Data Scientist Ii

3 months ago

Bengaluru Karnataka, India EagleView Full time

About Us:
Mixing technology, data, and first-in-class innovation, EagleView® is not only leading the property data analytics market, but also changing lives along the way. Come join us and make great things happen

EagleView is a fast-growing technology company driving game-changing innovation in multibillion-dollar markets such as property insurance, energy, construction, and government. Leveraging 20 years of the most advanced aerial imaging technology in the world, along with the most recent advances in machine learning and AI, EagleView is fundamentally transforming how our customers do business.

Overview:
**We are seeking a highly skilled Data Scientist II to join our cutting-edge team specializing in aerial imagery. You will be at the forefront of research and development, leveraging your expertise in machine learning, deep learning, and computer vision to unlock valuable insights from aerial data. Your work will directly contribute to the development of innovative products and solutions.**:
**This is an excellent opportunity to grow with a forward-thinking team at the cutting edge of machine learning technology. If you are passionate about pushing the boundaries of machine learning operations and thrive in a fast-paced, collaborative environment, we would love to hear from you.**: Responsibilities:
**Functional**:

- ** Research and Development**: Lead research initiatives in machine learning, deep learning, and computer vision to advance our aerial imagery analysis capabilities.
- ** Algorithm Development**: Design, implement, and optimize algorithms for object detection, image segmentation, classification, and other relevant tasks.
- ** Data Analysis**: Extract meaningful insights from large-scale aerial datasets to drive decision-making and product development.
- ** Model Development and Deployment**: Build, train, and deploy machine learning models that can accurately and efficiently process aerial imagery.
- ** Performance Optimization**: Continuously refine models and algorithms to improve accuracy, speed, and scalability.
- ** Technical Documentation**: Maintain clear and comprehensive documentation of your work to facilitate knowledge sharing and collaboration.

Qualifications:
**Functional**:

- ** Education**: Bachelor’s or Master's degree in Computer Science, Mathematics, Statistics, or a related field.
- ** Experience**: 4+ years of hands-on experience in data science, with a strong focus on machine learning, deep learning, and computer vision.
- ** Programming**: Proficiency in Python and experience with relevant libraries (e.g., TensorFlow, PyTorch, OpenCV).
- ** Algorithms**: Deep understanding of machine learning algorithms and techniques (e.g., CNNs, RNNs, GANs, clustering, decision trees).
- ** Image Processing**: Familiarity with image processing techniques and tools for aerial imagery analysis.
- ** Data Manipulation**: Strong skills in data manipulation, cleaning, and feature engineering.
- ** Problem-Solving**: Excellent analytical and problem-solving skills with the ability to tackle complex challenges.
- ** Communication**: Effective communication skills to collaborate with diverse teams and present your work clearly.
- ** Domain Knowledge**: Familiarity with remote sensing, geospatial data, and aerial imagery concepts is a plus.

**Bonus Points**:

- ** Publications**: Publications in top-tier conferences or journals related to machine learning, deep learning, or computer vision.
- ** Open Source Contributions**: Contributions to open-source projects in relevant fields.
- ** Geospatial Libraries**: Experience with geospatial libraries (e.g., GDAL, Shapely).

**Leadership**:

- Excellent communication in English, collaboration, reporting, analytical and problem-solving skills
- Collaborative working style with a primary focus on the delivery of outcomes.
- An ability to advocate for customer-driven evolution

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