Data Scientist for Genomics Machine Learning

2 weeks ago

Singapore beBeeMachineLearning Full time $90,000 - $120,000
Machine Learning Engineer - Genomics Data Analysis

We are seeking a skilled machine learning engineer to develop and deploy AI models for genomics data analysis.

  • Develop and deploy AI models for genomics applications using Python and relevant libraries.
  • Design and implement data processing pipelines for large-scale genomics datasets.
  • Collaborate with cross-functional teams to integrate AI solutions into customer-facing applications.
Requirements:
  • 3+ years of experience in developing and deploying machine learning models.
  • Proficient in Python and relevant machine learning libraries (e.g., TensorFlow, PyTorch, scikit-learn).
  • Familiarity with data preprocessing and feature engineering techniques.
  • Experience with basic ML infrastructure (e.g., model deployment, model evaluation, optimization, data processing, debugging).
  • Familiarity with version control systems like Git.
Benefits:
  • Opportunity to work on complex, data-intensive challenges in the omics science domains.
  • Hands-on experience with modern AI technology and collaboration with multi-functional teams.
Preferred Qualifications:
  • Master's or Ph.D. 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.

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