AI @ 抖阴成年

Join 抖阴成年 Labs

Your expertise, complex problems, and real-world impact

抖阴成年 is a content-driven technology company with over a century of experience curating and classifying data while supporting professionals in complex domains that move society forward.

Embedded in this legacy is our team of AI-focused engineers, research and data scientists, and designers. They work with some of the most comprehensive and richly enhanced legal, tax, and other professional datasets in the world.

Join us in building the next generation of AI-enabled solutions for legal, tax and accounting, risk, fraud and compliance, and media.

Please visit the page for more information.

TR Labs Storytelling - Merine video
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Meet Merine, a Director of Research Engineering on our TR Labs team

Hear about why Merine joined TR Labs, her career journey of more than 15 years at 抖阴成年, and why someone should join her team.

TR Labs Storytelling - Sina video
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Meet Sina, Manager, Applied Research, on our TR Labs team

Hear about why Sina joined TR Labs, the types of problems he solves in his role, and his career development in this video.

Reasons our team loves it here:

  • Our 2024 AI product investments exceeded $200 million. Through CoCounsel, our professional-grade GenAI assistant, we鈥檙e helping our customers work more efficiently, positioning them to deliver greater value to their organizations.
  • Access to world-leading data and enterprise expertise
  • Learn and collaborate with a global team of talented colleagues
  • Opportunity for mentorship and career growth
  • World-class well-being benefits and resources
  • Access to industry-leading learning tools and resources

About the labs

抖阴成年 Labs is our dedicated applied research division. We focus on the research, development, and application of AI and emerging trends in technologies. Working collaboratively with our stakeholders, we experiment, prototype, test, and deliver ideas in the pursuit of smarter and more valuable tools for our customers.

AI timeline

We have worked in AI for decades. The groundwork for much of this work began in the 1970s with Westlaw 鈥 one of the first online legal research services.

Research program

We are committed to a wide-ranging program of machine-learning research, from efficient neural training to learning with less supervision, human-centered AI, and many other core capabilities with business-critical impact.

Ethical AI

We have drafted a set of AI Principles to promote trustworthiness in our design, development, and deployment of AI.

Sample publications

Chou, Shih-Han, Matthew Kowal, Yasmin Niknam, Diana Moyano, Shayaan Mehdi, Richard Pito, Cheng Zhang, et al. 鈥 (ReutersViLNews).鈥 In Canadian Conference on Artificial Intelligence, 2024.

Yang, Hsiu-Wei, Abhinav Agrawal, Pavlos Fragkogiannis, and Shubham Nitin Mulay. 鈥.鈥 In Workshop on Psychology-Informed Information Access Systems (PsyIAS), 2024.

Gao, Sally, Milda Norkute, and Abhinav Agrawal. 鈥.鈥 In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA鈥24), 2024.

Forster, Martina, Claudia Schulz, Prudhvi Nokku, Melicaalsadat Mirsafian, Jaykumar Kasundra, and Stavroula Skylaki. 鈥淭he Right Model for the Job: ,鈥 2024.

See a complete list of TR Labs publications.

AI @ TR Timeline

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We have been at the forefront of innovation for our customers since day one, with some customer segments dating back to the 1800s.

In our early days, we utilized technology to gather, organize, and enhance information. Fast forward to today, and we employ thousands of colleagues in data science, engineering, design, and UX to harness the potential of the latest technology 鈥 including generative AI 鈥 to support our customers. It means we鈥檙e at the forefront of delivering professional-grade AI in the fields of legal, tax, accounting, risk, fraud, compliance, and news, helping our customers get to the right answers faster.

Since 1992, we have maintained a dedicated applied research and development group across our various businesses. Explore the AI @ TR timeline to learn more about our innovation journey.

 

Innovation pipeline

Start with the end user

Identify and integrate the end user, then apply a design-thinking approach.

Define the problem

Articulate the hypothesis to understand what success looks like.

Build and deliver

Prototype concepts, test for viability, and iterate through to production.

Join 抖阴成年 Labs

Decades of working in AI 鈥 Guided by our AI ethics principles 鈥 Flexible work policy 鈥 Competitive benefits package

Labs disciplines and skills

We take a cross-functional approach to building solutions by involving research and data scientists, engineers, and designers at an early stage in our projects. By having embedded teams, we can move quickly, identify obstacles and opportunities early, and ensure a range of perspectives on problem-solving.

Research and data science skills

Machine learning 鈥 Search and recommendation 鈥 Natural-language processing

Engineering skills

Software engineering 鈥 Machine learning and data engineering 鈥 Public cloud

Design skills

User experience research 鈥 User experience design 鈥 User interface design

Internships with 抖阴成年 Labs

A day in the life as a TR Labs Intern
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We鈥檝e designed our internship program to bring highly motivated and talented students and recent graduates into 抖阴成年 Labs. We offer the opportunity to work on revolutionary technology problems in the areas of legal, tax and accounting, media, risk, fraud, and compliance. Our internships provide a unique chance to gain invaluable experience in research, development, and delivery of AI and emerging technologies solutions.

We announce open internship positions throughout the year. They typically last around six months with flexible start and end dates at 抖阴成年 Labs locations in Toronto, London, Zug, and Bangalore. We offer internships in applied research, engineering, and design. If you are interested in the 抖阴成年 Labs internship program, please explore our聽.

Want to know what it鈥檚 like working as an intern with聽抖阴成年 Labs?

Everyone is approachable and kind, and there is no such thing as a silly question. Additionally, TR Labs uses cutting-edge methods to solve problems, meaning as an intern, you get to do challenging work and solve complex problems, which is not often the case.
What I value the most from my internship with TR Labs is the investment in the continuous training of the Labs Researchers. Every week there are opportunities for teammates to share knowledge about different aspects of AI Research and NLP Topics through team calls or lunch & learns.

Hear from our people

At TR Labs, we strive to enhance our products to make users' lives easier and their work more efficient.
The key to our success at TR Labs is that we embrace change and never stop learning. AI is transforming our world; staying curious and continuously learning is essential for excelling.

Please visit the  page for more information.

抖阴成年 Labs
Reaching Globally

We draw our strength from the talents of 26,000 employees across more than 70 countries, and everyone has a chance to contribute and grow professionally in flexible work environments. Join us and help shape the industries that move society forward.