Senior Data Scientist

Company:
Location: Singapore

*** Mention DataYoshi when applying ***

[CANDIDATES WHO REQUIRE WORK PASSES NEED NOT APPLY]


We are seeking a talented, passionate and energetic Senior Data Scientist in the healthcare domain for the client.

Responsibilities

  • Analyze business requirements and translate them into Artificial Intelligence (AI) problem statements.
  • Conduct research on applying state of the art AI techniques and tools on healthcare problems.
  • Integrate large data sets from diverse data sources in production-grade data pipelines.
  • Perform exploratory analysis to understand data patterns and identify suitable AI approaches.
  • Develop, tune, evaluate and test AI models that provide high levels of performance and scalability.
  • Implement end-to-end production-grade AI pipelines from data ingestion to the output of predictions, that are scalable, performant and fault-tolerant.
  • Deploy, monitor and upgrade AI models in production.
  • Collaborate with product owners, customers and subject matter experts in developing effective AI solutions for healthcare.

Requirements

  • Extensive experience in developing and deploying production-grade, large scale AI models and pipelines on distributed platforms.
  • Excellent understanding of AI concepts and techniques, including Machine Learning (ML), Statistics and Explainable AI.
  • Proficient in distributed data processing using PySpark and SQL.
  • Proficient in working with multiple ML libraries such as Scikit-Learn and Tensorflow.
  • Proficient in pipeline development and orchestration tools such as Azure Data Factory, Kubeflow Pipelines, or Airflow.
  • Strong understanding and experience in Agile software development, as applied to AI solutions.
  • Experience working with healthcare data and building effective AI solutions in healthcare.
  • Strong communication skills and teamwork.
  • Ability to work in a fast-paced, dynamic environment with multiple roles and responsibilities.
  • Bachelors or Masters degree in Computer Science or a related field.

Kindly forward your resume in Word format to resume(at)tekvillage.com


EA Licence No: 18C9120

EA Personnel Registration ID: R1764354

Note: Only shortlisted candidates will be notified.

*** Mention DataYoshi when applying ***

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