insights into product and platform improvements. Partner with Research and ML teams to understand the operational requirements of serving increasingly capable multimodal models in production environments. Help define the technical roadmap for deployment and integration infrastructure as TwelveLabs expands its product portfolio and customer footprint." Customer, Partnerships & Cross-Functional Leadership: "Serve as a senior technical partner to Solutions Engineering, Sales, and Product on the most complex customer opportunities. Translate customer requirements into clear technical decisions, engineering priorities, and execution plans. Establish a strong operating rhythm across customer-facing and engineering teams to ensure deployments and integrations move quickly without compromising quality. Communicate complex technical tradeoffs clearly to both highly technical audiences and executive stakeholders." Security, Compliance & Trust: "Build deployment and integration architectures suitable for enterprise and public sector customers with demanding security and compliance requirements. Partner with Security and Infrastructure teams to support requirements around data isolation, identity, access control, encryption, auditability, and compliance. Help establish deployment patterns capable of supporting increasingly regulated and security-sensitive environments." Team Building & Culture: "Build and lead a world-class Deployment & Integrations Engineering organization. Recruit, develop, and retain engineers who thrive at the intersection of distributed systems, infrastructure, product engineering, enterprise integrations, and customer problem-solving. Create a culture of high ownership, technical excellence, urgency, and disciplined execution. Establish the processes and operating mechanisms that allow the team to move quickly while maintaining a high bar for reliability and customer experience." Now Requirements list from "You May Be a Good Fit If You Have": - 10+ years of experience in software engineering, infrastructure, platform engineering, or distributed systems, with significant experience leading globally distributed engineering teams. - Experience leading engineering organizations responsible for deploying complex software, AI/ML systems, or infrastructure into enterprise customer environments. - Deep technical understanding of cloud infrastructure, distributed systems, networking, containers, Kubernetes, CI/CD, observability, and production operations. - Experience with Kubernetes, container orchestration, infrastructure-as-code, and automated deployment systems. - Experience deploying software across multiple cloud environments and/or customer-controlled infrastructure, including air-gapped, disconnected, regulated, or highly secure environments - Hands-on experience owning the software deployment lifecycle end-to-end — versioning, release management, rollout + rollback strategy, upgrade paths, and post-deployment operations across distributed customer environments. - Deep experience with software packaging patterns for shipping into customer-controlled environments — container images, Helm charts, operator patterns, installer + bootstrap flows, air-gapped bundles, and dependency + configuration management. - A track record of turning bespoke customer implementations into scalable, repeatable engineering systems. - Strong customer-facing instincts and the ability to operate credibly with senior engineers, architects, security teams, and technical executives at large enterprises. - A bias toward action and a willingness to get into the technical details when the situation demands it. - Excellent judgment about when to build a one-off solution for a strategic customer versus investing in a scalable platform capability. - Experience operating in a high-growth startup where product requirements and customer needs evolve rapidly. - Experience working with globally distributed teams Note there is a line break after "highly secure environments" then "Hands-on experience". We'll keep as separate bullet. Now Qualifications list from "Strong Candidates May Also Have": - Experience deploying AI/ML or GPU-intensive workloads into customer environments. - Experience with public sector, defense, financial services,