AI/ML Sr Engineer (REMOTE)

NTT DATA, Inc.; México; A distancia; USD 50,000 - 80,000; Jornada completa

Descripción de la vacante

A leading technology company is looking for a generative AI developer to design and optimize models for various applications including image and text generation. The role encompasses collaboration with teams to advance AI technologies, requiring expertise in Python, machine learning frameworks, and cloud infrastructure. This position offers an opportunity to impact the future of autonomous driving technology.

Formación

• 3+ years' experience building and deploying AI systems.
• 5-10 years of technology industry experience.
• Expertise in training large generative models like DALL-E and GPT-3.

Responsabilidades

• Develop compute infrastructure for cloud-based generative models.
• Optimize generative models for performance and deployment.
• Collaborate across teams for improving autonomous driving capabilities.

Conocimientos

Generative AI

Problem Solving

Software Engineering

Python

TensorFlow

PyTorch

Model Optimization

Educación

Bachelor's degree in Computer Science

Descripción del empleo

REMOTE POSITION

Job Duties: The ideal candidate will have a deep understanding of the theoretical foundations of generative Al, as well as the practical skills necessary to develop and deploy generative Al models. They will be able to work independently and as part of a team, and they will be able to communicate effectively with both technical and non-technical audiences. A chance to make a real impact on the field of artificial intelligence.

• Develop compute infrastructure to support cloud-based generative models like GANs, VAEs, and diffusion models for automotive applications

• Develop simulations leveraging generative models to synthesize sensor data, scenarios, and other driving environments

• Engineer solutions using few-shot learning and prompt-based techniques to rapidly adapt models to new tasks

• Optimize generative models for performance, scalability, and efficient deployment on embedded systems

• Establish testing frameworks to validate model robustness, safety, and performance

• Collaborate across teams to identify use cases for generative Al that improve autonomous driving capabilities

• Develop and deploy generative Al models for image generation, text generation, or music generation.

• Develop new methods for training generative Al models on large datasets.

• Develop new ways to deploy generative Al models in production.

• Collaborate with researchers and engineers to advance the state of the art in generative Al.

Minimum Skills Required: What You Bring

• Bachelor's degree in Computer Science or related field or equivalent experience.

• 3+ years' experience building and deploying Al systems

• 5-10 years of technology industry experience

• Expertise in training and deploying large generative models like DALL-E, GPT-3, etc.

• Proficiency with Python and TensorFlow or PyTorch, or related libraries

• Strong software engineering skills and knowledge of model optimization techniques

• Ability to solve complex problems through novel applications of generative Al

Added bonus if you have

• Theoretical foundations of generative Al, including probability theory, statistics, and machine learning.

• Develop and deploy generative Al models, including deep learning frameworks, large-scale data processing and analysis, and programming skills in Python or a similar language.

• Work independently and as part of a team and communicate effectively with both technical and non-technical audiences.

• Work on cutting-edge research projects in generative Al, and make a real impact on the field of artificial intelligence.

• Passion for advancing safe autonomous vehicle technology.