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Research Scientist- Tableau Research

1 month ago

Palo Alto, United States Search Engine Land We Full time

Research Scientist- Tableau Research

Below covers everything you need to know about what this opportunity entails, as well as what is expected from applicants. We’re Salesforce, the Customer Company, inspiring the future of business with AI + Data + CRM. Leading with our core values, we help companies across every industry blaze new trails and connect with customers in a whole new way. And, we empower you to be a Trailblazer, too — driving your performance and career growth, charting new paths, and improving the state of the world. If you believe in business as the greatest platform for change and in companies doing well and doing good – you’ve come to the right place.

Job Description

Tableau Research is an industrial research team focused on helping people see and understand data. We actively work to be a source of new and inspiring product and technology directions, generating ideas that influence, drive, or significantly change what Tableau delivers to customers. We are also active members of the academic community, where we regularly publish and participate in top-tier conferences and journals. We operate as a world-class research lab where we partner with internal teams and academia to champion innovation and advance the state of the art in data and analytics.

We are looking for research scientists specializing in AI, although prior experience at an industry research lab or a startup is definitely a plus An ideal candidate has deep technical experience in AI domains relevant to Tableau, such as:

Applied ML/AI

techniques to support visual analytics and human-in-the-loop systems.

NLP

for search and content retrieval, as well as for question and answering systems, with a strong emphasis on large language models (LLMs) and generative AI-based technologies.

Semantic enrichment

techniques, such as sentiment analysis, entity classification, and topic modeling to enrich the semantics of datasets to better support visual analytics.

HCI techniques

such as mixed-initiative systems, large displays, mobile, augmented- and mixed-reality to support data exploration enhanced by AI with multimodal interaction.

Primary Responsibilities

Design and lead research projects

and activities that align with Tableau’s mission. These projects include exploring new AI methods to help people collect, explore, interact with, analyze, visualize, and derive actionable insights from data.

Validate and communicate research innovations

to the rest of Tableau/Salesforce through prototypes, peer-reviewed publications, whitepapers, and presentations.

Collaborate with other research scientists, developers, and product managers

to ensure research results drive product impact.

Understand Tableau/Salesforce products, customers, and business goals

to further innovation in future products and services.

Engage with external research and technical communities

to hone expertise, provide thought leadership, and establish relationships.

Qualifications

PhD in a technical domain relevant to AI in Tableau Research.

Proficient with the relevant AI technical skills necessary to implement research ideas as working prototypes using programming tools such as Python, TensorFlow, PyTorch, and other AI frameworks.

Experience with large language models (LLMs) and GPT-based technologies, including fine-tuning, deployment, and application to real-world problems.

Experience pitching research ideas and/or leading a group of people toward a common goal.

Enthusiasm for Tableau’s mission as a focus for your AI research agenda.

Experience publishing research results at major conferences or in journals, such as NeurIPS, ICML, ACL, EMNLP, IEEE VIS, Eurovis, SIGCHI, UIST, IUI, KDD.

If you require assistance due to a disability applying for open positions please submit a request via this Accommodations Request Form.

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.

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.

Salesforce welcomes all.

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