Machine Learning Engineer
Job Location: Hyderabad
Type: Full - Time
Job Overview
We are seeking a highly skilled and innovative Machine Learning Engineer to join our team, specializing in the
development of AI models for analytics on satellite images. In this role, you'll get to be part of an R&D team
working on applying state of the art Computer Vision and AI techniques on Satellite data.
Key Responsibilities
- Contribute across different stages of deep learning model development including data collection, data
cleaning, model development, validation and deployment.
- Develop AI/ML models for a wide variety of tasks spanning object detection, segmentation, tracking, image
enhancements and so on.
- Continuously improve the quality and performance of existing deep learning models by applying latest
research in the field.
- Continuously monitor and fine-tune AI models to adapt to changing conditions and improve their accuracy
and efficiency.
- Stay up-to-date with the latest advancements in AI, edge computing, and space technology to drive
innovation in the field.
- Create and maintain documentation related to the ongoing/developed processes and applications.
Qualification
- Professional Experience: 1+ years in the field of Machine Learning.
- Good understanding in developing models with different architectural complexities like layer architecture,
depth, convolution operations, connections etc. Should have good understanding of optimization techniques
and hardware consideration.
- Knowledge in areas like image classification, object detection and instance segmentation. Understanding of
deep learning fundamentals including network architectures, training artefacts, overfitting and
regularisation in neural networks, batch normalisation and so on.
- Proficiency in python, numpy and opencv.
- Proficient in deep learning frameworks e.g. PyTorch or Tensorflow. Familiarity contributing and maintaining
code in github.
- Bachelor's or Master's degree in Computer Science, Machine Learning, or a related field and should have
taken a ML course in Bachelor’s or Master’s Degree or should have a certification from a reputed institute.
- Strong problem-solving and debugging skills. Excellent communication and teamwork abilities.
- Understanding of SQL and docker technology is a bonus.
- Basic understanding of Image Processing and basic understanding of Remote Sensing is a plus.
