Machine Learning Engineer
2 days ago
Job Summary : We 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 between theoretical model development and practical, high-performance inference on target platforms. A key focus of this position will be on model quantization and other optimization techniques to maximize efficiency and performance.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 : Analyze 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, FP16) to reduce model size and accelerate inference while preserving model accuracy.- Profiling & Debugging : Utilize profiling tools to identify performance bottleneck and debug issues in the ML inference pipeline on the accelerator.- Collaboration : Work closely with the ML research, 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 : 8-10 years of professional experience in machine learning 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 on GPUs, NPUs, 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 fieldPreferred 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)
-
Machine Learning Engineer
5 days ago
Hyderabad, Telangana, India algoleap Full time ₹ 8,00,000 - ₹ 24,00,000 per yearAbout The RoleWe are seeking a highly skilled and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer, you will be responsible for the design, development, deployment, and maintenance of machine learning models and systems that drive our [mention specific business area or product, e.g., recommendation engine, fraud...
-
Machine Learning Engineer
5 days ago
Hyderabad, Telangana, India Prudent Globaltech Solutions Full time ₹ 1,20,000 - ₹ 2,40,000 per yearAbout the Role:We are seeking a highly skilled and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer, you will be responsible for the design, development, deployment, and maintenance of machine learning models and systems that drive our [mention specific business area or product, e.g., recommendation engine, fraud...
-
Machine Learning Engineer
1 week ago
Hyderabad, Telangana, India Phenom People Full time ₹ 12,00,000 - ₹ 36,00,000 per yearPhenom Intro:Our purpose is to help a billion people find the right job Phenom is an AI-Powered talent experience platform that is redefining the HR tech space. We have grown into a global organization with offices in 6 countries and over 1,500 employees. As an HR tech unicorn organization, innovation and creativity is within our DNA. Come help us make...
-
Machine Learning Engineer
4 days ago
Hyderabad, Telangana, India Huemn Full time ₹ 12,00,000 - ₹ 36,00,000 per yearJob OverviewWe are seeking a highly experienced Machine Learning Engineer - Level 5 to join our dynamic team in Hyderabad. As a senior-level position, this role requires a deep understanding of machine learning principles and the ability to innovate and implement advanced solutions within our tech platforms. The ideal candidate will leverage their expertise...
-
Machine Learning Engineer
5 days ago
Hyderabad, Telangana, India Motivity Labs Inc Full time ₹ 12,00,000 - ₹ 36,00,000 per yearMachine Learning EngineerExp: 5-8 yearsLooking for a driven and innovative Machine Learning Engineer to help us scale and foresee problems that aren't apparent.We're seeking a hands-on individual with a strong passion for data and a proven ability to translate complex data challenges into robust, scalable machine learning solutions. In this role, you'll be a...
-
Machine Learning Engineer
2 weeks ago
Hyderabad, India Egen Full timeWe are seeking a highly motivated and experienced ML Engineer/Data Scientist to join our growing ML/GenAI team. You will play a key role in designing, developing and productionalizing ML applications by evaluating models, training and/or fine tuning them. You will play a crucial role in developing Gen AI based solutions for our customers. As a senior member...
-
Machine Learning Engineer
3 weeks ago
Hyderabad, India Tata Consultancy Services Full timeSkill : Machine Learning Engineer AI/ML Engineer Experience : 3 to 8 Years Location : Bangalore/Hydrabad Primary Skill : Python/Aws Job Description: 1 Design and implement scalable and efficient data architectures to support generative AI workflows. 2 Fine tune and optimize large language models (LLM) for generative AI, conduct performance evaluation and...
-
Machine Learning Engineer
2 days ago
Hyderabad, India Evoke HR Solutions Full timeMachine Learning EngineerLocation : Hyderabad, IndiaExperience : 3- 7 yearsJob Description :We are looking for a talented Machine Learning Engineer to build and deploy intelligent systems.You'll work on the entire ML lifecycle, from model training and evaluation to production deployment and monitoring.If you're passionate about turning prototypes...
-
Machine learning engineer
3 weeks ago
Hyderabad, India Egen Full timeWe are seeking a highly motivated and experienced ML Engineer/Data Scientist to join our growing ML/Gen AI team. You will play a key role in designing, developing and productionalizing ML applications by evaluating models, training and/or fine tuning them. You will play a crucial role in developing Gen AI based solutions for our customers. As a senior member...
-
Machine Learning Engineer
1 week ago
Hyderabad, Telangana, India Ogive Technology Full time ₹ 15,00,000 - ₹ 25,00,000 per yearCompany DescriptionOgive Technology is a well-reputed name in the aerospace and defense ecosystem, where we have successfully executed various projects for the three services, DRDO, and DPSUs. Our flagship products and expertise include Predictive Maintenance, HUMS, Simulation and VR-based solutions, as well as warehousing and Inventory Management solutions...
