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Urgent! Staff Engineer, AI/ML Algorithms Operations Job Opening In Singapore, Singapore – Now Hiring Thermo Fisher Scientific

Staff Engineer, AI/ML Algorithms Operations



Job description

  • Design and develop robust deep learning models for use in genomics, image processing, time-series analysis and genomics-adjacent applications.
  • Develop and implement data processing pipelines for large-scale genomics datasets (, sequencing data, variant calling data, gene expression data).
  • Optimize model performance for real-world scenarios, considering factors like data variability, noise, and computational efficiency.
  • Collaborate with multi-functional teams to deploy scalable AI solutions and integrate AI models into customer-facing applications.
  • Implement automated testing and monitoring systems to assess model quality and performance.
  • Deploy and maintain ML models in production environments, ensuring scalability and reliability.
  • Present technical findings and progress updates to team members and partners.

  • Education


    BS in Computer Sciences, Mathematics, Statistics or a related field; a Master’s degree is highly preferred 

    Required Qualifications

  • 3+ years of experience in developing and deploying machine learning models.
  • Proficient in Python and relevant machine learning libraries (, TensorFlow, PyTorch, scikit-learn).
  • Familiarity with data preprocessing and feature engineering techniques.
  • Experience with basic ML infrastructure (, model deployment, model evaluation, optimization, data processing, debugging).
  • Familiarity with version control systems like Git.
  • Desired Qualifications

  • Master's or in a relevant field.
  • 5+ years of experience in developing and deploying machine learning models for genomics data analysis.
  • Experience with containerization and orchestration tools (Docker, Kubernetes).
  • Expert in Python.

    Experience with C++/ Java is a plus.
  • Experience with MLOps practices and tools.
  • Knowledge of LLMs, LangChain, LlamaIndex, and RAG frameworks.

  • Required Skill Profession

    Computer Occupations



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      • 7. Obeying Singapore laws and regulations
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      Thermo Fisher Scientific interview tips for Staff Engineer, AI/ML Algorithms Operations

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