Twelve Labs

Procurement

• ML 엔지니어, ML 리서치 엔지니어, 리서치 사이언티스트 포지션을 중심으로 적극적인 소싱 전략을 수립하고 실행
• 한국 ML/AI 인재 풀에 대한 다이나믹한 Talent Map을 구축하고 지속적으로 업데이트
• 리서치 디너, 테크톡, 컨퍼런스, 해커톤 등 ML/AI 커뮤니티 활동을 기획하고 실행
• 내부 CRM 시스템에 고품질의 후보자 파이프라인을 구축하고 관리

Talent Sourcing Specialist – 1-Year Contract

Machine Learning Engineer

• Optimize TwelveLabs' video foundation models for deployment on model inference platforms across public clouds (AWS, Azure, GCP, OCI) and data platforms (Databricks, Snowflake)
• Conduct experiments to benchmark and optimize model performance across inference stacks — measuring latency, throughput, and cost across different accelerator and serving configurations
• Collaborate with platform partner engineering teams as a peer to resolve inference-level technical challenges and inform how their infrastructure evolves to support multimodal workloads
• Work closely with TwelveLabs' core ML research team to ensure model architecture decisions account for multi-platform deployment requirements

Machine Learning Engineer, Platform Integrations

Infrastructure Engineer

• 글로벌 기업 고객을 위한 멀티테넌트 아키텍처 설계 및 운영
• Terraform을 통한 자동화와 확장성 높은 CI/CD 파이프라인 개발
• AWS, GCP, Azure 등 다양한 클라우드 환경과 온프레미스를 아우르는 유연한 인프라 구축
• 고도화된 모니터링·보안 체계를 통해 안전하면서도 효율적인 클라우드 인프라 최적화
• 새로운 영상 AI 모델과 서비스를 가장 빠르게 지원하기 위한 확장 가능한 아키텍처 설계
• PM, 엔지니어, 리서치와 협업하여 AI 제품을 현실로 구현

Senior Infrastructure Engineer

Research Scientist

• Adapt TwelveLabs' video understanding and multimodal models for government-specific use cases (defense, intelligence analysis, federal records management)
• Run training and fine-tuning experiments on cutting edge GPU infrastructure
• Develop supervised fine-tuning pipelines tailored to government-specific datasets and annotation workflows
• Design rigorous evaluation frameworks, including domain-specific benchmarks and operational performance metrics, that are tailored to public sector requirements
• Work closely with Solutions Engineering and the engineering team to translate customer requirements into technical implementations

Research Scientist – Public Sector

Solutions Engineer

• Embed directly with federal, state, and local government customers to understand their video analysis workflows, pain points, and operational requirements
• Design and implement video understanding solutions using TwelveLabs' platform (semantic search, scene detection, object tracking, activity recognition, summarization) on government networks
• Deploy our multimodal AI models in AWS GovCloud, Azure Government, FedRAMP environments, classified networks, and on-premises secure facilities
• Build custom pipelines integrating TwelveLabs APIs with government systems like Palantir Foundry, Salesforce, SharePoint, and agency-specific platforms
• Serve as the primary technical point of contact for your assigned customers—you own their success
• Rapidly prototype solutions using real customer data and operational requirements
• Translate mission needs into technical implementations, whether that's building video search interfaces, automated monitoring workflows, or content analysis systems
• Troubleshoot complex production issues in secure environments and maintain high system availability
• Manage engagement post deployment in air-gapped networks, classified systems, and secure facilities
• Prepare and deliver security documentation for ATOs (Authority to Operate), CTFs (Certification to Field), and RMF compliance
• Work within NIST, FedRAMP, FISMA, and federal security frameworks
• Interface with government security teams, ISSOs, and AOs to ensure compliant deployments
• Bring field learnings back to product and engineering teams to shape the roadmap
• Identify patterns across customer deployments that can be productized into platform features
• Contribute to internal tooling, deployment automation, and reference architectures
• Collaborate with ML engineers to optimize model performance for government use cases
• Build trusted relationships with government program managers, technical leaders, and end users
• Present technical solutions to senior government leadership and agency stakeholders
• Understand customer missions deeply enough to propose solutions they didn't know were possible
• Represent TwelveLabs at government conferences, industry days, and agency briefings

Staff Solutions Engineer, Public Sector

Backend Engineer

• Design and build backend services for video processing workflows — ingestion, transcoding, 4K export, metadata extraction, and timeline operations
• Architect scalable, high-availability systems to support enterprise-grade video workloads across cloud-native infrastructure (AWS, GCP)
• Build and optimize APIs that power real-time and async frontend workflows, including streaming data delivery and long-running job orchestration
• Own performance and reliability for distributed video processing pipelines with low latency and high throughput requirements
• Collaborate closely with frontend engineers on API design, data models, and streaming strategies
• Integrate and run inference on computer vision models for tasks like video resizing, scene detection, automatic audio noise cleaning, and visual analysis
• Deploy and serve ML models on cloud-based or cloud-native platforms — evaluate build-vs-buy for model serving and SaaS alternatives
• Work with the research team to productionize model outputs into reliable, scalable backend services
• Build pipelines that bridge TwelveLabs’ foundation models with third-party CV models to power intelligent video workflows

Staff Backend Software Engineer

Senior Backend Software Engineer

Product Designer

• Help define the design language and interaction model across every TwelveLabs product surface: applications, platform, APIs, brand, launch materials
• Invent interaction and design patterns for a new paradigms across all scales from single frames to entire video corpuses
• Prototype relentlessly. Test with developers in production, and enterprise teams working across millions of hours of footage
• Build the design system by shipping

Staff Product Designer

Security Engineer

• Partner with the lead security engineer to identify risk, build controls, and drive security initiatives across the organization
• Perform security assessments, penetration testing, and code reviews to find and remediate vulnerabilities across our applications and infrastructure
• Integrate security tooling and controls into CI/CD pipelines and software development workflows, shifting security left without slowing teams down
• Help design and enforce cloud security architecture across our AWS environment, including IAM, WAF, network segmentation, encryption, and runtime threat detection
• Develop and continuously improve security monitoring, logging, and alerting capabilities to support incident detection and response
• Participate in the security on-call rotation and assist with incident response and investigation as needed
• Contribute to compliance efforts across SOC 2, GDPR, CMMC/NIST, etc., including audit support and policy development
• Help secure AI/ML pipelines, model training infrastructure, and model artifacts including weights and deployment code
• Build and maintain internal security tooling and automation to scale our program without scaling headcount
• Partner with engineering, infrastructure, and IT to embed security practices directly into development and delivery workflows

Staff Security Engineer

Full-stack Engineer

• Drive the development of TwelveLabs' video agent platform
• Own the end-to-end delivery of flagship end-user applications — from concept through launch and iteration
• Drive fast, predictable release cycles
• Build, lead, and grow your teams
• Stay hands-on where it matters most: architectural decisions, critical-path code reviews
• Collaborate deeply with Product, Design, and Research to define product direction

Director of Product Engineering

Marketing

• Design and produce display ads, social tiles, banners, and paid media creative for demand generation campaigns, including rapid iteration and A/B variants
• Create and maintain sales enablement materials: pitch decks, one-pagers, competitive battle cards, and case study layouts
• Design product marketing assets: launch graphics, feature announcement visuals, blog thumbnails, newsletter templates, and event collateral
• Produce short-form video and motion graphics for social, product demos, and campaign creative
• Build and maintain a library of reusable marketing templates in Figma that empower non-designers to self-serve for routine assets
• Partner with the Brand Designer to ensure all marketing output stays on-brand while adapting to channel-specific requirements
• Support event and conference design needs, booth graphics, signage, swag, and digital assets for shows like NAB, IBC, and developer conferences
• Contribute to the evolution of our visual identity as we scale, bringing ideas for how marketing creative can differentiate TwelveLabs

Senior Marketing Designer

• Partner with enterprise customers to understand business goals and technical requirements, translating them into scalable video AI architectures.
• Own technical relationships from discovery through production deployment, ensuring successful integrations and adoption.
• Design and deliver impactful POCs and reference architectures demonstrating the value of multimodal foundation models.
• Provide architectural guidance on API integrations across cloud-native and enterprise environments.
• Serve as the primary technical point of contact for architecture, performance, and security discussions.
• Collaborate with Sales, Product, and Engineering to relay customer feedback and influence roadmap priorities.
• Deliver technical demos, workshops, and enablement sessions across the APAC region.