AI/ML Engineer

As an AI/ML Engineer at our organization, you will be responsible for focusing on building intelligent systems for automated drawing generation using TensorFlow and related AI tools. Your main duties will include designing, developing, and deploying ML models for automated drawing and sketch generation. You will be tasked with implementing and optimizing deep learning models using TensorFlow and Keras. Furthermore, you will collaborate closely with product and design teams to understand drawing requirements and user needs. In this role, you will need to apply various techniques such as CNNs, GANs, transformers, and image-to-image translation to achieve the desired outcomes. Additionally, fine-tuning pretrained models or building custom architectures for generative tasks will be part of your responsibilities. Integration of ML models into production-grade applications, such as web or mobile interfaces, will also fall under your purview. To be successful in this position, you must hold a Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or a related field. A minimum of 6-9 years of experience in AI/ML engineering or a related field is required. Proficiency in TensorFlow and Python is essential, along with experience in generative models like GANs, VAEs, and diffusion models. Familiarity with computer vision techniques, especially in drawing/sketch/image generation, is crucial for this role. Hands-on experience with auto drawing tools, datasets, or related automation tasks is highly beneficial. Moreover, you should have an understanding of data preprocessing, augmentation, and labeling for visual tasks. The ability to write clean, scalable, and well-documented code is important. Preferred qualifications include experience with deep learning for design, CAD, or architectural visualization, knowledge of Reinforcement Learning or self-supervised learning methods, and familiarity with PyTorch, OpenCV, and deployment frameworks like TensorFlow Lite or TensorFlow.js. Contributions to open-source projects in ML or generative AI would be a plus. At our organization, we prioritize a culture of caring and provide ample opportunities for learning and development. You will have the chance to work on interesting and meaningful projects that make an impact. We also value balance and flexibility, offering various work arrangements to help you achieve a healthy work-life balance. As part of a high-trust organization, integrity and trust are integral to our values. GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner known for collaborating with clients to transform businesses and redefine industries through intelligent products, platforms, and services. If you are looking to be part of a dynamic team driving digital innovation, this role might be the perfect fit for you.,