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Orient Overseas Container Line

Technical Analyst, Data Science Engineering

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Responsibilities

  • Collaborate with Data Scientists, Data Engineers, and Product Teams to operationalize AI models and deliver insights.

  • Customize and maintain MLOps / LLMOps platforms

  • Conduct product evaluations to support Generative AI tracing, evaluation, and testing.

  • Automate model training, testing, and deployment using commercial or open-source tools.

  • Research and implement best practices to enhance existing machine learning infrastructure.

  • Optimize solutions for performance and scalability.


Requirements

  • Bachelor’s degree in computer science or a related field, or equivalent practical experience.

  • Proficient in scripting and programming with at least one object-oriented language, e.g., Python, Java, Scala, GoLang.

  • Familiarity with machine learning fundamentals and libraries, e.g., pandas, NumPy, SciPy, PyTorch, TensorFlow, LightGBM.

  • Experience with SQL and RDBMS (e.g., MySQL, Oracle, PostgreSQL), Azure Databricks.

  • Understanding of application container concepts, e.g., Docker, Kubernetes.

  • Strong grasp of computer science fundamentals, including data structures, algorithms, complexity, and computer architecture.

  • Familiarity with Linux systems and command-line interfaces, e.g., bash.

  • Passion for solving software engineering challenges.

  • Excellent collaboration and communication skills.

  • Self-motivated learner with the ability to quickly adapt to new technologies and tools.

  • Focus on achieving business outcomes.


Skills

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See also

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