DATA SCIENTIST III
Company: Applied Materials
Location: Santa Clara
Posted on: October 17, 2024
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Job Description:
Who We AreApplied Materials is the global leader in materials
engineering solutions used to produce virtually every new chip and
advanced display in the world. We design, build and service
cutting-edge equipment that helps our customers manufacture
semiconductor chips - the brains of devices we use every day. As
the foundation of the global electronics industry, Applied enables
the exciting technologies that literally connect our world - like
AI and IoT. If you want to work beyond the cutting-edge,
continuously pushing the boundaries of -science and engineering to
make possible -the next generations of technology, join us to Make
Possible a Better Future.Our group develops AI/ML capabilities and
software used daily by Applied and customer engineers for
accelerating and optimizing process development on Applied tools.
We are looking for a Data Scientist with experience AI/ML algorithm
development to join our group and be a critical part of scaling the
user base and capabilities of our software and its value to our
business.Key ResponsibilitiesResearch, develop, and adopt advanced
analytical, statistical, and machine learning methodologies to
solve semiconductor equipment and process development problems.Work
with process engineers to understand and define process development
problems and develop data science solutionsDevelop new machine
learning algorithms by extending existing common code base.Develop
code usable by others following best known coding standards and
design patterns.Implement modular, scalable, efficient, and robust
algorithms that can be integrated into software products.
Troubleshoot, debug, and improve as needed.Be a team player, a part
of a the strong engineering culture emphasizing collaboration and
communication, and focus on objectives.Collaborate with
stakeholders to identify opportunities for algorithms, define
deliverables, and drive towards new productized capabilities.
-QualificationsM.S. or Ph.D. in one of the core engineering field,
physics, chemistry, mathematics, statistics, or computer
scienceExperience of 6+ years with a Master's or 4+ years of with a
PhD in data analysis and machine learning algorithm development in
solving complex engineering problemsExperience in implementing
advanced machine learning algorithms for regression, feature
detection, optimization, and classification problems.Solid
background in mathematics (linear algebra, statistics, calculus),
sequential modelling, deep learning, and Bayesian
techniquesExperience with utilizing HPC and MLOpsStrong analytical
and problem-solving skills, with demonstrated examples of execution
from concept and feasibility to product deployment.Proficiency in
Python programming, solid foundation in data structures, code
design patterns and algorithms.Solid knowledge in machine learning
frameworks (PyTorch, TensorFlow, SciPy, NumPy, Pandas,
etc.)Interface closely with cross-functional team (marketing,
engineering, software) to define requirements, gather domain
knowledge, and write software specificationsExcellent communication
skills to crisply communicate technical content and results to
cross functional teams and stakeholders.Ability to drive towards
general R&D direction while delivering specific use case driven
capabilities under deadlines.Ability to work independently with
minimal direction, excellent teamwork and customer focus.What We
OfferAt Applied, we prioritize the well-being of you and your
family. - Your happiness, health, and resiliency are at the core of
our benefits and wellness programs. - Our robust total rewards
package makes it easier to take care of your whole self and your
whole family. - We're committed to providing programs and support
that encourage personal and professional growth and care for you at
work, at home, or wherever you may
go.QualificationsEducation:Bachelor's
DegreeSkills:Certifications:Languages:Years of Experience:4 - 7
YearsWork Experience:Additional InformationTime Type:Full
timeEmployee Type:New College GradTravel:NoRelocation
Eligible:YesU.S. Salary Range:$152,000.00 - $209,000.00The salary
offered to a selected candidate will be based on multiple factors
including location, hire grade, job-related knowledge, skills,
experience, and with consideration of internal equity of our
current team members. In addition to a comprehensive benefits
package, candidates may be eligible for other forms of compensation
such as participation in a bonus and a stock award program, as
applicable. For all sales roles, the posted salary range is -the
Target Total Cash (TTC) range for the role, which is the sum of
base salary and target bonus amount at 100% goal
achievement.Applied Materials is an Equal Opportunity Employer
committed to diversity in the workplace. All qualified applicants
will receive consideration for employment without regard to race,
color, national origin, citizenship, ancestry, religion, creed,
sex, sexual orientation, gender identity, age, disability, veteran
or military status, or any other basis prohibited by law.
-SummaryLocation: Santa Clara,CAType: Full time
Keywords: Applied Materials, Rancho Cordova , DATA SCIENTIST III, Other , Santa Clara, California
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