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Machine Learning/computer Vision Engineer - Python/tensorflow/opencv, Bangalore

Last update 2024-12-05
Expires 2025-01-05
ID #2467817568
Free
Machine Learning/computer Vision Engineer - Python/tensorflow/opencv, Bangalore
India, Karnataka, Bangalore,
Modified November 22, 2024

Description

About the Company : At Vikgol, we are at the forefront of leveraging cutting-edge geospatial data and computer vision technologies to drive innovation.

Our projects involve analyzing complex, multi-dimensional datasets to provide insights that can transform industries such as utilities, infrastructure, and the environment.

If you're a Computer Vision expert who is passionate about creating models from scratch and working with 3 D and exotic datasets, we want to hear from you Role Summary : We are seeking a Computer Vision Engineer with 2-5 years of experience to join our dynamic team.

The ideal candidate will have a strong background in computer vision, and working knowledge of geospatial data and 3 D modeling techniques.

Experience working with LIDAR datasets, temperature and depth sensors, or other non-standard data is a significant advantage.

You will contribute to the development of models and solutions that leverage 3 D data analytics, helping us solve real-world challenges in industries like energy, utilities, and infrastructure.

Key Responsibilities : - Develop, implement, and optimize computer vision models from scratch, tailored to complex 3 D and geospatial datasets.

- Work with LIDAR, temperature, depth, and other exotic sensor data for geospatial and environmental applications.

- Research and stay up-to-date with the latest advancements in computer vision, 3 D modeling, and geospatial data processing.

- Collaborate with cross-functional teams to integrate computer vision models with other analytics pipelines.

- Analyze large, multi-dimensional datasets to extract valuable insights and improve model performance.

- Contribute to the development of novel algorithms and techniques to address challenges specific to geospatial data and 3 D environments.

- Write and maintain clean, efficient, and well-documented code.

Qualifications : - 2-5 years of hands-on experience in computer vision, with expertise in model development and implementation.

- Strong background in working with 3 D datasets, including LIDAR and other sensor data (e.g., depth and temperature sensors).

- Proficiency in Python and relevant libraries such as Tensor Flow, Py Torch, Open CV, and similar frameworks.

- Experience with 3 D data analytics, geospatial modeling, and visualization tools.

- Familiarity with geospatial software, including tools like QGIS, GDAL, or equivalent.

- Strong knowledge of traditional computer vision tasks (object detection, segmentation, feature extraction) applied to geospatial and 3 D data.

- Experience in working with large-scale datasets and cloud-based environments for data processing.

- Solid understanding of mathematical concepts and techniques used in computer vision and 3 D modeling.

- Ability to read and comprehend complex research papers, apply findings, and contribute to academic or technical discussions.

Preferred Skills : - Experience in geospatial projects, particularly in industries like utilities, infrastructure, or environmental monitoring.

- Familiarity with AI applications in geospatial analytics or remote sensing.

- Experience with exotic datasets, including LIDAR, temperature, depth sensors, or point cloud data.

- Familiarity with working in Agile development environments.

- Background in contributing to open-source CV projects or academic publications is a plus.

(ref:hirist.tech)

Job details:

Job type: Full time
Contract type: Permanent
Salary type: Monthly
Occupation: Machine learning/computer vision engineer - python/tensorflow/opencv

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