Machine Learning Engineer

What you get to do in this role:

The Platform and AI Technology Organization (PLATO) at ServiceNow is a customer-focused innovation group building intelligent software and smart user experiences using existing and latest advanced technologies to enable end-to-end, industry-leading work experiences for customers. We are a group of researchers, applied scientists, engineers, and product managers with a critical mission to power AI based workflows and solutions.

As part of Core LLM Team, we build and evolve Generative AI based solutions, and partner with teams to build products and end-to-end AI-powered work experiences. In equal measure, we lay the foundations, research, experiment, and de-risk AI technologies that unlock new work experiences in the future.

Requirements

To be successful in this role you have:

• At least 2 years of experience working on AI projects involving automatic language processing technologies .
• 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, prompting approaches and LLM evaluation/benchmarking
• Strong understanding of AI quality evaluation metrics
• Experience in reading papers and implementing algorithms described in papers
• An advanced degree in computer science (MS/PhD) with a major in Natural Language Processing

FD21

Not sure if you meet every qualification? We still encourage you to apply! We value inclusivity, welcoming candidates from diverse backgrounds, including non-traditional paths. Unique experiences enrich our team, and the willingness to dream big makes you an exceptional candidate!

Additional information

Work Personas

We approach our distributed world of work with flexibility and trust. Work personas (flexible, remote, or required in office) are categories that are assigned to ServiceNow employees depending on the nature of their work. Learn more here.

Equal Opportunity Employer

ServiceNow is an equal 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. In addition, all qualified applicants with arrest or conviction records will be considered for employment in accordance with legal requirements.

Accommodations

We strive to create an accessible and inclusive experience for all candidates. If you require a reasonable accommodation to complete any part of the application process, or are unable to use this online application and need an alternative method to apply, please contact [email protected] for assistance.

Export Control Regulations

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

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