Sr Principal Data Scientist/ML Engineer
Company: Oracle
Location: Salt Lake City
Posted on: May 28, 2023
|
|
|
Job Description:
Job Description
Oracle's Software Assurance organization has the mission to make
application security and software assurance, at scale, a reality.
The ML Assurance team, as part of the Software Assurance org, is an
inclusive and diverse team of high caliber data science and ML
application researchers and engineers, distributed globally, who
thrive on new challenges. We are seeking an experienced Machine
Learning Engineer or Data Scientist with technical expertise in
Recommender Systems, Natural Language Processing (NLP), and
Computer Vision, to join our growing team of multidisciplinary data
science and ML experts. As a Senior Principal Data Scientist, you
will work closely with the technical and research teams on
innovative, strategic projects including advanced applications of
ML for the organization. This role is responsible for the technical
direction of the team and for communication with both internal and
external stakeholder leadership teams, and must demonstrate
critical thinking abilities, outstanding communication skills,
project management experience and the ability to lead other
experienced technical professionals.
What we offer
Being part of one of the most strategic departments of Oracle,
cooperating with an international team of data science and ML
experts with diverse backgrounds worldwide.
Opportunities for career growth and technical leadership
Exposure to cutting edge applications of AI/ML and the opportunity
to work with research teams on innovative solutions
Evaluating and understanding large production deep learning systems
composed of dozens of models.
Building frameworks to audit the performance of deep learning
systems and to understand how well they are aligned with their
design criteria.
Developing novel metrics that provide analytical insights to
non-technical stakeholders into how well these kinds of systems are
operating.
Required skills
BS in Computer Science, Data Science, Machine Learning, or related
technical fields
At least 10 years of hands-on experience (may include graduate
studies in computer science or related technical fields) with
increasing scope in developing and implementing ML solutions
Experience should include 4+ years in roles with technical
leadership scope in Data Science or ML Engineering
Act as a leader on large-scale company initiatives and be viewed by
peers as a leader and top contributor and by line management as a
key business partner.
Thorough understanding of CS fundamentals including data
structures, algorithms, and complexity analysis
Strong software development experience through hands on coding in
Python
Detailed knowledge of machine learning concepts and models
Detailed knowledge of modern deep learning models including but not
limited to FCN, CNN, RNN, Autoencoders, Transformers, and Language
models like BERT, GPT, or T5
Hands-on experience implementing models using scikit-learn,
TensorFlow, or PyTorch
Familiarity with version control practices, containers, MLOps
Familiarity with at least one cloud platform
Experience in formulating analytical problems into actionable
research and applying advanced machine learning techniques for
problem solving
Good communication skills to convey sophisticated topics in
straightforward terms to stakeholders (internal or external)
A drive to solve hard problems at scale
Experience in technical writing, project documentation, and/or
technical publications
Preferred Skills
MS/PhD in Computer Science, Data Science, Machine Learning, or
related technical fields
Familiarity with Learning to Rank models
Experience with recommender systems, especially deep learning-based
recommender systems
Experience with content moderation systems
Experience with computer vision models
Experience with generative AI models
Familiarity with serverless architecture, ML model hosting
strategies, and model testing techniques
Familiarity with model risk management techniques
Travel
Disclaimer:
Certain US customer or client-facing roles may be required to
comply with applicable requirements, such as immunization and
occupational health mandates.
Range and benefit information provided in this posting are specific
to the stated location(s)
California Pay Range: from $135,100 to $285,400 per annum. May be
eligible for bonus, equity, and compensation deferral.
Colorado Pay Range: from $127,600 to $256,900 per annum. May be
eligible for bonus, equity, and compensation deferral.
New York City Pay Range: from $127,600 to $271,100 per annum. May
be eligible for bonus, equity, and compensation deferral.
Washington Pay Range: from $142,600 to $271,100 per annum. May be
eligible for bonus, equity, and compensation deferral.
Oracle maintains broad salary ranges for its roles in order to
account for variations in knowledge, skills, experience and market
conditions, as well as reflect Oracle's differing products,
industries and lines of business.
Candidates are typically placed into the range based on the
preceding factors as well as internal peer equity.
Oracle offers a comprehensive benefits package which includes the
following:
Medical, dental, and vision insurance, including expert medical
opinion
Short term disability and long term disability
Life insurance and AD&D
Supplemental life insurance (Employee/Spouse/Child)
Health care and dependent care Flexible Spending Accounts
Pre-tax commuter and parking benefits
401(k) Savings and Investment Plan with company match
Paid time off: Flexible Vacation is provided to all eligible
employees assigned to a salaried (non-overtime eligible) position.
Accrued Vacation is provided to all other employees eligible for
vacation benefits. For employees working at least 35 hours per
week, the vacation accrual rate is 13 days annually for the first
three years of employment and 18 days annually for subsequent years
of employment. Vacation accrual is prorated for employees working
between 20 and 34 hours per week. Employees working fewer than 20
hours per week are not eligible for vacation.
11 paid holidays
Paid sick leave: 72 hours of paid sick leave upon date of hire.
Refreshes each calendar year. Unused balance will carry over each
year up to a maximum cap of 112 hours.
Paid parental leave
Adoption assistance
Employee Stock Purchase Plan
Financial planning and group legal
Voluntary benefits including auto, homeowner and pet insurance
About Us
An Oracle career can span industries, roles, Countries and
cultures, giving you the opportunity to flourish in new roles and
innovate, while blending work life in. Oracle has thrived through
40+ years of change by innovating and operating with integrity
while delivering for the top companies in almost every
industry.
In order to nurture the talent that makes this happen, we are
committed to an inclusive culture that celebrates and values
diverse insights and perspectives, a workforce that inspires
thought leadership and innovation.
Oracle offers a highly competitive suite of Employee Benefits
designed on the principles of parity, consistency, and
affordability. The overall package includes certain core elements
such as Medical, Life Insurance, access to Retirement Planning, and
much more. We also encourage our employees to engage in the culture
of giving back to the communities where we live and do
business.
At Oracle, we believe that innovation starts with diversity and
inclusion and to create the future we need talent from various
backgrounds, perspectives, and abilities. We ensure that
individuals with disabilities are provided reasonable accommodation
to successfully participate in the job application, interview
process, and in potential roles. to perform crucial job
functions.
That's why we're committed to creating a workforce where all
individuals can do their best work. It's when everyone's voice is
heard and valued that we're inspired to go beyond what's been done
before.
Oracle is an Equal Employment Opportunity Employer ***** . All
qualified applicants will receive consideration for employment
without regard to race, color, religion, sex, national origin,
sexual orientation, gender identity, disability and protected
veterans' status, or any other characteristic protected by law.
Oracle will consider for employment qualified applicants with
arrest and conviction records pursuant to applicable law.
*** Which includes being a United States Affirmative Action
Employer**
Keywords: Oracle, Salt Lake City , Sr Principal Data Scientist/ML Engineer, Accounting, Auditing , Salt Lake City, Utah
|
Click
here to apply!
|
