India Health Link

Senior Machine Learning Engineer

Attibele, KA, IN

3 months ago
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Summary

Key Responsibilities

  • Lead the development and maintenance of high-performing, scalable, and reliable

platforms

  • Design and implement GenAI solutions, leverage ML infrastructure, and evaluate

tradeoffs between different techniques and their application domains.

  • Automate model training, evaluation, deployment, and monitoring using machine

learning pipelines, ensuring robust and efficient solutions.

  • Apply advanced quality engineering practices, conduct code reviews, and maintain

documentation to ensure efficient and testable solutions.

  • Enhance software delivery workflows to ensure seamless development cycles,

incorporating advanced debugging, triaging, and issue resolution.

  • Contribute to documentation, educational content, and user feedback integration to

improve product/program adaptability and usability.

Requirements

  • Bachelor’s degree or equivalent practical experience.
  • 5 years of experience with software development in one or more programming

languages, and with data structures/algorithms.

  • 3 years of full software development life cycle, including coding standards, code reviews,

source control management, build processes, testing, and operations experience.

  • 3 years of experience testing, maintaining, or launching software products, and 1 year of

experience with software design and architecture (design patterns, reliability and

scaling).

  • 3 years of experience with state of the art GenAI techniques (e.g., LLMs, Multi-Modal,

Large Vision Models) or with GenAI-related concepts (language modeling, computer

vision).

  • 3 years of experience with ML infrastructure (e.g., model deployment, model evaluation,

optimization, data processing, debugging).

  • Experience tackling challenges in production systems and optimizing for real-time

performance.

  • Strong problem-solving skills, especially in breaking down complex systems.
  • Demonstrated ability to work collaboratively in Agile environments with teams spread

across multiple locations.

Preferred Qualifications

  • Master's degree or PhD in Computer Science or related technical field.
  • 1 year of experience in a technical leadership role.
  • Experience developing accessible technologies.

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