Senior Machine Learning Engineer

1 month ago

India Programmers Full time
Job Title: Senior Deep Learning Engineer

We are seeking a highly skilled Senior Deep Learning Engineer to join our team at Programmers. As a key member of our engineering team, you will be responsible for developing and deploying cutting-edge machine learning models, with a focus on Computer Vision, NLP, and Graph Search.

Key Responsibilities:
  • Design and implement machine learning models for processing and analyzing Piping and Instrumentation Diagrams (P&ID).
  • Extract and analyze relationships between symbols and tags within P&ID diagrams.
  • Develop graph-based search algorithms to efficiently extract and analyze relationships between components in complex diagrams.
  • Implement Optical Character Recognition (OCR) solutions to extract textual data from engineering diagrams and documents.
  • Design and implement Generative AI models using Azure OpenAI to solve domain-specific problems.
  • Develop and refine prompt engineering techniques for various AI-driven applications.
  • Apply Retrieval-Augmented Generation (RAG) techniques to improve the performance and relevance of AI models in real-world scenarios.
Requirements:
  • Bachelor's or master's degree in computer science, Engineering, or a related field.
  • 5+ years of hands-on experience in machine learning, with a focus on Computer Vision and NLP.
  • Proven experience with P&ID diagram processing, including object detection, line detection, and flow direction identification.
  • Strong expertise in graph search algorithms and relationship extraction from complex diagrams.
  • Proficient in OCR technologies and their application in document processing.
  • Experience with Generative AI models and familiarity with Azure OpenAI services.
  • Demonstrated experience in prompt engineering and Retrieval-Augmented Generation (RAG) techniques.
  • Knowledge of recommendation systems and their applications in various domains.
Preferred Qualifications:
  • Experience in industrial or engineering environments, particularly in processing engineering diagrams.
  • Familiarity with cloud platforms, particularly Azure, and their AI/ML services.
  • Strong communication skills and ability to work in a collaborative, fast-paced environment.

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