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Machine Learning Engineer Full-time

at ChampSoft in Colombo, published on 30 Jan. 2025

We are Hiring a Machine Learning Engineer

Are you looking to be a part of a world-class organization?

ChampSoft Sri Lanka / India is a U.S.A.-based Software Development Company and has vacancies for talented and exceptional individuals to join our Team.

Key Responsibilities:

  • Design, develop, and deploy machine learning models for OCR and NLU tasks related to medical documents.
  • Build predictive models using patient history data, with a focus on improving healthcare outcomes.
  • Work with large language models and vector databases to enhance our natural language understanding capabilities.
  • Process and analyze text and time series data, deriving insights that drive decision-making.
  • Develop and optimize data pipelines for handling complex PDFs with both tabular and text data.
  • Collaborate with cross-functional teams to integrate machine learning models into production systems on AWS.
  • Continuously explore new machine learning technologies and methodologies to improve our solutions.

Qualifications:

  • Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.
  • Minimum of 2 years of experience in machine learning, with a strong background in NLP, NLU and OCR.
  • Proficiency in Python and experience with machine learning frameworks such as TensorFlow, PyTorch, or similar.
  • Familiarity with large language models, vector databases, and Langchain.
  • Experience working with text and time series data, particularly in the healthcare domain.
  • Strong problem-solving skills and the ability to work independently as well as in a team.
  • Excellent communication skills and the ability to translate complex technical concepts to non-technical stakeholders.
  • (Bonus Qualifications) Experience with AWS cloud services, including but not limited to S3, Lambda, EC2 or GCP or Azure Equivalent

Preferred Skills:

  • Experience with programmatically handling PDFs of varying structures and content types.
  • Knowledge of the latest trends and tools in machine learning and data science.
  • Prior experience in the healthcare industry is a plus.

If you think you would fit the below profile, please send your CVs via careers@champsoft.com within 15 days of this advertisement, and please quote the Position in the subject field.



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