Generative Ai Developer

**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.