Senior Machine Learning Engineer

7 days ago

Bengaluru, Karnataka, India Deepmatrix Full time ₹ 12,00,000 - ₹ 30,00,000 per year

About DeepMatrix
DeepMatrix is a cutting-edge technology company that is transforming the utilisation of geospatial data. With its cloud-native SaaS platform and AI-driven business model, the company offers comprehensive capabilities across the entire data life cycle, encompassing data ingestion through to advanced analytics. We are proud to be backed by reputed deeptech VCs, reinforcing our commitment to excellence and groundbreaking advancements in the industry.
Role Description This is a full-time on-site role for a Computer Vision Scientist. The Computer Vision Scientist will be responsible for developing and implementing computer vision algorithms, conducting research, analyzing data, and contributing to the development of our Remote Sensing Stack. The Computer Vision Scientist will collaborate with cross-functional teams to optimize the performance, improve image recognition capabilities, and enhance user experience.
Key Responsibilities:
  1. End-to-End ML Solutions: Take full ownership of developing end-to-end machine learning solutions within the geospatial domain, focusing on image data, point cloud data, geophysical data, geological data, and related datasets, within the GIS context and ensuring alignment with customer needs and company objectives.
  2. Technical Collaboration: Collaborate closely with development teams, translating geospatial requirements into technical specifications for seamless integration with the product.
  3. GIS Integration: Work collaboratively with GIS experts to integrate machine learning solutions into GIS systems, gradually gaining proficiency in GIS tools and libraries.
  4. Data Preprocessing: Develop and refine preprocessing pipelines for geospatial data, ensuring data quality and normalization.
  5. Collaboration and Knowledge Transfer: Collaborate with GIS and remote sensing experts, leveraging their knowledge and gradually acquiring expertise in the GIS domain.
  6. Continuous Learning: Stay updated on the latest advancements in machine learning and GIS technology, actively participating in training programs and self-directed learning.
  7. Documentation and Reporting: Document progress, methodologies, and outcomes for knowledge transfer and future reference.

Qualifications:-
  1. Strong background in Computer Science, Programming, and Software Development
  2. Demonstrated experience with research in image processing: cameras, geometry, calibration, 2D and 3D image reconstruction, stereo, structure from motion, Radiometry, filtering, motion estimation, and applications.
  3. Evidence of high quality research through papers on image processing in leading journals and conferences
  4. Knowledge of machine learning and deep learning frameworks
  5. Strong analytical and problem-solving skills
  6. Excellent written and verbal communication skills
  7. Ability to work collaboratively in a team environment
  8. Ph.D. or Master's degree in Computer Science or related field

If you are a seasoned machine learning engineer, passionate about pushing the boundaries of technology in the specified geospatial domains, we invite you to join our team at DeepMatrix. Apply now to be a key player in shaping the future of geospatial solutions
DeepMatrix is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. The position reports to the CTO of DeepMatrix. 

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