Principal Machine Learning Engineer (OCI/GEN AI)
Company: Oracle
Location: Bismarck
Posted on: April 15, 2024
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Job Description:
Job Description
At Oracle Cloud Infrastructure (OCI), we build the future of the
cloud for Enterprises as a diverse team of fellow creators and
inventors. We act with the speed and attitude of a start-up, with
the scale and customer-focus of the leading enterprise software
company in the world.
Oracle Generative AI Service is an exciting team in Oracle Cloud
Infrastructure. We are delivering innovative services at the
intersection of artificial intelligence and cloud infrastructure.
In Generative AI Service team, you will build and operate
massive-scale cloud services leveraging state of art machine
learning technologies. We are committed to providing the best in
cloud products to meet the needs of our customers who are tackling
some of the world's most challenging problems.
You will be part of a team of smart, hands-on engineers with the
expertise and passion to solve difficult problems in distributed
highly available services and virtualized infrastructure. At every
level, our engineers have a significant technical and business
impact by designing and building innovative new systems to power
our customer's business critical applications.
As a Principal Machine Learning Engineer in Generative AI Service
team, you will be leading the effort of building distributed,
scalable, high-performance AI model training and serving systems in
partnership with our applied scientists and software engineers. You
will dive deep into model structure to optimize model performance
and scalability. You will build state of art systems with
cutting-edge technologies in this fast evolving area. you will play
a key role in shaping the future of Generative AI at Oracle, with
an emphasis on Large Language Models (LLMs) and Multi-modality
Models. Your contributions will be pivotal in delivering our new
Generative AI-powered services for large scale enterprise
customers.
Responsibilities
Responsibilities:
Collaborate with product managers to translate business and product
requirements into AI projects.
Collaborate with fellow technical leaders to ensure the successful
and timely delivery of models and integration of services.
Coordinate with global teams to drive projects from research to
production.
Develop new OCI services and features leveraging recent advances in
generative AI, machine learning and deep learning.
Design and review the architecture of generative AI, including
data, model, training, and evaluation, employing best
practices.
Lead and mentor both junior and senior machine learning
engineers.
Develop production code and advocate for the best coding and
engineering practices.
Participate in project planning, review, and retrospective
sessions.
Identify and mitigate risks in our plans and executions, especially
at the intersection of business and engineering.
Qualifications and Experience:
Demonstrated experience in designing and implementing scalable AI
models for production.
Deep technical understanding of Machine Learning, Deep Learning
architectures like Transformers, training methods, and
optimizers.
Practical experience with the latest technologies in LLM and
generative AI, such as parameter-efficient fine-tuning, instruction
fine-tuning, and advanced prompt engineering techniques like
Tree-of-Thoughts.
Hands-on experience with emerging LLM frameworks and plugins, such
as LangChain, LlamaIndex, VectorStores and Retrievers, LLM Cache,
LLMOps (MLFlow), LMQL, Guidance, etc.
Proven experience in designing data collection/annotation solutions
and systematic evaluation necessary for developing and maintaining
production systems.
Commitment to staying up-to-date with the field and applying
academic advances to solve complex business problems, and bringing
them into production.
Strong publication record, including as a lead author or reviewer,
in top-tier journals or conferences.
Experienced leading junior machine learning engineer.
Preferred Qualifications:
Knowledge of LLM and experience delivering Generative AI And Agent
models are a significant plus.
Familiarity and experience with the latest advancements in computer
vision and multimodal modeling is a plus.
Education:
PhD in Computer Science, Mathematics, Statistics, Physics,
Linguistics or a related field with a dissertation, thesis or final
project centered in Machine Learning and Deep Learning) with 3+
years relevant experience is preferred but not a must; OR
Masters or Bachelor's in related field with 5+ years relevant
experience
Oracle is committed to incorporating generative AI into our
enterprise applications and workflows for business users. This role
presents a unique opportunity to work on pioneering AI technologies
and contribute to Oracle's Generative AI strategy. At Oracle, we
value diversity and encourage continuous learning for career
growth. Come join our team to make a significant difference!
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 locations only
US: Hiring Range: from $94,200 to $223,500 per annum. May be
eligible for bonus and equity.
Oracle maintains broad salary ranges for its roles in order to
account for variations in knowledge, skills, experience, market
conditions and locations, 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 US 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
As a world leader in cloud solutions, Oracle uses tomorrow's
technology to tackle today's problems. True innovation starts with
diverse perspectives and various abilities and backgrounds.
When everyone's voice is heard, we're inspired to go beyond what's
been done before. It's why we're committed to expanding our
inclusive workforce that promotes diverse insights and
perspectives.
We've partnered with industry-leaders in almost every sector-and
continue to thrive after 40+ years of change by operating with
integrity.
Oracle careers open the door to global opportunities where
work-life balance flourishes. We offer a highly competitive suite
of employee benefits designed on the principles of parity and
consistency. We put our people first with flexible medical, life
insurance and retirement options. We also encourage employees to
give back to their communities through our volunteer programs.
We're committed to including people with disabilities at all stages
of the employment process. If you require accessibility assistance
or accommodation for a disability at any point, let us know by
calling +1 888 404 2494, option one.
Disclaimer:
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, Bismarck , Principal Machine Learning Engineer (OCI/GEN AI), Engineering , Bismarck, North Dakota
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