▷ [16/05/2024] Machine Learning Researcher

4 weeks ago

Bengaluru, India KaleidEO 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 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

Why Us?

- Opportunity to work on a unique and futuristic technology setup- Flat organizational structure and accessibility- Best-in-class leave policy- Additional allowances for learning, skill development, broadband, medical insurance cover, etc.

  • Machine Learning

    2 months ago

    Bengaluru, Karnataka, India Sanfoundry Full time

    Job Code: Machine-Learning-24028 Location: Bengaluru Experience: Unspecified Date Posted: 2024-01-31 Valid Through: 2024-02-25 - Experience as a Machine Learning Engineer - Understanding of data structures, data modelling and software architecture - Familiarity with machine learning frameworks and libraries - Developing Client algorithms to analyze huge...

  • Machine Learning Researcher

    1 month 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

    2 weeks ago

    Bengaluru, India KaleidEO Full time

    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 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

    2 weeks ago

    Bengaluru, India KaleidEO Full time

    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 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

    2 weeks ago

    Bengaluru, India KaleidEO Full time

    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 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

    2 weeks ago

    Bengaluru, India KaleidEO Full time

    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 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

    2 weeks ago

    Bengaluru, India KaleidEO 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

    2 weeks ago

    Bengaluru, India Yellow.ai Full time

    Headquartered 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...

  • Computer Teacher

    2 weeks ago

    Nandini Layout, Bengaluru, Karnataka, India Parikrma Center for Learning Nandini Layout Full time

    Preferably 1-2 years teaching computers in schools, freshers open to learning are welcome. **Salary**: ₹18,000.00 - ₹22,000.00 per month **Experience**: - total work: 1 year (preferred) Work Location: In person Application Deadline: 16/03/2024 Expected Start Date: 18/05/2024

  • Machine Learning Engineer

    1 month ago

    Bengaluru, India OneOrigin Full time

    Company Overview: OneOrigin is one of the fastest-growing Technology Companies in the world, headquartered along the coastline of North East America, in Norwalk, Connecticut. With a mission to deliver value through astounding focus and exceptional innovative mindset, OneOrigin is empowering the technology shift within the Education sector from a reactive...

  • Machine Learning Engineer

    1 month ago

    Bengaluru, India OneOrigin Full time

    Company Overview: OneOrigin is one of the fastest-growing Technology Companies in the world, headquartered along the coastline of North East America, in Norwalk, Connecticut. With a mission to deliver value through astounding focus and exceptional innovative mindset, OneOrigin is empowering the technology shift within the Education sector from a reactive...

  • Technician Winding Applications

    3 days ago

    Bengaluru, Karnataka, India Machine House Technologies Full time

    Ø **DEPARTMENT**-Technician Winding Application Ø **DESIGNATION**- Technician, Engineer EXPERIENCE: - 2-10 years experience Ø **QUALIFICATION -Diploma or BE Mechanical** Ø **NO OF POS OPENING - **3 Ø **DUTIES AND RESPONSIBILITIES**: - Application programmer for SPM Machine - Stater coil, Hub Motor coil Machine Programming - Customized Machine...

  • Machine Learning Engineer

    3 weeks ago

    Bengaluru, India Maganti IT Resources, LLC Full time

    We have an excellent new position available in Compliance Engineering, for Global banking & Markets. The team is searching for dedicated individuals who thrives in a collaborative and challenging environment. You will work alongside a global team of more than 300 engineers and scientists who work on the most complex, mission-critical problems. You will...

  • Machine Learning Engineer

    3 weeks ago

    Bengaluru, India Maganti IT Resources, LLC Full time

    We have an excellent new position available in Compliance Engineering, for Global banking & Markets. The team is searching for dedicated individuals who thrives in a collaborative and challenging environment. You will work alongside a global team of more than 300 engineers and scientists who work on the most complex, mission-critical problems. You will...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, India Maganti IT Resources, LLC Full time

    We have an excellent new position available in Compliance Engineering, for Global banking & Markets. The team is searching for dedicated individuals who thrives in a collaborative and challenging environment. You will work alongside a global team of more than 300 engineers and scientists who work on the most complex, mission-critical problems. You will...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, India Maganti IT Resources, LLC Full time

    We have an excellent new position available in Compliance Engineering, for Global banking & Markets. The team is searching for dedicated individuals who thrives in a collaborative and challenging environment. You will work alongside a global team of more than 300 engineers and scientists who work on the most complex, mission-critical problems. You will...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, India Maganti IT Resources, LLC Full time

    We have an excellent new position available in Compliance Engineering, for Global banking & Markets. The team is searching for dedicated individuals who thrives in a collaborative and challenging environment. You will work alongside a global team of more than 300 engineers and scientists who work on the most complex, mission-critical problems. You will...

  • Machine Learning Intern

    6 days ago

    Bengaluru, Karnataka, India HyperWorks Imaging Pvt Ltd Full time

    **ML Intern** Hyperworks Imaging is a cutting-edge technology company based out of Bengaluru, India since 2016. Our team uses the latest advances in deep learning and multi-modal machine learning techniques to solve diverse real world problems. We are rapidly growing, working with multiple companies around the world. **JOB OVERVIEW** We are seeking a...

  • Machine Learning Intern

    5 days ago

    Bengaluru, Karnataka, India HyperWorks Imaging Pvt Ltd Full time

    **ML Intern** Hyperworks Imaging is a cutting-edge technology company based out of Bengaluru, India since 2016. Our team uses the latest advances in deep learning and multi-modal machine learning techniques to solve diverse real world problems. We are rapidly growing, working with multiple companies around the world. **JOB OVERVIEW** We are seeking a...

  • Research Scientist

    2 months ago

    Bengaluru, India Career Makers Full time

    Job 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- ...