Applied Scientist

Posted:
11/28/2024, 10:01:49 PM

Location(s):
Kitchener, Ontario, Canada ⋅ Ontario, Canada

Experience Level(s):
Mid Level ⋅ Senior

Field(s):
AI & Machine Learning

Workplace Type:
Remote

About Dialpad

Ai that means business

Dialpad pioneered the first Ai-powered customer communications platform that now serves as the secure foundation for all Dialpad products. By bringing all conversations together in one place, businesses of all sizes in any industry can instantly unlock the power of Ai to unite people, automate tasks, streamline workflows, collect data-driven insights, and turn conversations into opportunities that drive growth. Supported by notable investors like Andreessen Horowitz, Google Ventures, and ICONIQ, Dialpad is a dynamic force in AI technology with a rapidly expanding presence. Visit dialpad.com to learn more.

About the team

Our NLP team at Dialpad is a diverse and vibrant group of scientists who come from varied fields such as linguistics, computational linguistics, machine learning, computer science, material science, biology, and quantum physics. We prioritize innovation and creativity in our pursuit to push the boundaries of Natural Language Processing and Artificial Intelligence.

We deliver natural language understanding (NLU) features for transcribed speech and typed inputs. The major focus of the team currently is enhancing DialpadGPT, our in-house LLM specifically designed for the domain of business communication and delivering features that use DialpadGPT. Beyond the technical skills, we're a team that values collaboration, continuous learning, and the application of diverse perspectives to solve complex problems.

Together, our goal is to revolutionize business communications, making it more efficient, accurate, and accessible through the power of ASR, NLP and machine learning. Using a variety of tools and technologies we're driven to continuously improve and refine our products, delivering top-tier solutions to our customers. 

Your role

As an Applied Scientist at Dialpad, you'll be an integral part of our NLP team, working on our in-house LLM, DialpadGPT and other LLMs as we extend our NLP functionality to other languages (French, Italian, German, Spanish, and Dutch). You'll be involved in all stages of model development, from conceptualization to deployment, focusing on enhancing language understanding in business communications. Collaboration will be key as you work alongside our engineering, design, and product teams to build ground-breaking applications.

If you're passionate about language, AI, and contributing to a team that's changing the face of business communications, you'll find yourself right at home with us.

This position reports to the Manager of the NLP team and has the opportunity to be based in our office in Vancouver, BC or Kitchener, ON  or work remotely from anywhere in Canada or the US. 

What you’ll do

  • Develop, implement, and refine state-of-the-art Natural Language Processing and Machine Learning algorithms for Dialpad's products.
  • Conduct rigorous evaluation and monitoring of model performances and troubleshoot issues with a keen understanding of resultant business impacts.
  • Collaborate with cross-functional teams, including engineering, product, and design, to effectively deploy and scale models and algorithms in production.
  • Contribute to the development of DialpadGPT ensuring high accuracy, cost-effectiveness, and optimal performance in serving at scale.
  • Submit papers to top-tier academic conferences and journals and contribute to the broader scientific community by reviewing submissions.

Skills you’ll bring 

  • Master’s or PhD degree in Linguistics, Computational Linguistics, Computer Science, Machine Learning, or related fields.
  • Demonstrated experience with machine learning, Python, Pytorch and other relevant tools and technologies.
  • A broad understanding of current LLM model architectures and techniques for tuning and optimizing LLMs.
  • Strong problem solving and analytical abilities, with the capacity to handle complex technical and analytical problems.
  • Excellent communication and collaboration skills to effectively work in a multi-disciplinary team. Familiarity with version control tools like Git for collaborative projects.

Dialpad benefits and perks

Benefits, time-off, and wellness

An apple a day keeps the doctor away—and it doesn’t hurt that we offer flexible time off and great options for medical, dental, and vision plans for all employees. Along with that, employees also receive a monthly stipend to help cover your cell phone bill, home internet bill, and we reimburse for gym membership costs, a variety of wellness events, and more!

Professional development

Dialpad offers reimbursement for expenses related to professional development, up to an annual limit per calendar year. 

Culture
We’ve been named a Top Workplace seven times, and a big part of this is because of our collaborative culture that elevates our teammates, celebrates wins, and brings together passion and talent. 

Compensation
Teamwork makes the dream work, and Dialpad offers competitive salaries because each and every Dialer participates in our success.

Diversity, Equity, and Inclusion (DEI) at Dialpad

At Dialpad, we are passionate about Doing the Right Thing. This means we are committed to building a values-driven culture that celebrates identity, inclusion and belonging. As a global company, it’s our responsibility to come together to create a culture where all Dialers can Work BeautifullyDelight Our Users, and Innovate Continuously to bring our world-class product to life. 

Every Voice Matters at Dialpad. We build community through our Employee Resource Groups, company-wide celebrations, service days, and a robust internal learning & development program focused on the success of our Dialers.

Don’t meet every single requirement? Studies have shown that women and marginalized groups are less likely to apply to jobs unless they meet every single qualification. At Dialpad we are dedicated to building an inclusive and authentic workplace, so if you’re excited about this role but your past experience doesn’t align perfectly with every qualification in the job description, we encourage you to apply anyways. You may be just the right candidate for this or other roles.

Dialpad is an equal-opportunity employer. We are dedicated to creating a community of inclusion and an environment free from discrimination or harassment.

Dialpad

Website: https://www.dialpad.com/

Headquarter Location: San Francisco, California, United States

Employee Count: 501-1000

Year Founded: 2011

IPO Status: Private

Last Funding Type: Venture - Series Unknown

Industries: Analytics ⋅ Artificial Intelligence (AI) ⋅ Machine Learning ⋅ Messaging ⋅ Natural Language Processing ⋅ Predictive Analytics ⋅ SaaS ⋅ Telecommunications ⋅ Unified Communications ⋅ VoIP