Lead/Principal Responsible AI Research Scientist at Salesforce

Palo Alto, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, AI Research, Software EngineeringIndustries

Requirements

Practical experience in machine learning
MS or Ph.D. in a quantitative discipline with 8+ years of experience or a BS in a quantitative discipline with 10+ years of experience
Fluent in building/prototyping machine learning models and algorithms and wrangling large datasets
Proficient in using Python and common machine learning frameworks (e.g., TensorFlow, PyTorch) and AI tools (e.g., cursor, W&B, huggingface) to implement models and algorithms
Proficient in SQL, shell scripting, and Unix/Linux command-line tools
Up to date on the evolution of trusted AI and ability to meet both state-of-the-art standards

Responsibilities

Analyze data and models to identify potential trust and safety issues; define testing protocols for different data types and model architectures; recommend mitigation strategies, tooling investments, and safe thresholds for deployment
Define technical goals and guide research/engineering teams on responsible AI best practices. Offer development support and thought leadership on critical ethical tradeoffs in algorithmic design
Contribute to the development and adoption of libraries and tools that support evaluation, testing, and mitigation of risks. Build features that enhance explainability and user trust in model outputs
Collaborate with industry leaders in similar positions in peer organizations on ways to improve the state of responsible AI development

Skills

Responsible AI

AI Fairness

Accountability

Transparency

Explainability

FATE

Machine Learning

Deep Learning

Natural Language Processing

Image Recognition

Salesforce

Cloud-based Customer Relationship Management solutions

About Salesforce

Salesforce offers cloud-based software solutions that focus on Customer Relationship Management (CRM). Its main product, Customer 360, provides tools for businesses to manage customer interactions across various functions like marketing, sales, and service. The company stands out by delivering customized solutions tailored to different industries and operates on a subscription model, which allows for continuous updates and improvements. Salesforce's goal is to help businesses enhance their customer relationships and drive growth.

San Francisco, CaliforniaHeadquarters

1999Year Founded

$62.7MTotal Funding

IPOCompany Stage

Consulting, Enterprise SoftwareIndustries

10,001+Employees

Benefits

Health Insurance

Life Insurance

401(k) Retirement Plan

Remote Work Options

Flexible Work Hours

Parental Leave

Wellness Program

Risks

Competition from platforms like Monday.com threatens Salesforce's market share.

Reliance on third-party integrations may affect Salesforce's seamless solution offerings.

Rapid AI team expansion could challenge Salesforce's operational efficiency and culture.

Differentiation

Salesforce offers a comprehensive CRM suite with Customer 360 for personalized interactions.

The company provides AI-driven solutions like Agentforce for Retail and Retail Cloud.

Salesforce's integration capabilities with platforms like Facebook enhance its CRM functionality.

Upsides

Salesforce's focus on AI can attract more retail clients and boost product offerings.

The hiring of 2,000 AI roles shows commitment to innovation and market expansion.

Investment by Spartan Planning indicates confidence in Salesforce's growth potential.

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