echoloc

OOCL Tech Stack

Global container shipping and logistics with ML/DevOps infrastructure modernization

Maritime Transportation Hong Kong 5,001–10,000 employees Founded 1969 Public Company

OOCL operates one of the world's largest containerized shipping networks across Asia, Europe, the Americas, Africa, and Australasia. The tech stack reveals active infrastructure transformation: Kubernetes (AKS, Rancher, Istio), cloud-native tooling (Docker, CI/CD), and ML/AI components (PyTorch, TensorFlow, LightGBM, Databricks, Milvus) alongside legacy database maintenance (Oracle, PostgreSQL, MySQL). Current projects center on generative AI agents, MLOps/LLMps tooling, and DevOps automation—indicating engineering investment in AI-driven operational tools and cloud reliability. Pain points cluster around cloud system scaling and legacy network modernization, suggesting a mid-stack migration rather than greenfield build.

Tech Stack 36 technologies

Core StackJava JavaScript Node.js Python Kubernetes Rancher Istio Scala Go pandas NumPy PyTorch TensorFlow PostgreSQL MySQL Databricks Docker MongoDB Ansible Oracle Database Jakarta EE JSON CSS Azure Kubernetes Service LightGBM SQL CI/CD Rundeck Milvus GraphDB+4 more

What OOCL Is Building

Challenges

  • Cloud system reliability
  • Ensuring data integrity across hr systems
  • Compliance with internal policies and external regulations
  • Implementing system upgrades and enhancements
  • Scaling cloud systems
  • Maintaining mission-critical databases
  • Optimizing database performance
  • Implementing disaster recovery
  • Maintaining legacy network infrastructure
  • Improving network performance

Active Projects

  • Generative ai development agents
  • Hr system rollout and testing
  • System upgrades and enhancements
  • Devops tools development
  • Monitoring solution
  • Cloud platform management solution
  • In-house mlops/llmops tool development
  • Production-grade inference services
  • Evaluation and monitoring practices
  • Devops automation initiatives

Hiring Activity

Accelerating10 roles · 9 in 30d

Department

Engineering
6
Data
2
Executive
1
Finance
1
HR
1
Support
1

Seniority

Mid
5
Senior
4
Junior
2
Intern
1
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About OOCL

OOCL is a publicly listed Hong Kong-based container shipping and integrated logistics company operating since 1969, with 5,001–10,000 employees. The company provides containerized ocean transportation, terminal operations, and supply-chain logistics across major global trade routes. Operations span Asia, Europe, the Americas, Africa, and Australasia. Internally, OOCL is undertaking significant platform engineering work: deploying Kubernetes infrastructure, rolling out HR system upgrades, and building in-house generative AI and MLOps tooling. The engineering and data hiring velocity is accelerating, with mid-to-senior roles concentrated in China.

HeadquartersHong Kong
Company Size5,001–10,000 employees
Founded1969
Hiring MarketsChina

Frequently Asked Questions

What tech stack does OOCL use?

Java, JavaScript, Python, Node.js, Kubernetes (AKS, Rancher, Istio), Docker, PostgreSQL, MySQL, Oracle, MongoDB, PyTorch, TensorFlow, Databricks, and Milvus for ML/data infrastructure.

What is OOCL working on?

Generative AI agents, MLOps/LLMOps tooling, cloud platform management, DevOps automation, HR system rollout, production-grade inference services, and monitoring solutions.

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