Applied Research Engineer

Company Description

At ServiceNow, our technology makes the world work for everyone, and our people make it possible. We move fast because the world can’t wait, and we innovate in ways no one else can for our customers and communities. By joining ServiceNow, you are part of an ambitious team of change makers who have a restless curiosity and a drive for ingenuity. We know that your best work happens when you live your best life and share your unique talents, so we do everything we can to make that possible. We dream big together, supporting each other to make our individual and collective dreams come true. The future is ours, and it starts with you. 

With more than 7,400+ customers, we serve approximately 80% of the Fortune 500, and we're proud to be one of FORTUNE's 100 Best Companies to Work For® and World's Most Admired Companies® 2022.

Learn more on Life at Now blog and hear from our employees about their experiences working at ServiceNow.

Unsure if you meet all the qualifications of a job description but are deeply excited about the role? We still encourage you to apply! At ServiceNow, we are committed to creating an inclusive environment where all voices are heard, valued, and respected. We welcome all candidates, including individuals from non-traditional, varied backgrounds, that might not come from a typical path connected to this role. We believe skills and experience are transferrable, and the desire to dream big makes for great candidates.

Job Description

What you get to do in this role:

The Advanced Technology Group at ServiceNow specializes in solving fundamental business problems using Machine Learning. This group has platform engineers, machine learning engineers and research engineers, working together under a single engineering leader to take solutions from proof of concept to production.

Applied research engineers are expected to find innovative and cost-effective solutions to key problems, deliver high quality code, and work with machine learning engineers to take the solution to production.

Qualifications

To be successful in this role you have:

• An advanced degree in computer science (MS/PhD) with a major in Natural Language Processing

• 2+ years of work experience after graduating with the above-mentioned educational qualification

• Solid software development skills in Python/C++/Java

• Experience in training transformer-based language models and their variants (T5, BART, BERT etc)

• Knowledge of transformer architecture and impacts of modifying the same

• Experience in using GPUs to train deep learning models

• Good knowledge of solving industrial problems using deep learning models with NLP related use-cases

• Strong understanding of model compression via parameter quantization, distillation, teacher-student training techniques

• Strong understanding of large language models, and prompting approaches

• Strong understanding of AI quality evaluation metrics

• Experience in reading papers and implementing algorithms described in papers

Additional Information

ServiceNow is an Equal Employment Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, national origin or nationality, ancestry, age, disability, gender identity or expression, marital status, veteran status or any other category protected by law.

At ServiceNow, we lead with flexibility and trust in our distributed world of work. Click here to learn about our work personas: flexible, remote and required-in-office.

If you require a reasonable accommodation to complete any part of the application process, or are limited in the ability or unable to access or use this online application process and need an alternative method for applying, you may contact us at talent.acquisition@servicenow.com for assistance.

For positions requiring access to technical data subject to export control regulations, including Export Administration Regulations (EAR), ServiceNow may have to obtain export licensing approval from the U.S. Government for certain individuals. All employment is contingent upon ServiceNow obtaining any export license or other approval that may be required by the U.S. Government.

Please Note: Fraudulent job postings/job scams are increasingly common. Click here to learn what to watch out for and how to protect yourself. All genuine ServiceNow job postings can be found through the ServiceNow Careers site.

From Fortune. © 2022 Fortune Media IP Limited All rights reserved. Used under license.

Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of, ServiceNow.