Rh: raul garcía
position: generative ai developer
location: aguascalientes, mexico
industry - sector: mals
what you’ll do?
* design and implement generative ai models using frameworks such as tensorflow, pytorch, or jax.
* work with advanced machine learning techniques, including gans, vaes (variational autoencoders), and transformer-based models.
* stay up to date with the latest advancements in generative ai and apply cutting-edge research to develop innovative products.
* collaborate with other research teams to explore new applications and technologies within the field of ai.
* improve the efficiency and accuracy of generative models, implementing optimization techniques such as pruning, quantization, and knowledge distillation.
* ensure the scalability of models for deployment in production environments.
* work closely with software development teams, data scientists, and designers to integrate generative ai models into commercial applications and end-user products.
* contribute to the definition of model architecture and the end-to-end lifecycle of ai solutions.
* develop solutions to process and generate relevant outputs from large datasets using advanced data processing and machine learning techniques.
* ensure that data pipelines and models are efficient and capable of handling real-world datasets at scale.
* contribute to the development of generative ai-powered products such as content generation tools for text, images, video, music, or other multimedia.
* provide insights into the application of generative models for commercial use cases.
* implement rigorous testing strategies to ensure the robustness, reliability, and ethical considerations of generative models.
* evaluate model performance, identify limitations, and propose improvements.
what you’ll bring:
* proficiency in python and familiarity with programming languages such as c++ or java for optimization tasks.
* extensive experience with deep learning frameworks like tensorflow, pytorch, or jax for developing and training generative models.
* expertise in designing and deploying generative adversarial networks (gans), variational autoencoders (vaes), and transformer-based models such as gpt, bert, or similar architectures.
* strong knowledge of linear algebra, probability theory, statistics, and optimization techniques relevant to ai and machine learning.
* experience in handling large datasets, including preprocessing, augmentation, and cleaning data for ai models.
* familiarity with data pipeline tools like apache spark, dask, or similar technologies for scalable data processing.
* knowledge of cloud platforms (aws, google cloud, azure) and experience in deploying machine learning models in cloud environments.
* strong software engineering skills, including version control (git), collaborative workflows, and agile methodologies.
* performance tuning & model optimization:
* experience with model optimization techniques such as pruning, quantization, and distributed training for large-scale model deployment.
* understanding of the ethical considerations in ai development, including fairness, transparency, and bias mitigation techniques.
soft skills:
work underpressure, quality at work, results oriented
what can you expect in a career with capgemini?
* working in a team environment, consultants will focus on the analysis, design and development of technology-based solutions for capgemini’s clients.
* you will work alongside technical, functional and industry specialists to assist with the development, implementation and integration of innovative system solutions including methods, techniques and tools.
* you will contribute to client satisfaction by providing timely and responsive value-added services and work products.
* capgemini offers a competitive compensation and benefits package.
* headquartered in paris, france, capgemini has a presence of more than 340 thousand professionals in mexico distributed among 3 sites located in mexico city, monterrey and aguascalientes. A deeply multicultural organization.
* capgemini has developed its own way of working, the collaborative business experiencetm, and draws on rightshore, its worldwide delivery model.
you will love this job because
* capgemini focuses on giving each new hire a you-nique experience through our recruitment process and on-boarding program, as well as by helping you to build your own career and professional skills foundation.
* capgemini provides a collaborative environment that embodies and holds the following stated values close to heart: honesty, boldness, trust, freedom, team spirit, modesty, and fun.
* capgemini cultivates an atmosphere for development that enables you to be hands-on, planning for your growth, both horizontally and vertically.
“ at capgemini mexico, we aim to attract the best talent and are committed to creating a diverse and inclusive work environment, so there is no discrimination based on race, sex, sexual orientation, gender identity or expression, or any other characteristic of a person. All applications welcome and will be considered based on merit against the job and/or experience for the position”