Deep Learning Scientist, AI Safety at NVIDIA

Santa Clara, California, United States

Apply Now

Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Artificial IntelligenceIndustries

Requirements

Master’s or PhD in Computer Science, Electrical Engineering or related field or equivalent experience
3+ years of work experience in developing and deploying machine learning models in production
Strong understanding of machine learning principles and algorithms
Hands-on programming experience in Python and in-depth knowledge of machine learning frameworks like Keras or PyTorch
Experience with one or more of the following broader areas for 2+ years: Content Safety, ML Fairness, Robustness, AI Model Security, or related areas
Background with one or more of the following areas within Content Safety: Hate/Harassment, Sexualized, Harmful/Violent, or other specific areas
Experience working with large multi-modal datasets and multi-modal models
Good at problem solving and analytical ability
Excellent collaboration and communication skills
Demonstrates behaviors that build trust: humility, transparency, respect, intellectual honesty

Responsibilities

Develop the datasets and models for training and evaluating models and end-to-end systems for Content Safety and ML Fairness
Research and implement cutting-edge techniques for bias detection and mitigation in LLMs and systems using LLMs like RAGs
Define and track key metrics for responsible LLM behavior and usage
Follow the best MLOps practices of automation, monitoring, scale, safety
Contribute to the MLOps platform and develop safety tools to help ML teams be more effective
Collaborate with other engineers, data scientists, and researchers to develop and implement solutions to content safety and ML fairness challenges

Skills

Deep Learning

LLMs

Machine Learning

MLOps

Bias Detection

Bias Mitigation

Content Safety

ML Fairness

Robustness

RAG

Generative Models

Datasets

NVIDIA

Designs GPUs and AI computing solutions

About NVIDIA

NVIDIA designs and manufactures graphics processing units (GPUs) and system on a chip units (SoCs) for various markets, including gaming, professional visualization, data centers, and automotive. Their products include GPUs tailored for gaming and professional use, as well as platforms for artificial intelligence (AI) and high-performance computing (HPC) that cater to developers, data scientists, and IT administrators. NVIDIA generates revenue through the sale of hardware, software solutions, and cloud-based services, such as NVIDIA CloudXR and NGC, which enhance experiences in AI, machine learning, and computer vision. What sets NVIDIA apart from competitors is its strong focus on research and development, allowing it to maintain a leadership position in a competitive market. The company's goal is to drive innovation and provide advanced solutions that meet the needs of a diverse clientele, including gamers, researchers, and enterprises.

Santa Clara, CaliforniaHeadquarters

1993Year Founded

$19.5MTotal Funding

IPOCompany Stage

Automotive & Transportation, Enterprise Software, AI & Machine Learning, GamingIndustries

10,001+Employees

Benefits

Company Equity

401(k) Company Match

Risks

Increased competition from AI startups like xAI could challenge NVIDIA's market position.

Serve Robotics' expansion may divert resources from NVIDIA's core GPU and AI businesses.

Integration of VinBrain may pose challenges and distract from NVIDIA's primary operations.

Differentiation

NVIDIA leads in AI and HPC solutions with cutting-edge GPU technology.

The company excels in diverse markets, including gaming, data centers, and autonomous vehicles.

NVIDIA's cloud services, like CloudXR, offer scalable solutions for AI and machine learning.

Upsides

Acquisition of VinBrain enhances NVIDIA's AI capabilities in the healthcare sector.

Investment in Nebius Group boosts NVIDIA's AI infrastructure and cloud platform offerings.

Serve Robotics' expansion, backed by NVIDIA, highlights growth in autonomous delivery services.

Land your dream remote job 3x faster with AI

Try Jobo Free