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Principal Data Scientist

Job Hero
  • Data
    • California - Palo Alto
  • Full time
  • JR269549
  • Stipendio California $223.000 - $323.400

Descrizione

Do you want to be at the forefront of a team at Salesforce that is making history? Do you want to build technology and new science that millions of people will use? Are you excited about working on large scale Generative AI, Natural Language Processing (NLP), and Deep Learning?

Salesforce, the world’s #1 AI CRM, has recently unveiled Agentforce, a groundbreaking suite of autonomous AI agents that augment employees and handle tasks in service, sales, marketing, and commerce, driving unprecedented efficiency and customer satisfaction. Agentforce enables companies to scale their workforces on demand with a few clicks.

The Einstein GPT Data Science Team is looking for strong and recognized experts in Retrieval Augmented Generation (RAG), Knowledge Graphs and generative AI, to help design and develop intelligent, personalized and trusted CRM Generative AI Applications for Agentforce. In this position, you will be the principal scientific resource for full-cycle development (incubation, design, implementation, testing to documentation, and delivery) of our advanced RAG portfolio.

Our applied scientists are working on exciting and interesting problems in areas like advanced RAG technologies, Enterprise Knowledge Graphs, Search Relevance, LLM evaluations and metrics, feedback-based learning and parameter efficient fine-tuning. If you are interested in being part of a state-of-the-art foundational applied science team that has high visibility and customer impact, then reach out to join our team!


Basic Qualifications

* PhD or equivalent Master's Degree plus 7+ years of experience in CS, CE, ML or related field
* Experience with RAG, Knowledge Graphs, NLP methods and generative AI
* Strong experience building and applying machine learning models for business applications
* Strong experience programming in Python, and using machine learning frameworks such as TensorFlow or PyTorch
* Proven ability to implement, operate, and deliver results via innovation at large scale

Preferred Qualifications

* A PhD in CS, Machine Learning, Statistics or relevant field
* 7+ years of industry/applied research experience in machine learning, NLP, deep learning and/or information retrieval
* Proven expertise with RAG, knowledge graphs and search relevance
* Strong background in ML approaches and techniques, ranging from Artificial Neural Networks to Bayesian methods
* Experience with conversational AI
* Fantastic problem solver; ability to solve problems that the world has not solved before
* Demonstrated track record of cultivating strong working relationships and driving collaboration across multiple technical and business teams
* Excellent written and spoken communication skills

Per i ruoli a San Francisco e Los Angeles: ai sensi della San Francisco Fair Chance Ordinance e della Los Angeles Fair Chance Initiative for Hiring, Salesforce prenderà in considerazione per l'assunzione candidati qualificati con precedenti di arresto e condanna.

At Salesforce, we strive to create an accessible and inclusive experience for all candidates.

If you need a reasonable accommodation during the application or the recruiting process, please submit a request via this Accommodation Request Form. Please note that Salesforce uses an automated employment decision tool to help our recruiters assess and evaluate candidates’ resumes. If you do not want Salesforce to use this tool with your application, please submit a request via this form.

Equal Opportunity Statement.

At Salesforce we believe that the business of business is to improve the state of our world. Each of us has a responsibility to drive Equality in our communities and workplaces. We are committed to creating a workforce that reflects society through inclusive programs and initiatives such as equal pay, employee resource groups, inclusive benefits, and more. Learn more about Equality at www.equality.com and explore our company benefits at www.salesforcebenefits.com.

Salesforce is an equal employment opportunity and affirmative action employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, protected veteran status, or disability status. Know your rights: workplace discrimination is illegal. Salesforce does not accept unsolicited headhunter and agency resumes. Salesforce will not pay any third-party agency or company that does not have a signed agreement with Salesforce.

Salesforce welcomes all.

In the United States, compensation offered will be determined by factors such as location, job level, job-related knowledge, skills, and experience. Certain roles may be eligible for incentive compensation, equity, and benefits. More details about our company benefits can be found at the following link: https://www.salesforcebenefits.com.

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