Senior Machine Learning Developer
Company: ServiceNow
Location: Ontario
Posted on: April 22, 2024
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Job Description:
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 7,700+ customers, we serve approximately
85% of the Fortune 500 -, and we're proud to be one of FORTUNE 100
Best Companies to Work For - and World's Most Admired Companies---.
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 ServiceNow Research
carries out fundamental research to push the limits of what AI can
do for the enterprise. - In turn, those learning are passed along
to our engineering and product teams through our innovation
pipeline. Here is a chance to be part of the Emerging Capabilities
Lab, a team that bridges the gap between fundamental research and
product, by doing applied research at the forefront of modern AI,
ML, and LLM research. - ServiceNow Research is a key player in
developing NowLLMs, large language models built explicitly for our
enterprise use cases at ServiceNow. It is our Applied Labs that are
getting their hands dirty in the difficult but exciting work of
training and evaluating these NowLLMs, and of incorporating best
practices and innovations from this fast paced field. As a member
of the Emerging Capabilities Lab, you will be contributing directly
to our efforts to make ServiceNow the defining enterprise software
company of the 21st century. - What will do in this Role? -
Research developers supercharge fundamental and applied research.
In this role, you will be an AI applied research expert who will
work mainly on the efficiency of large language models and
inference time optimization. As models scale, questions of how to
extract the best performance at inference time become crucial in
the enterprise context. As an expert in this field, you will
experiment with various state of the art techniques for improving
inference time, memory, and performance. - This means having a
strong understanding of and keeping up with the literature in
distillation, quantization, sparsification, speculative decoding
techniques, and everything that comes along with how we make
efficient use of our NowLLMs. - We are looking for someone with
strong coding skills who is an expert at operationalizing AI
innovations and developing robust and reliable AI systems. You need
to be able to analyze problems and requirements with a critical
eye, identify and apply appropriate tools and techniques in a
quickly changing tech space, and quickly validate your approaches
and ideas. - You will thrive in this role by being self-directed,
staying on top of the latest research in the area, weighing the
value of an approach, and quickly executing on experiments to
validate your ideas. As part of the Emerging Capabilities Lab, good
communication skills are a must to bridge the gap from fundamental
research to early production work. -
Keywords: ServiceNow, Hesperia , Senior Machine Learning Developer, IT / Software / Systems , Ontario, California
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