Principal Applied Scientist - Robotics
for section headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We must not repeat job title as heading. We must include sections only when posting has real specific content. We need to extract content.
Let's parse the posting:
- Intro paragraph: "Job Description The IC4 Applied Scientist for Robotics, Perception, and Embodied AI will serve as a senior technical leader responsible for defining, prototyping, and delivering AI capabilities for commercially viable robotic systems. This role partners across science, software engineering, product, and hardware teams to identify high-impact opportunities, translate ambiguous product needs into research and engineering roadmaps, and guide end-to-end solution development from data collection and experimentation through production deployment. The scientist will lead applied research in multi-sensor fusion, real-time signals, perception, multimodal reasoning, reinforcement learning, and action-conditioned planning, with a strong bias for hands-on execution and full-stack delivery."
That's about the role. Could be "About the role". We'll put About the role
then
with that paragraph. - Responsibilities: There's a "Responsibilities" heading then subheadings: "Key Responsibilities", then bullet points under categories: Solution Identification and Strategy, Applied Research and Model Development, Solution Delivery and Production Integration, Research Leadership and Influence. Each has bullet points (multiple sentences). We need to output a
- for any list of duties/requirements/benefits. So we can combine all responsibilities into a list? Or we could keep subheadings? The instruction: Use
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). Use
- for any list of duties/requirements/benefits, and
for prose. So we can have a Responsibilities section with
Responsibilities
then a- containing each responsibility item (maybe each bullet). We should preserve all substantive information; do not invent or summarize away detail. So we need to list each bullet point as
- . The bullet points are long sentences; we can keep them.
Let's extract bullet points:
Under Solution Identification and Strategy:
- Partner with science, engineering, product, and hardware leaders to identify strategic product needs where robotics, perception, and embodied AI can create measurable customer and business impact.
- Evaluate academic literature, industry benchmarks, robotics platforms, and commercially viable robot APIs to assess feasibility, technical difficulty, and delivery risks.
- Break down ambiguous robotics and AI problems into clear research plans, model architectures, data requirements, evaluation criteria, and production milestones.
- Set science quality standards for applied robotics workstreams, including perception accuracy, latency, robustness, safety, reliability, and operational feedback metrics.
- Prioritize solutions using the scientific process, including modeling approaches, evaluation techniques, data collection strategies, and risk/reward tradeoffs.
Applied Research and Model Development:
- Lead the design and execution of research programs and POCs for sensors, multi-sensor fusion, real-time signal processing, and perception systems.
- Develop and guide approaches for object detection, tracking, activity recognition, scene understanding, and related perception capabilities in real-world environments.
- Advance multimodal AI systems that combine signals such as camera, depth, lidar, audio, telemetry, proprioception, and task context.
- Apply reinforcement learning, action-conditioned planning, decision-making, and reasoning methods to enable robot behaviors that are robust, measurable, and product-relevant.
- Define dataset strategy, data quality criteria, labeling approaches, simulation or synthetic data opportunities, and evaluation protocols for robotics and embodied AI use cases.
- Guide model training, fine-tuning, optimization, inference design, and compute/latency tradeoffs for real-time or near-real-time deployment scenarios.
Solution Delivery and Production Integration:
- Lead full-stack execution across experimentation, data pipelines, model development, evaluation, deployment integration, and production monitoring.
- Partner closely with software engineering, machine learning engineering, hardware teams, and product stakeholders to integrate AI capabilities into robotic systems and services.
- Evaluate and review high-complexity code, establish best practices for repositories, version control, code review, documentation, testing, and delivery readiness.
- Define operational metrics and user feedback loops to assess delivered solutions in production and inform future technical strategy.
- Serve as an escalation point for complex robotics, AI, perception, and systems integration issues, driving root-cause analysis and durable solutions.
Research Leadership and Influence:
- Demonstrate thought leadership in at least one business-critical area such as robot perception, multimodal systems, sensor fusion, reinforcement learning, or embodied AI.
- Translate research insights into clear technical recommendations, patents, white papers, design documents, demos, or conference-quality publications where appropriate.
- Mentor and guide scientists and engineers, raising the bar for applied research rigor, experimentation quality, and production readiness.
- Establish productive collaborations with internal teams, external research groups, academic partners, or commercial robotics ecosystem partners where relevant.
Now Requirements: The posting has "Core Competencies" and "Required Technical Expertise" and "Minimum Qualifications". The instruction says use headings like Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We need to decide which sections to include.
We have "Core Competencies" (list of bullet-like sentences). Could be considered Skills. Also "Required Technical Expertise" (list). Also "Minimum Qualifications" (list of education/experience combos). Also "Preferred Qualifications". Also "Success Profile". Also "Qualifications Disclaimer". Also "Range and benefit information". Also "About Us". Also "Career Level - IC4". Also "About Us" etc.
We need to include sections only when posting has real specific content. We must not create Pay/Schedule/Benefits unless posting actually states them. The posting does state Pay: "Range and benefit information provided in this posting are specific to the stated locations only US: Hiring Range in USD from: $126,200 - $264,100 per year. May be eligible for bonus, equity, and compensation deferral." Also benefits: "Oracle US offers a comprehensive benefits package which includes the following: ..." So we should include Pay and Benefits sections.
Schedule: Not mentioned. So we should not include Schedule.
We need to decide on sections: About the role, Responsibilities, Requirements (maybe Minimum Qualifications?), Qualifications (maybe Preferred Qualifications?), Skills (Core Competencies + Required Technical Expertise?), Benefits, Pay.
But we must not repeat job title as heading. Already not.
We need to avoid filler like "commensurate with experience". Not present.
We need to preserve all substantive information; do not invent or summarize away detail. So we need to include all details from Minimum Qualifications, Preferred Qualifications, Core Competencies, Required Technical Expertise, Success Profile, Qualifications Disclaimer, Range and benefit information, About Us, Career Level? The career level is just "IC4". Might be minor metadata; we could fold into a short
or drop. Probably drop. We need to remove boilerplate: cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. The posting includes EEO statement at end: "Oracle is an Equal Employment Opportunity Employer..." That's boilerplate; we should remove. Also accommodation request line etc. Also "The role will generally accept applications for at least three calendar days..." that's application instructions; remove. Also "About Us" maybe not boilerplate but could be considered company description; we might keep as part of About the role? But we already have About the role; we could incorporate About Us into About the role? The instruction: "Prefer a few substantive sections over many thin ones." So we could combine About the role and About Us into one About the role section? But we already have About the role paragraph from job description; we could add the About Us paragraph as additional prose in same section. That seems okay. We need to output only HTML fragment, no /, no markdown fences. Let's plan sections:
About the role
Job Description The IC4 Applied Scientist for Robotics, Perception, and Embodied AI will serve as a senior technical leader responsible for defining, prototyping, and delivering AI capabilities for commercially viable robotic systems. This role partners across science, software engineering, product, and hardware teams to identify high-impact opportunities, translate ambiguous product needs into research and engineering roadmaps, and guide end-to-end solution development from data collection and experimentation through production deployment. The scientist will lead applied research in multi-sensor fusion, real-time signals, perception, multimodal reasoning, reinforcement learning, and action-conditioned planning, with a strong bias for hands-on execution and full-stack delivery. Oracle brings together the data, infrastructure, applications, and expertise to power everything from industry innovations to life-saving care. And with AI embedded across our products and services, we help customers turn that promise into a better future for all. Discover your potential at a company leading the way in AI and cloud solutions that impact billions of lives. True innovation starts when everyone is empowered to contribute. That’s why we’re committed to growing a workforce that promotes opportunities for all with competitive benefits that support our people 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 emailing accommodation-request_mb@oracle.com or by calling 1-888-404-2494 in the United States.
But we need to remove accommodation request line? That's part of EEO/accommodation boilerplate? It's about accommodation request; might be considered EEO/accommodation. The instruction says remove EEO/equal-opportunity/scam-warning boilerplate. The accommodation request line is part of EEO? It's about providing accommodation for disability; that's EEO-related. So we should remove that line. Also the line about Oracle being an Equal Employment Opportunity Employer etc. Remove. Thus About the role paragraph should include the job description and the "About Us" paragraph (the part about Oracle bringing together data...). We'll keep that. Now Responsibilities section:Responsibilities
- with each bullet as
- . We'll need to ensure we keep the exact sentences.
Now Requirements: Could be Minimum Qualifications. Let's make a section
Minimum Qualifications
maybe under Requirements? The instruction says use headings like Requirements, Qualifications, Skills, Benefits, Pay, Schedule. It doesn't forbid using Minimum Qualifications as a heading? It says usefor section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). It gives examples but not exclusive. However to be safe, we could map Minimum Qualifications to Requirements heading. And Preferred Qualifications to Qualifications heading. Core Competencies and Required Technical Expertise could be Skills. But we also have Success Profile; maybe we could incorporate into About the role or Skills? Might be thin. Better to include as a separate section? But we want few substantive sections. Could combine Skills and Success Profile into Skills section. Let's think: The instruction: "Use
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." It suggests these are the allowed headings. It doesn't say we cannot use other headings, but it says use those for section headings. Likely they expect us to use those headings only. So we should map content to those headings. Thus we need sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay. (Schedule omitted). We must
- . We'll need to ensure we keep the exact sentences.
Now Requirements: Could be Minimum Qualifications. Let's make a section
- . The bullet points are long sentences; we can keep them.
Let's extract bullet points:
Under Solution Identification and Strategy:
- Partner with science, engineering, product, and hardware leaders to identify strategic product needs where robotics, perception, and embodied AI can create measurable customer and business impact.
- Evaluate academic literature, industry benchmarks, robotics platforms, and commercially viable robot APIs to assess feasibility, technical difficulty, and delivery risks.
- Break down ambiguous robotics and AI problems into clear research plans, model architectures, data requirements, evaluation criteria, and production milestones.
- Set science quality standards for applied robotics workstreams, including perception accuracy, latency, robustness, safety, reliability, and operational feedback metrics.
- Prioritize solutions using the scientific process, including modeling approaches, evaluation techniques, data collection strategies, and risk/reward tradeoffs.
Applied Research and Model Development:
- Lead the design and execution of research programs and POCs for sensors, multi-sensor fusion, real-time signal processing, and perception systems.
- Develop and guide approaches for object detection, tracking, activity recognition, scene understanding, and related perception capabilities in real-world environments.
- Advance multimodal AI systems that combine signals such as camera, depth, lidar, audio, telemetry, proprioception, and task context.
- Apply reinforcement learning, action-conditioned planning, decision-making, and reasoning methods to enable robot behaviors that are robust, measurable, and product-relevant.
- Define dataset strategy, data quality criteria, labeling approaches, simulation or synthetic data opportunities, and evaluation protocols for robotics and embodied AI use cases.
- Guide model training, fine-tuning, optimization, inference design, and compute/latency tradeoffs for real-time or near-real-time deployment scenarios.
Solution Delivery and Production Integration:
- Lead full-stack execution across experimentation, data pipelines, model development, evaluation, deployment integration, and production monitoring.
- Partner closely with software engineering, machine learning engineering, hardware teams, and product stakeholders to integrate AI capabilities into robotic systems and services.
- Evaluate and review high-complexity code, establish best practices for repositories, version control, code review, documentation, testing, and delivery readiness.
- Define operational metrics and user feedback loops to assess delivered solutions in production and inform future technical strategy.
- Serve as an escalation point for complex robotics, AI, perception, and systems integration issues, driving root-cause analysis and durable solutions.
Research Leadership and Influence:
- Demonstrate thought leadership in at least one business-critical area such as robot perception, multimodal systems, sensor fusion, reinforcement learning, or embodied AI.
- Translate research insights into clear technical recommendations, patents, white papers, design documents, demos, or conference-quality publications where appropriate.
- Mentor and guide scientists and engineers, raising the bar for applied research rigor, experimentation quality, and production readiness.
- Establish productive collaborations with internal teams, external research groups, academic partners, or commercial robotics ecosystem partners where relevant.
Now Requirements: The posting has "Core Competencies" and "Required Technical Expertise" and "Minimum Qualifications". The instruction says use headings like Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We need to decide which sections to include.
We have "Core Competencies" (list of bullet-like sentences). Could be considered Skills. Also "Required Technical Expertise" (list). Also "Minimum Qualifications" (list of education/experience combos). Also "Preferred Qualifications". Also "Success Profile". Also "Qualifications Disclaimer". Also "Range and benefit information". Also "About Us". Also "Career Level - IC4". Also "About Us" etc.
We need to include sections only when posting has real specific content. We must not create Pay/Schedule/Benefits unless posting actually states them. The posting does state Pay: "Range and benefit information provided in this posting are specific to the stated locations only US: Hiring Range in USD from: $126,200 - $264,100 per year. May be eligible for bonus, equity, and compensation deferral." Also benefits: "Oracle US offers a comprehensive benefits package which includes the following: ..." So we should include Pay and Benefits sections.
Schedule: Not mentioned. So we should not include Schedule.
We need to decide on sections: About the role, Responsibilities, Requirements (maybe Minimum Qualifications?), Qualifications (maybe Preferred Qualifications?), Skills (Core Competencies + Required Technical Expertise?), Benefits, Pay.
But we must not repeat job title as heading. Already not.
We need to avoid filler like "commensurate with experience". Not present.
We need to preserve all substantive information; do not invent or summarize away detail. So we need to include all details from Minimum Qualifications, Preferred Qualifications, Core Competencies, Required Technical Expertise, Success Profile, Qualifications Disclaimer, Range and benefit information, About Us, Career Level? The career level is just "IC4". Might be minor metadata; we could fold into a short
- for any list of duties/requirements/benefits, and