Deep Learning Engineer
4 days ago
Key Responsibilities :- Model Porting & Deployment : Port and deploy complex deep learning models from various frameworks (e.g., PyTorch, TensorFlow) to proprietary or commercial ML accelerator hardware platforms (e.g., TPUs, NPUs, GPUs).- Performance Optimization : Analyse and optimize the performance of ML models for target hardware, focusing on latency, throughput, and power consumption.- Quantization : Lead the efforts in model quantization (e.g., INT8) to reduce model size and accelerate inference while preserving model accuracy.- Profiling & Debugging : Utilize profiling tools to identify performance bottlenecks and debug issues in the ML inference pipeline on the accelerator.- Collaboration : Work closely with the, hardware, and software teams to understand model requirements and hardware capabilities, providing feedback to improve both.- Tooling & Automation : Develop and maintain tools and scripts to automate the model porting, quantization, and performance testing workflows.- Research & Innovation : Stay current with the latest trends and research in ML hardware, model compression, and optimization Qualifications :- Experience : 8 to 10 years of professional experience in software engineering, with a focus on model deployment and optimization.- Technical Skills :- Deep expertise in deep learning frameworks such as PyTorch and TensorFlow.- Proven experience in optimizing models for inference onNPUs, TPUs, or other specialized accelerators.- Extensive hands-on experience with model quantization (e.g., Post-Training Quantization, Quantization-Aware Training).- Strong proficiency in C++ and Python, with experience writing high-performance, low-level code.- Experience with GPU programming models like CUDA/cuDNN.- Familiarity with ML inference engines and runtimes (e.g., TensorRT, OpenVINO, TensorFlow Lite).- Strong understanding of computer architecture principles, including memory hierarchies, SIMD/vectorization, and cache optimization.- Version Control : Proficient with Git and collaborative development workflows.- Education : Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related Qualifications :- Experience with hardware-aware model design and co-design.- Knowledge of compiler technologies for deep learning.- Contributions to open-source ML optimization projects.- Experience with real-time or embedded systems.- Knowledge of cloud platforms (AWS, GCP, Azure) and MLOps best practices.- Familiarity with CI/CD pipelines and automated testing for ML models.- Domain knowledge in areas like computer vision, natural language processing, or speech recognition. (ref:hirist.tech)
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Deep Learning Engineer
4 days ago
Hyderabad, India Soul Ai Full timeJob Description - Develop and train deep learning models for various use cases. - Optimize model performance and ensure scalability. - Collaborate with the data science and engineering teams to integrate deep learning models into production systems. - Required Qualifications: - 3+ years of experience in deep learning and machine learning. - Expertise in deep...
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Deep Learning
3 weeks ago
Hyderabad, India Anicalls (Pty) Ltd Full time• 4+ years of Deep Learning experience and 10+ years of Machine learning experience targeted to product development • Experience leading engineering teams from the first concept to ship • Expert knowledge of deep learning techniques such as CNN, RNN, LSTM, and GAN • World recognized expert knowledge and strong leadership experience in Deep Learning...
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Deep Learning Engineer
6 days ago
Hyderabad, Telangana, India Stealth Mode Startup - AI Product Based Company Full time ₹ 20,00,000 - ₹ 25,00,000 per yearKey Responsibilities : - Model Porting & Deployment : Port and deploy complex deep learning models from various frameworks (e.g., PyTorch, TensorFlow) to proprietary or commercial ML accelerator hardware platforms (e.g., TPUs, NPUs, GPUs). - Performance Optimization : Analyse and optimize the performance of ML models for target hardware, focusing on...
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Machine Learning/Deep Learning Engineer
6 days ago
Hyderabad, Telangana, India Haystek Technologies Full time ₹ 12,00,000 - ₹ 36,00,000 per yearPosition Overview:We are seeking a highly skilled and motivated Machine Learning/Deep Learning Engineer with expertise in neural network development, GenAI technologies, and cloud-native deployment on AWS.This role will be instrumental in designing, training, and deploying advanced AI models across text, image, and audio domains, while also managing scalable...
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Deep Learning Engineers C++
6 days ago
Hyderabad, Telangana, India IIT Hyderabad Full time ₹ 1,04,000 - ₹ 1,30,878 per yearWe are seeking a highly experienced and skilled Machine Learning Software Engineer with 8-10 years of experience to join our team. The ideal candidate will be a deep learning expert with a strong background in optimizing and deploying machine learning models on specialized hardware, particularly ML accelerators. This role is critical for bridging the gap...
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Deep Learning Intern
2 weeks ago
Banjara Hills, Hyderabad, Telangana, India iPROTECHS Commercial Solutions Pvt Ltd Full timeJob Description: We are seeking an entry-level Computer Vision Engineer to help develop and implement deep learning models using CNNs in TensorFlow and PyTorch. You will work on tasks like image classification, object detection, and contribute to research initiatives by reviewing and working on research papers. Key Responsibilities: - Develop and train...
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Machine learning/Deep learning Engineer
2 weeks ago
Hyderabad, India SEMI LEAF Full timeQualification : MS/BS degree in Computer Science or an equivalentSkills :- Deep Knowledge of C/C++ and Python programming- Experience with Linux Commands is must- Experience with Scripting language like bash/powershell- Understanding of various python ML frameworks like Pytorch, Transformers etc- Understanding of various language and compiler for writing...
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Deep Learning Audio Codec Engineer
1 day ago
Bengaluru, Delhi, Hyderabad, NCR, India Int9 Solutions Full time ₹ 6,00,000 - ₹ 18,00,000 per yearAbout the Role:We are seeking a Deep Audio Coding Optimization and Deployment Engineer to design, implement, and optimize deep learning models for audio coding. This role focuses on improving model efficiency, deploying models to real-world environments, and collaborating with cross-functional teams to advance audio coding technology.Key...
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Quantization C++ Deep Learning Engineer
4 days ago
Hyderabad, Telangana, India IIT Hyderabad Full time ₹ 1,20,000 - ₹ 3,60,000 per yearRole Overview:The Staff Engineer will be responsible for architecting and implementing advanced quantization algorithms for edge AI applications. You will lead technical initiatives, mentor junior team members, and drive continuous improvement in model compression and optimization techniques for LLMs and other deep learning models.Key...
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Deep Learning Engineer
3 weeks ago
Hyderabad, India Valuecoders Full timeJob Description Key Responsibilities - Research, design, and implement advanced computer vision models for tasks such as image segmentation, pose estimation/transfer, and generative modeling. - Develop efficient, scalable code in Python using PyTorch (and other relevant libraries). - Package and deploy ML models as APIs (preferably using FastAPI) for...