![KaleidEO](https://media.trabajo.org/img/noimg.jpg)
Machine Learning Researcher
3 weeks ago
About KaleidEO
KaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture the logical pipeline that delivers the best geospatial images and products. SatSure is a deep tech, decision Intelligence company that works primarily at the nexus of agriculture, infrastructure, and climate action creating an impact for the other millions, focusing on the developing world. We want to make insights from earth observation data accessible to all. The synergy of KaleidEO and SatSure aims to bring a new dimension to the earth observation industry by being the only full-stack company from India, to have satellites in space to deliver insights on the ground. If you are interested in working in a space tech analytics domain driven by cutting-edge technology on the edge as well as on the ground for solving complex data problems using Multi-Sensor Earth Observation data you will have the freedom to work on innovative ideas and be creative with no hierarchies, KaleidEO us the place for you.
Role
- Implementing deep-learning models and/or frameworks that can be used in scene/semantic/panoptic segmentation, object classification, and synthetic data generation using High-Resolution Earth Observation Data.
- Design and implement performance evaluation frameworks for incremental and step-function improvements.
- Exploring and developing new methods for improving detection/classification performance.
- Building model monitoring and active learning pipelines to address the target and data shifts happening in the domain.
- Building models to solve open research problems on complex image preprocessing, computer vision, object identification, segmentation, change monitoring, multi-source data fusion, etc. from High-Resolution Earth Observation data sources.
- Define and implement performance metrics for the research problems and be very methodical / organized with experiment management and performance evaluations.
Requirements
Experience:
- 4-5 years of experience in machine learning-based data product research and development in addition to a relevant educational background in the field of Computer Science, Mathematics, Engineering, or Machine Learning.
- Experience with tools/frameworks from theoretical and practical aspects of computer science and ML/DL. This includes calculus, probability, statistics, learning theory, etc.
- Prior experience and core foundational knowledge on working with statistical modeling techniques and deep learning fundamentals, such as CNN, RNN, Transformers, GANs, etc. including sequence networks eg LSTMs
- Proficiency in Python or C++, with hands-on experience in using ML frameworks such as Tensorflow/Pytorch, Pytorch Lightning, MxNet, etc
- Ability to design, develop, and optimize for machine learning/ deep learning models.
- Knowledge of the application of ML for earth observation data is good to have.
- Appetite for research and implementing innovative solutions for complex problem
Competencies:
- A proven ability to learn new tools and technologies quickly.
- Ability to develop novel solutions rather than look for readily available options.
- An ability to translate complex topics and tools into easy-to-understand concepts in order to explain the impact of developed models to stakeholders and peers.
- Excellent debugging and critical thinking skills.
- Excellent analytical and problem-solving skills.
- Ability to work in a fast-paced, team-based environment.
Educational Qualifications:
- Master’s degree or PhD in Engineering, Statistics, Mathematics or Computer Science, Machine Learning / Deep Learning domains
Benefits
- Medical Health Cover for you and your family including unlimited online doctor consultations.
- Access to mental health experts for you and your family.
- Dedicated allowances for learning and skill development.
- Comprehensive leave policy with casual leaves, paid leaves, marriage leaves, bereavement leaves.
- Twice a year appraisal.
-
Machine Learning Researcher
6 days ago
Bengaluru, Karnataka, India KaleidEO Full timeSeeking for a passionate Machine Learning researcher to leverage deep learning for analyzing high-resolution Earth observation data and tackle critical challenges in our field.About Kaleid EOKaleid EO, a subsidiary of Sat Sure, is investing in launching its own fleet of earth observation satellites.We are seeking an Image Processing wizard to own and nurture...
-
Machine Learning Researcher
6 days ago
Bengaluru, Karnataka, India KaleidEO Full timeSeeking for a passionate Machine Learning researcher to leverage deep learning for analyzing high-resolution Earth observation data and tackle critical challenges in our field.About KaleidEOKaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture...
-
Machine Learning Researcher
6 days ago
Bengaluru, Karnataka, India KaleidEO Full timeSeeking for a passionate Machine Learning researcher to leverage deep learning for analyzing high-resolution Earth observation data and tackle critical challenges in our field.About KaleidEO KaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture...
-
Machine Learning Researcher
6 days ago
Bengaluru, Karnataka, India KaleidEO Full timeAbout KaleidEOKaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are looking for an Image Processing expert to manage and enhance the logical pipeline to provide top-quality geospatial images and products.SatSure is a cutting-edge, decision intelligence company that operates at the intersection of...
-
Machine Learning Researcher
7 days ago
Bengaluru, India KaleidEO Full timeSeeking for a passionate Machine Learning researcher to leverage deep learning for analyzing high-resolution Earth observation data and tackle critical challenges in our field.About KaleidEO KaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture...
-
Machine Learning Researcher
2 months ago
Bengaluru, Karnataka, India SatSure Analytics India Full time**About KaleidEO** KaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture the logical pipeline that delivers the best geospatial images and products. SatSure is a deep tech, decision Intelligence company that works primarily at the nexus of...
-
Machine Learning Researcher
6 days ago
Bengaluru, Karnataka, India SatSure Analytics India Full timeAbout KaleidEOKaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture the logical pipeline that delivers the best geospatial images and products. SatSure is a deep tech, decision Intelligence company that works primarily at the nexus of...
-
Machine Learning Researcher
3 weeks ago
Bengaluru, India KaleidEO Full timeAbout KaleidEO KaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture the logical pipeline that delivers the best geospatial images and products. SatSure is a deep tech, decision Intelligence company that works primarily at the nexus of...
-
Machine Learning Researcher
3 weeks ago
Bengaluru, India KaleidEO Full timeAbout KaleidEOKaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture the logical pipeline that delivers the best geospatial images and products. SatSure is a deep tech, decision Intelligence company that works primarily at the nexus of...
-
Machine Learning Researcher
3 weeks ago
Bengaluru, India KaleidEO Full timeAbout KaleidEOKaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are seeking an Image Processing wizard to own and nurture the logical pipeline that delivers the best geospatial images and products. SatSure is a deep tech, decision Intelligence company that works primarily at the nexus of...
-
Machine Learning Researcher
5 days ago
Bengaluru, Karnataka, India KaleidEO Full timeAbout KaleidEOKaleidEO, a subsidiary of SatSure, is investing in launching its own fleet of earth observation satellites. We are looking for an Image Processing expert to manage and enhance the logical pipeline that provides top-quality geospatial images and products. SatSure is a tech-driven company that focuses on agriculture, infrastructure, and climate...
-
Machine Learning Researcher
4 weeks ago
Bengaluru, India Yellow.ai Full timeHeadquartered in San Mateo, Yellow.ai is a global leader in Conversational AI, delivering autonomous, human-like experiences for customers and employees to accelerate enterprise growth. We believe that memorable conversations are at the heart of every meaningful brand engagement. Over 1100 enterprises, including Sony, Domino's, Hyundai, Sephora, Waste...
-
Machine Learning Researcher
6 days ago
Bengaluru, Karnataka, India Yellow Full timeHeadquartered in San Mateo, is a global leader in Conversational AI, delivering autonomous, human-like experiences for customers and employees to accelerate enterprise growth. We believe that memorable conversations are at the heart of every meaningful brand engagement. Over 1100 enterprises, including Sony, Domino's, Hyundai, Sephora, Waste Connections,...
-
Machine Learning
6 days ago
Bengaluru, Karnataka, India Trueblue HR Consultants Full timeAbout the job : Designation : Sr Machine Learning and Python Expert-AI : Sr Machine Learning and Python Expert are responsible for delivering high quality modern data solutions through collaboration with our team and our customers. Projects may range from short term client assessments through multiyear delivery engagements with large, blended teams. ...
-
Research Scientist
2 months ago
Bengaluru, India Career Makers Full timeJob Functions:- Develop rich models for specific tasks of NLP by collecting, curating, coordinating annotations of NL texts, training and adapting machine learning models- Tune models through feature engineering to optimize model performance by combining rules and machine learning techniques - Experience with application of ML tools for NL problems- ...
-
Research Scientist
3 weeks ago
Bengaluru, India Career Makers Full timeJob Functions:- Develop rich models for specific tasks of NLP by collecting, curating, coordinating annotations of NL texts, training and adapting machine learning models- Tune models through feature engineering to optimize model performance by combining rules and machine learning techniques - Experience with application of ML tools for NL problems- ...
-
Machine Learning Engineer
2 weeks ago
Bengaluru, India Overture Rede Private Limited Full timeDesignation: AI ML EngineerJob Location: Amantya Bangalore OfficePosition: 1Experience: 8-10 yearsResponsibilities:1. Design and develop machine learning models for disease detection using ophthalmology images, including Fundus images and OCT.2. Extract features and preprocess the ophthalmology images to optimize the performance of the machine learning...
-
Machine Learning Engineer
2 months ago
Bengaluru, India Overture Rede Private Limited Full timeDesignation: AI ML EngineerJob Location: Amantya Bangalore OfficePosition: 1Experience: 8-10 yearsResponsibilities:1. Design and develop machine learning models for disease detection using ophthalmology images, including Fundus images and OCT.2. Extract features and preprocess the ophthalmology images to optimize the performance of the machine learning...
-
Machine Learning
6 days ago
Bengaluru, Karnataka, India Wayfair Full timeWho We AreWayfair is moving the world so that anyone can live in a home they love – a journey enabled by more than 3,000 Wayfair engineers and a data-centric culture. The Search, Marketing, and Recommendations technology science team (SMART) builds and owns all the Machine learning (ML) products that power all search, marketing, and recommendations...
-
Machine Learning Engineer
1 day ago
Bengaluru, India Scrut Automation Full timeJob Title: Machine Learning EngineerLocation: RemoteAbout the Role:We are looking for a talented and experienced Machine Learning Engineer to join our team. The ideal candidate will possess a solid background in machine learning, natural language processing (NLP), and software engineering.Responsibilities:Design, Develop, and Implement:Create robust systems...