Lead Principal Applied Scientist

Archer; Santa Clara (CA); On-site; USD 158,000 - 355,000; Full time

Benefits offered by this job

Medical, dental, and vision insurance

401(k) with company match

Paid time off

Paid holidays

Parental leave

Job summary

Archer, in collaboration with Oracle, is building OCI Networking’s AI-powered digital twin to enable autonomous, safe network operations. The team identifies strategic ML/AI opportunities, designs robust research programs, and develops leading-edge models and architectures to solve complex product problems.

The role leads cross-functional collaboration with science, engineering, and product experts while guiding the research from concept to production and sharing insights with the broader

Responsibilities

• Partner with science, engineering, and product leaders to identify ML/AI use cases.
• Lead end-to-end research programs, surveying literature and building high-quality datasets.
• Design, train, and optimize ML/AI models and solution architectures.
• Guide technical teams to deploy solutions into production and measure impact.
• Publish and present research findings in conferences or journals.

Job description

Archer is collaborating with Oracle to connect them with exceptional professionals for this role.

About The Team

Build OCI Networking’s AI-powered digital twin and agent crew to enable autonomous, safe network operations.

Description

Partners with science, engineering, and product experts and leaders to identify strategic business and product needs, and drives and plans the identification of solutions to address product and/or business problems. Leads the design and execution of research programs; surveying state of the art, preparing high-quality datasets, running POCs/experiments, and designing, training, and optimizing ML/AI models and solution architectures. Guides technical teams to deliver and deploy solutions into production, and ensures delivered solutions successfully solve product and/or business problems. Participates in the research community by publishing and presenting research findings and serving as a keynote speaker.

Key Responsibilities

• Solution Identification –Partners with science, engineering, and product experts and leaders to establish processes for teams to identify and address strategic business and product needs related to the use of machine learning (ML) and/or artificial intelligence (AI).
• Solution Identification –Evaluates the literature and market to understand the difficulty and scope of problems. Leverages understanding and expertise to break down problems for others.
• Solution Identification –Sets science quality standards for the Line of Business (LOB), and leads the end-to-end execution of science strategy to address product and/or business problems.
• Solution Identification –Drives and plans the identification and prioritization of solutions based on the scientific process (e.g., including modeling approaches, evaluation techniques, data collections).
• Solution Identification –Identifies opportunities to apply delivered solutions across product and/or business problems.

Solution Development – Applied Research

• Solution Development – Ensures research proofs-of-concept (POCs) or research experiments are designed to validate proposed solutions, gather robust supporting evidence, and assess the risks and rewards of solutions. Gains buy-in for applied research.
• Solution Development – Leverages subject matter expertise to establish criteria used to select and prepare datasets for use in applied research. Provides expert review of datasets to ensure high quality data is being leveraged and addresses gaps in the data.
• Solution Development – Leads the design and execution of research programs on new theories, tools, and methodologies to transfer and apply state-of-the-art technologies into products and services or make advancements in the field.

Solution Development

• Solution Development – Guides the design, development, and optimization of ML and AI technologies, such as model training/fine-tuning and computation optimizations.
• Solution Development – Leverages subject matter expertise to refine the architecture of ML and AI solutions, such as data, model, training and evaluation, employing best practices.

Solution Development – Articulating Research Insights

• Solution Development – Identifies meaningful insights from highly complex data and metadata sources from analysis and experiments.
• Solution Development – Interprets and communicates insights and findings throughout Oracle.
• Solution Development – Leads the creation of patents, white papers, or other technical documentation related to applied research outcomes.

Solution Delivery – Coding And Documentation

• Solution Delivery – Evaluates and offers guidance on high-complexity code written by team and properly maintains and organizes existing codebase.
• Solution Delivery – Establishes best practices for version control, code review, and code delivery/deployment and guides less experienced team members.
• Solution Delivery – Builds, maintains, and reviews professional documentation for technical processes (experimentation, data collection and analyses, model building).
• Solution Delivery – Owns the repository for the team.

Solution Delivery

• Solution Delivery – Guides technical teams to ensure the successful and timely delivery of solutions and integration of services.
• Solution Delivery – Ensures successful collaboration with software engineers and/or machine learning engineers to deploy solutions into production environments.
• Solution Delivery – Leads the peer review of solutions prior to delivery.
• Solution Delivery – Coordinates the delivery of solutions with applied science team members.
• Solution Delivery – Ensures delivered solutions successfully solve product and/or business problems.
• Solution Delivery – Guides the definition of operational and user feedback metrics and analyzes metrics to inform the technical strategy of the LOB.
• Solution Delivery – Facilitates partnerships with operational teams to evaluate and monitor solutions in production.

Building Research Capability – Research Excellence

• Building Research Capability – Demonstrates expertise and thought leadership within Oracle in at least one business-critical applied research technology area.
• Building Research Capability – Leverages subject matter expertise to apply and guide others to apply domain knowledge and industry best practices to applied research.

Building Research Capability – Research Community Presence

• Building Research Capability – Leads the publication, presentation, and review of research findings and papers in top-tier conferences, research and industry outlets, etc.
• Building Research Capability – Serves as a keynote speaker in conferences or panels.
• Building Research Capability – Participates in the scientific community by providing peer review and feedback.
• Building Research Capability – Establishes collaboration with external research labs in industry, where plausible, or academia.

Core Responsibilities

Planning & Execution

• Manages and provides direction on timelines, deliverables, and budgets when applicable for critical high-impact projects or initiatives that impact the line of business, ensuring timely completion and adherence to requirements.
• Anticipates and plans for shifts in resources or timelines based on changing business priorities, ensuring optimal outcomes.

Collaboration & Partnership

• Influences cross-functional leaders and external stakeholders to gain alignment on strategic objectives.
• Fosters partnerships with key business leaders, stakeholders, and/or customers, identifying opportunities for expanding partnerships and promoting long-term organizational success.
• Champions transparency and inclusivity by actively seeking, listening to, and incorporating diverse perspectives.

Problem Solving

• Leads specialized, advanced problem-solving efforts, serving as an escalation point for complex issues.
• Guides others to leverage innovative data-driven techniques to address ambiguous or novel issues, identify root causes, and drives the implementation of solutions that prevent future issues.

Continuous Learning

• Leverages deep industry knowledge and expertise to serve as a thought leader within the organization.
• Contributes to the advancement of the field or industry through thought leadership (e.g., conference presentations, white papers, research contributions).
• Maintains and evolves expertise in relevant areas by proactively monitoring emerging trends, technologies, and industry standards, ensuring the organization remains current with best practices.
• Champions continuous learning and knowledge sharing, promoting professional development across teams.
• Applies new knowledge to drive advancement and mentors others to do the same.

Continuous Improvement

• Develops innovative solutions and drives the implementation of ideas that increase the efficiency and effectiveness of processes, protocols, and workflows across the organization.
• Evaluates effectiveness of updated approaches and methods for continued improvement to enhance efficiencies and ensure changes align with organizational goals.
• Designs and develops metrics to measure success of improvement initiatives.

Performance And Development

• Serves as a subject matter expert regarding talent needs and organizational talent strategy.
• Imparts leadership and expert knowledge throughout the talent development pipeline including candidate interviews, candidate assessment, and hiring decisions, ensuring alignment with organizational talent strategy.

Qualifications

Disclaimer:

Certain U.S. based or U.S. customer or client-facing roles may be required to comply with applicable requirements, such as immunization/occupational health mandates, and/or drug testing requirements.

Range and benefit information provided in this posting are specific to the stated locations only

US: Hiring Range in USD from: $158,300 to $355,400 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, 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

The role will generally accept applications for at least three calendar days from the posting date or as long as the job remains posted.

Career Level - IC5