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Kompas Gramedia

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Machine Learning Engineer | Tribun Network | SuperApps

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Job Description

Job Description :

  • Research, implement, and validate state-of-the-art algorithms, particularly in Personalization, NLP, and Generative AI, using A/B testing and other rigorous methods.
  • Develop predictive models and AI-driven products to optimize data insights, ad targeting, recommendation, content assistance, and overall business support.
  • Work extensively with large-scale datasets to develop and enhance data-driven applications and media offerings.
  • Drive innovation by identifying and crafting new AI-powered opportunities and products tailored to Tribun’s evolving business needs.
Minimum Qualifications

Minimum Requirements

  • 2+ years of hands-on ML engineering / AI Engineer experience, including feature engineering, model building, data processing, and statistical analysis.
  • BS/MS in Computer Science, Mathematics, or a related field, or equivalent practical experience.
  • Solid software engineering (Python, Java, etc) with experience in building and implementing robust code.
  • Proficiency core data structures , and at least one major ML framework (e.g., TensorFlow, PyTorch, etc).
  • Experience in large-scale data queries to transform for both structured and unstructured data.
  • Proven experience developing and deploying user personalization systems or other Inference engines in a production environment.

Preferred Requirements

  • Deep understanding and practical application of embedding techniques, various retrieval algorithms, and data modeling for vector databases.
  • Experience working directly with NLP and Generative AI frameworks (e.g., Bedrock, LangChain, or LlamaIndex).
  • Proficiency with cloud platforms (AWS is highly preferred, GCP is a plus).
  • Hands-on experience with containerization technologies (Docker, Kubernetes) for deploying and scaling applications.
  • Hands-on MLOps, including model serving, robust monitoring strategies, automated model refresh management, and CI/CD for ML.

Skills

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