Machine Learning and Computer Vision Specialist
2 weeks ago
Job Title: Machine Learning and Computer Vision Specialist
Job Summary:
Vikgol is seeking a highly skilled Machine Learning and Computer Vision Specialist to join our team. As a key member of our engineering team, 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 (software engineers, product managers, etc.) to integrate models into products.
- Keep 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 Expert
- Read research papers
- Geeky
- Creates models from scratch
- 2-8 years of experience in this field
- CV person (should be an expert into it)
- Ideal : Geospatial folks are a huge plus
- Worked on 3D datasets/assets is a plus
- 3D data analytics + modelling or exotic datasets is a plus.
- Eg : LIDAR datasets, temp & depth sensors etc.
- A degree in Computer Science, Electrical Engineering, or related fields, with advanced degrees (Master's, Ph.D.)
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