Machine Learning Solutions Architect

2 weeks ago


Bengaluru, Karnataka, India Sykatiya Technologies Pvt Ltd Full time
Machine Learning Solutions Architect Job Summary

Sykatia Technologies Pvt Ltd is seeking a highly skilled Machine Learning Solutions Architect to join our team. As a key member of our AI team, you will research and develop commercial AI log detectors/analyzers to identify abnormal patterns in production logs, learn and customize existing AI/ML models to fit our use case, optimize and enhance models for improved performance and accuracy, evaluate and validate model performance using appropriate metrics and validation techniques, and collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows.

Responsibilities:

  • Research and develop commercial AI log detectors/analyzers to identify abnormal patterns in production logs
  • Learn and customize existing AI/ML models to fit our use case
  • Optimize and enhance models for improved performance and accuracy
  • Evaluate and validate model performance using appropriate metrics and validation techniques
  • Collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows

Requirements:

  • 10+ years of experience in software development with a focus on AI/ML
  • Bachelor's, Master's, or PhD degree in Computer Science or a related field
  • Proficiency in English communication, both written and verbal
  • Proficiency in coding in one or more of the following languages: Python, Golang, C++, Java
  • Experience with ML frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
  • Experience with data preprocessing techniques and tools

Salary Range: $130,000 - $180,000 per annum

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