Senior Machine Learning Researcher

2 months ago

bangalore, India SatSure Full time

Seeking an experienced machine learning professional with expertise in deep learning and statistical modeling for earth observation data applications. Key responsibilities include model development for segmentation, object classification, crop monitoring, and disaster management. Proficiency in Python, ML frameworks (TensorFlow, PyTorch), and strong research skills are essential. Advanced degree required.


About SatSure:


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.


Join us to be at the forefront of building a deep tech company from India that solves problems for the globe.


Roles and Responsibilities:


  • Implementing deep-learning models and/or frameworks that can be used in scene/semantic/panoptic segmentation, object classification, synthetic data generation using earth observation data in agriculture and infrastructure domain.
  • Design and implement performance evaluations 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 LULC, crop classification, change monitoring and disaster management etc from earth observations.
  • Define and implement performance metrics for the research problems and be very methodical / organized with experiment management and performance evaluations.



Qualifications:


  • Master’s degree or PhD in Engineering, Statistics, Mathematics or Computer Science, Machine Learning / Deep Learning domains
  • 5-8 years of experience in machine learning based data product research and development in addition to relevant educational background in the field of Computer Science, Engineering, Machine Learning etc.


Must-Haves:


  • Experience with tools/frameworks from theoretical and practical aspects of computer science and ML/DL. This includes probability, statistics, learning theory etc.
  • Prior experience working with statistical modeling techniques and deep learning fundamentals, such as CNN, RNN, Transformers, GANs etc include sequence networks eg LSTMs
  • Proficiency in any programming language, preferably Python, with hands-on experience in using ML frameworks such as Tensorflow/Pytorch, Pytorch Lightning, MxNet etc
  • Ability to design, develop, optimize for machine learning/ deep learning models
  • Knowledge of application of ML for earth observation data, is good to have
  • Appetite for research and implementing innovative solutions for complex problems


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


Interview Process:


  • Intro call
  • Assessment
  • Presentation
  • Interview rounds (ideally up to 3-4 rounds)
  • Culture Round / HR round

  • Senior Machine Learning Researcher

    4 weeks ago

    bangalore, India SatSure Full time

    Seeking an experienced machine learning professional with expertise in deep learning and statistical modeling for earth observation data applications. Key responsibilities include model development for segmentation, object classification, crop monitoring, and disaster management. Proficiency in Python, ML frameworks (TensorFlow, PyTorch), and strong research...

  • Machine Learning Researcher

    3 weeks ago

    Bangalore, India ClearML Full time

    Machine Learning Researcher (Machine Learning AI)  Join us to advance data science and machine learning.   ClearML is a rapidly growing open source AI/ML platform that helps data science, ML engineering, and DevOps teams easily develop, orchestrate, and automate ML workflows at scale. Our frictionless, unified, end-to-end AI Platform enables users and...

  • Machine learning researcher

    3 weeks ago

    Bangalore, India ClearML Full time

    Machine Learning Researcher (Machine Learning AI)  Join us to advance data science and machine learning.   Clear ML is a rapidly growing open source AI/ML platform that helps data science, ML engineering, and Dev Ops teams easily develop, orchestrate, and automate ML workflows at scale. Our frictionless, unified, end-to-end AI Platform enables users...

  • Machine Learning Researcher

    3 weeks ago

    bangalore, India ClearML Full time

    Machine Learning Researcher (Machine Learning AI) Join us to advance data science and machine learning. ClearML is a rapidly growing open source AI/ML platform that helps data science, ML engineering, and DevOps teams easily develop, orchestrate, and automate ML workflows at scale. Our frictionless, unified, end-to-end AI Platform enables users and...

  • Senior Machine Learning Researcher

    4 weeks ago

    Bangalore, India SatSure Full time

    Seeking an experienced machine learning professional with expertise in deep learning and statistical modeling for earth observation data applications. Key responsibilities include model development for segmentation, object classification, crop monitoring, and disaster management. Proficiency in Python, ML frameworks (TensorFlow, PyTorch), and strong research...

  • Senior machine learning researcher

    4 weeks ago

    Bangalore, India SatSure Full time

    Seeking an experienced machine learning professional with expertise in deep learning and statistical modeling for earth observation data applications. Key responsibilities include model development for segmentation, object classification, crop monitoring, and disaster management. Proficiency in Python, ML frameworks (Tensor Flow, Py Torch), and strong...

  • Senior Machine Learning Researcher

    2 months ago

    bangalore, India SatSure Full time

    Seeking an experienced machine learning professional with expertise in deep learning and statistical modeling for earth observation data applications. Key responsibilities include model development for segmentation, object classification, crop monitoring, and disaster management. Proficiency in Python, ML frameworks (TensorFlow, PyTorch), and strong research...

  • Senior Machine Learning Researcher

    3 weeks ago

    Bangalore, India FxConsulting Full time

    We are seeking a highly skilled Senior Machine Learning Engineer to contribute to our dynamic Data Science Team at FxConsulting.In this role, you'll drive the development of production-quality ML/AI solutions, focusing on semantic search and recommendation engines.Your expertise will be pivotal in enhancing our in-house ML engine's capabilities and ensuring...

  • Senior Machine Learning Engineer

    3 days ago

    bangalore, India Informatica Full time

    Informaticais on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner.You will be reporting to Senior Manager ML DevelopmentLocation : Bengaluru (Hybrid)Responsibilities:Drive design for AI and...

  • Senior Machine Learning Engineer

    5 days ago

    bangalore, India Informatica Full time

    Informatica is on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner.You will be reporting to Senior Manager ML DevelopmentLocation : Bengaluru (Hybrid)Responsibilities:- Drive design for AI...

  • Senior Machine Learning Engineer

    7 days ago

    bangalore, India Informatica Full time

    Informatica is on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner. You will be reporting to Senior Manager ML Development Location : Bengaluru (Hybrid) Responsibilities: - Drive design...

  • Senior Machine Learning Engineer

    6 days ago

    bangalore, India Informatica Full time

    Informatica is on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner. You will be reporting to Senior Manager ML Development Location : Bengaluru (Hybrid) Responsibilities: Drive design for...

  • Senior Machine Learning Engineer

    18 hours ago

    bangalore, India Recro Full time

    Location: Bengaluru, Karnataka Type: Full-Time Experience Level: 4-5 years of experience in machine learning and AI engineering. About the Role We are looking for a Senior Machine Learning Engineer who will design, develop, and deploy machine learning models to solve real-world problems. You will work on cutting-edge projects that use data to enhance user...

  • Senior Machine Learning Engineer

    6 days ago

    bangalore, India Informatica Full time

    Informatica is on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner.You will be reporting to Senior Manager ML DevelopmentLocation : Bengaluru (Hybrid)Responsibilities:Drive design for AI and...

  • Senior Machine Learning Engineer

    14 hours ago

    bangalore, India Recro Full time

    Location: Bengaluru, KarnatakaType: Full-TimeExperience Level: 4-5 years of experience in machine learning and AI engineering.About the RoleWe are looking for a Senior Machine Learning Engineer who will design, develop, anddeploy machine learning models to solve real-world problems. You will work on cutting-edgeprojects that use data to enhance user...

  • Senior Machine Learning Engineer

    4 weeks ago

    Pune/Bangalore, India CARNERA TECHNOLOGIES PRIVATE LIMITED Full time

    Job DescriptionAt Carnera Technologies Private Limited, we are seeking a highly skilled Senior Machine Learning Engineer to join our team.Primary Responsibilities:Design and develop advanced machine learning models using supervised and unsupervised techniques and algorithms.Utilize Open AI APIs, Large Language Models, and other relevant technologies to drive...

  • Senior Machine Learning Engineer

    2 weeks ago

    Bangalore, India Informatica Full time

    Informatica is on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner. You will be reporting to Senior Manager ML Development Location : Bengaluru (Hybrid) Responsibilities: Drive...

  • Senior Machine Learning Engineer

    2 weeks ago

    bangalore, India Informatica Full time

    Informatica is on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner. You will be reporting to Senior Manager ML Development Location : Bengaluru (Hybrid) Responsibilities: Drive design for AI...

  • Senior Machine Learning Engineer

    2 weeks ago

    Bangalore, India Informatica Full time

    Informatica is on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner. You will be reporting to Senior Manager ML Development Location : Bengaluru (Hybrid) Responsibilities: Drive...

  • Senior Machine Learning Engineer

    2 weeks ago

    bangalore, India Informatica Full time

    Informatica is on a journey to leverage generative AI to simplify cloud data management. Senior Machine Learning Engineer will build, train, and deploy Models at scale across multiple cloud services providers in a cloud agnostic manner.You will be reporting to Senior Manager ML DevelopmentLocation : Bengaluru (Hybrid)Responsibilities:Drive design for AI and...