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Machine Learning Engineer

1 month ago

Bengaluru, Karnataka, India Vikgol Full time
Job Title: Machine Learning Engineer

About the Role:

Vikgol is seeking a highly skilled Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will be responsible for designing and developing systems that learn from data and improve over time without being explicitly programmed.

Key Responsibilities:

  • Design and implement machine learning models and algorithms.
  • Analyze large, complex datasets to extract meaningful insights.
  • Develop scalable machine learning pipelines and infrastructure.
  • Experiment with different models and tuning hyperparameters for optimal performance.
  • Implement feature engineering techniques and optimize data for training models.
  • Work with data engineers and data scientists to ensure smooth data flow.
  • Write and maintain production-level code for model deployment.
  • Collaborate with other teams to integrate models into products.
  • Stay up-to-date with the latest research and advancements in machine learning and AI.
  • Monitor and evaluate the performance of models in production, and continuously improve them.

Requirements:

  • Computer Vision Expertise
  • Ability to read and understand research papers
  • Strong programming skills
  • Experience with machine learning frameworks and libraries
  • 2-8 years of experience in machine learning and AI
  • Advanced degree in Computer Science, Electrical Engineering, or related field

Preferred Qualifications:

  • Geospatial expertise
  • Experience with 3D datasets and assets
  • 3D data analytics and modeling skills