Applied ML Engineer
3 days ago
Job Description We seek a skilled Applied ML Engineer to evaluate, enhance, and/or transform our computer vision infrastructure from traditional CNN architectures to cutting-edge transformer-based models. This role demands expertise in model design, training, and optimization. Responsibilities - Design and implement the transformer-based architecture for the semantic segmentation of aerial imagery. - Develop efficient image-to-token and token-to-image conversion pipelines. - Create and maintain training datasets, including data cleaning, augmentation, and validation. - Optimize model training processes for distributed computing environments. - Implement efficient inference pipelines for production deployment. - Collaborate with the engineering team to integrate new models into existing infrastructure. Requirements - 5+ years of hands-on deep learning experience. - Track record of successfully deploying computer vision models in production. - Experience with vision transformer architectures. - Experience optimizing models for production using ONNX/TensorRT. - Background in handling high-resolution satellite/aerial imagery preferred. - Master's/PhD in Computer Science, Machine Learning, or related field preferred. Required Technical Skills - Strong foundation in computer vision and deep learning fundamentals. - Extensive experience training transformer models from scratch. - Expert-level proficiency in PyTorch. - Experience with ONNX or TensorRT model optimization and deployment. - Deep understanding of distributed computing and parallel processing. - Advanced Python knowledge, including multi-threading and multi-processing optimization. - Experience with semantic segmentation tasks. - Proven track record of handling large-scale data processing. Desired Qualities - Strong mathematical foundation in deep learning concepts. - Experience with model architecture design and optimization. - Proven ability to conduct independent research and stay current with the latest developments. - Excellence in technical documentation and communication. - Self-motivated with a passion for solving complex technical challenges. What Sets You Apart - Experience with vision transformers specifically for segmentation tasks. - Published research or contributions to open-source computer vision projects. - Experience with high-performance computing environments. - Background in geospatial data processing. - Hands-on experience with model quantization and optimization using ONNX/TensorRT. - Experience deploying optimized models in production environments. This job was posted by Ankit Lohani from SiteRecon.
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Applied ML Engineer
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India Grapes Worldwide Full time ₹ 9,00,000 - ₹ 12,00,000 per yearExperience Level: 2–5 yearsAbout the Role: Join our engineering team focused on developing intelligent systems that work across high-volume visual workflows. You'll design and deploy systems that map structured inputs to measurable outputs, optimize scoring mechanisms, and improve predictive logic over time. Responsibilities:Build systems to analyze, tag,...
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India Gleantap Full timeAbout Gleantap Gleantap is a customer engagement platform powering fitness, wellness, and service businesses. We’re evolving into an AI-native platform , where intelligent agents predict churn, upsell opportunities, and automate member engagement. We’re looking for a Data/ML Engineer who can bridge the gap between data engineering and applied...
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India Gleantap Full timeAbout Gleantap Gleantap is a customer engagement platform powering fitness, wellness, and service businesses. We’re evolving into an AI-native platform , where intelligent agents predict churn, upsell opportunities, and automate member engagement. We’re looking for a Data/ML Engineer who can bridge the gap between data engineering and applied machine...
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India Lingaro Full timeAI/ML Engineer – Senior Consultant AI Engineering Group is part of Data Science & AI Competency Center and is focusing technical and engineering aspects of DS/ML/AI solutions. We are looking for experienced AI/ML Engineers to join our team to help us bring AI/ML solutions into production, automate processes, and define reusable best practices and...
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3 weeks ago
India Gleantap Full timeAbout Gleantap Gleantap is a customer engagement platform powering fitness, wellness, and service businesses. We’re evolving into an AI-native platform, where intelligent agents predict churn, upsell opportunities, and automate member engagement. We’re looking for a Data/ML Engineer who can bridge the gap between data engineering and applied machine...
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Data/ML Engineer
2 days ago
India Gleantap Full timeAbout Gleantap Gleantap is a customer engagement platform powering fitness, wellness, and service businesses. We’re evolving into an AI-native platform , where intelligent agents predict churn, upsell opportunities, and automate member engagement. We’re looking for a Data/ML Engineer who can bridge the gap between data engineering and applied machine...
