AI Engineer

2 weeks ago


Houston, Texas, United States Altea Healthcare Full time

Machine Learning Engineer/Scientist - Text to SQL Applications

At ALTEA Healthcare, we are pioneering advancements in outpatient and post-acute care delivery. We are seeking a skilled Machine Learning Engineer/Scientist with expertise in Large Language Models (LLMs) and SQL to contribute to our innovative projects. As a crucial member of our AI division, you will be instrumental in the design and execution of Generative AI applications aimed at improving the quality of care for patients in post-acute settings.

Key Responsibilities:

  • Design and implement a system that translates natural language inquiries into structured SQL queries for effective database interactions.
  • Leverage language models to accurately interpret and convert user queries into SQL commands.
  • Develop a summarization tool for SQL tables, transforming complex data into accessible insights.
  • Support the creation of a robust system capable of efficiently handling a high volume of queries.
  • Enhance SQL query performance through optimization techniques.
  • Establish evaluation metrics to assess system accuracy, fairness, and scalability.
  • Maintain comprehensive documentation of system architecture and design choices for ongoing development.

Qualifications:

  • A Bachelor's or Master's degree in Computer Science, Machine Learning, or a related discipline.
  • At least 2 years of hands-on experience with Pytorch/TensorFlow, NLP libraries, and SQL development.
  • A minimum of 3 years of involvement in Text-to-SQL initiatives.
  • Knowledge of machine learning pipelines and SQL optimization strategies.
  • Experience with relational databases and cloud-based data warehousing solutions.
  • Familiarity with Electronic Health Records (EHR) is a plus.

Employment Type: Full-time

Work Arrangement: Hybrid model with flexible remote options for qualified candidates.

Benefits Offered:

  • 401(k) plan
  • Comprehensive Dental, Health, and Vision insurance

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