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Senior Software Engineer (Gen AI) (Singapore, SG) @ CAPGEMINI SERVICE SAS

Singapore, SGOnsiteFull-timePosted 19 days ago

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About this role

<p><span style=""><span><span style="">As a Generative AI (Artificial Intelligence) Developer, you specialize in creating algorithms that generate the latest content—such as text, images, or music—based on learned data patterns. Your role involves working with machine learning frameworks and neural networks to develop models that mimic creativity.</span></span></span></p> <p> </p> <p><b><span style=""><span><span style="">Key Responsibilities:</span></span></span></b></p> <p> </p> <p><b><span style=""><span><span style="">Model Development:</span></span></span></b></p> <p> </p> <ul> <li><span style=""><span><span style="">Design, implement, and optimize generative AI models, including GANs, VAEs, and transformer-based models.</span></span></span></li> </ul> <p> </p> <p><b><span style=""><span><span style="">Data Handling:</span></span></span></b></p> <p> </p> <ul> <li><span style=""><span><span style="">Collect, preprocess, and assess large datasets to train and evaluate generative models.</span></span></span></li> </ul> <p> </p> <p><b><span style=""><span><span style="">Research and Innovation:</span></span></span></b></p> <p> </p> <ul> <li><span style=""><span><span style="">Stay up to date with the latest research in generative AI and contribute to the development of new techniques.</span></span></span></li> </ul> <p> </p> <p><b><span style=""><span><span style="">Collaboration:</span></span></span></b></p> <p> </p> <ul> <li><span style=""><span><span style="">Work closely with cross-functional teams (data scientists, software engineers, product managers) to integrate AI solutions into products.</span></span></span></li> </ul> <p> </p> <p><span style=""><span><span style=""><b>Performance Optimization</b>:</span></span></span></p> <p> </p> <ul> <li><span style=""><span><span style="">Improve the performance, accuracy, and efficiency of existing generative models.</span></span></span></li> </ul> <p> </p> <p><b><span style=""><span><span style="">Deployment:</span></span></span></b></p> <p> </p> <ul> <li><span style=""><span><span style="">Implement and deploy AI models in production environments, ensuring scalability and reliability.</span></span></span></li> </ul> <p> </p> <p><b><span style=""><span><span style="">Documentation:</span></span></span></b></p> <p> </p> <ul> <li><span style=""><span><span style="">Maintain comprehensive documentation of models, processes, and experiments.</span></span></span></li> </ul> <p> </p> <p><b><span style=""><span><span style="">Qualifications:</span></span></span></b></p> <p> </p> <ul> <li><span style=""><span><span style="">Bachelor&apos;s degree in computer science, Electrical Engineering, Mathematics, or a related field.</span></span></span></li> <li><span style=""><span><span style="">3-6 years of hands-on experience in developing and deploying generative AI models.</span></span></span></li> <li><span style=""><span><span style="">Proficiency in Python and experience with deep learning frameworks (e.g., TensorFlow, PyTorch, Keras).</span></span></span></li> <li><span style=""><span><span style="">Strong understanding of machine learning algorithms, neural networks, and deep learning principles.</span></span></span></li> <li><span style=""><span><span style="">Familiarity with natural language processing (NLP) techniques and transformer models (e.g., GPT, BERT) is a plus.</span></span></span></li> <li><span style=""><span><span style="">Experience with cloud platforms (AWS (Amazon Web Services), GCP (Google Cloud Platform), Azure) and containerization (Docker, Kubernetes).</span></span></span></li> </ul> <p> </p> <p><b><span style=""><span><span style="">Soft Skills:</span></span></span></b></p> <p> </p> <ul> <li><span style=""><span><span style="">Excellent communication skills to explain complex technical concepts to non-technical stakeholders.</span></span></span></li> <li><span style=""><span><span style="">Strong thinking and ability to work independently and as part of a team.</span></span></span></li> <li><span style=""><span><span style="">Passion for staying updated with the latest advancements in AI and a continuous learning mindset.</span></span></span></li> </ul>

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Senior Software Engineer (Gen AI) (Singapore, SG) at CAPGEMINI SERVICE SAS | ResuMinder Jobs