*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.
- 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.
- 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.
- 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.