SENIOR MACHINE LEARNING ENGINEER, DATA PLATFORM
Company: Adobe Systems
Location: San Jose
Posted on: October 8, 2024
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Job Description:
Our CompanyChanging the world through digital experiences is
what Adobe's all about. We give everyone-from emerging artists to
global brands-everything they need to design and deliver
exceptional digital experiences! We're passionate about empowering
people to create beautiful and powerful images, videos, and apps,
and transform how companies interact with customers across every
screen. -We're on a mission to hire the very best and are committed
to creating exceptional employee experiences where everyone is
respected and has access to equal opportunity. We realize that new
ideas can come from everywhere in the organization, and we know the
next big idea could be yours!The Opportunity -Firefly is the new
family of creative generative AI models coming to Adobe products
that offers a new way to conceptualize, build, and scale content.
It's a natural extension of the technology Adobe has produced over
the past 40 years. -At the core of Firefly are our commercially
safe AI models trained on hundreds of millions of images owned or
licensed by Adobe. We are hiring for a highly strategic and visible
role to help evolve these models. This is an opportunity to reach
millions of creatives, helping them reinvent the way they work.
-What you will do : Design, architect and build data insight
dashboards and visualizations.Provide reports related to
large-scale data metrics related but not limited to data coverage,
freshness, quality.Work closely with data platform engineers and
architects to identify requirements in order to improve the
flawless operation of the data platform for machine learning and
data science needs.Lead and operate large-scale ETL pipelines in
collaboration with other teams such as data platform engineering
etc.Write high quality, product level code that is easy to maintain
and test following standard methodologies.What you'll need to
succeed:7+yrs of proficiency in Python and SQLExpert in one or more
data science tools such as Pandas, Numpy, Octave, RExperience
building data processing machine learning models in a product
environment (5+ yrs)Experience with machine learning (ML)
frameworks such as Scikit Learn, TensorFlow, PytorchStrong
fundamentals in statistics as well as shown skills in data
visualizations.Hands on experience with high-dimensional, large
datasetsUnderstanding of concepts in machine learning for data
processing (e.g. Anomaly detection, etc.)Experience with A/B
testing and sampling methodsB.S., M.S, or Ph.D. in Computer
Science, Computer Engineering, Statistics, Mathematics, Physics or
a related area#FireflyGenAIOur compensation reflects the cost of
labor across several--- U.S. geographic markets, and we pay
differently based on those defined markets. The U.S. pay range for
this position---is $150,700 -- $284,400 annually. Pay---within this
range varies by work location---and may also depend on job-related
knowledge, skills,---and experience. Your recruiter can share more
about the specific salary range for the job location during the
hiring process.At Adobe, for sales roles starting salaries are
expressed as total target compensation (TTC = base + commission),
and short-term incentives are in the form of sales commission
plans. - Non-sales roles starting salaries are expressed as base
salary and short-term incentives are in the form of the Annual
Incentive Plan (AIP).In addition, certain roles may be eligible for
long-term incentives in the form of a new hire equity award.Adobe
will consider qualified applicants with arrest or conviction
records for employment in accordance with state and local laws and
"fair chance" ordinances.Adobe is proud to be an -Equal Employment
Opportunity -and affirmative action employer. We do not
discriminate based on gender, race or color, ethnicity or national
origin, age, disability, religion, sexual orientation, gender
identity or expression, veteran status, or any other applicable
characteristics protected by law. -Learn more.Adobe aims to make
Adobe.com accessible to any and all users. If you have a disability
or special need that requires accommodation to navigate our website
or complete the application process, email
-accommodations@adobe.com -or call (408) 536-3015.Adobe values a
free and open marketplace for all employees and has policies in
place to ensure that we do not enter into illegal agreements with
other companies to not recruit or hire each other's
employees.SummaryLocation: San Jose; San Francisco; SeattleType:
Full time
Keywords: Adobe Systems, Manteca , SENIOR MACHINE LEARNING ENGINEER, DATA PLATFORM, Engineering , San Jose, California
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