Senior Applied Scientist - Agentic AI

Job Description At Oracle Analytics, we are building the next generation of enterprise AI products to enable intelligent data analysis at scale. Leveraging our foundational strengths in data management and enterprise software applications, we are advancing our platforms and applications by deeply embedding cutting-edge agentic AI, generative AI, and innovations in machine learning and optimization.We are seeking a Senior Applied Scientist (with a PhD preferably) to perform innovation in AI agents for enterprise analyticsu2014focusing on planning, multi-step reasoning, and tool-augmented execution with large language models over unstructured data (documents, logs, emails, multimodal artifacts). You will design agent architectures, memory and planning systems, retrieval and grounding pipelines, and evaluation frameworks that deliver reliable, auditable, and cost-efficient enterprise outcomes. You will partner closely with research engineers and product teams to ship agentic systems to production, rigorously evaluate reasoning quality and safety, and drive measurable customer and business impact. Responsibilities Responsibilities: u2022 Perform end-to-end agentic system development: define agent goals and decomposition strategies; design planners, controllers, and executors; implement tool-use orchestration (APIs, SQL, vector search, code execution) and robust recovery/rollback. u2022 Advance planning and reasoning: hierarchical/task planning, self-reflection and critique, debate/tree-search methods, constraint satisfaction, and chain-of-thought/toolformer-style approaches to improve correctness, faithfulness, and robustness. u2022 Ground LLMs on unstructured data: build retrieval and indexing over documents, semi-structured data u2022 Ensure safety, privacy, and compliance: content safety policies, least-privilege tool access, execution sandboxes, prompt/memory redaction, PII handling, and governance appropriate for regulated enterprise settings; implement interpretable action logs. u2022 Productionize agentic solutions: collaborate with platform teams to ship planning/orchestration services and evaluation harnesses; implement observability, telemetry, canarying, rollback, and lifecycle management for agent workflows. u2022 Stay current with research and translate advances into production differentiators; mentor teammates and contribute to a culture of scientific rigor and impact. Minimum qualifications u2022 PhD in Computer Science, Machine Learning, Statistics, Electrical Engineering, or related field with a focus relevant to LLMs, planning/reasoning, NLP, or autonomous/interactive systems. u2022 Experience (industry or applied research) building and deploying ML/LLM systems, including agentic workflows, retrieval/grounding, and evaluation at scale. u2022 Demonstrated expertise in agentic methods: multi-step planning, tool-use orchestration, reflection/critique, and structured reasoning (e.g., CoT, programmatic planning). u2022 Strong background in retrieval over unstructured data, RAG architectures, document preprocessing, indexing, and provenance tracking for accuracy, safety, and robustness. u2022 Proficient in Python and modern ML stacks: PyTorch/JAX, Transformers, vector databases/IR libraries, orchestration frameworks; solid software engineering practices and experimentation discipline. u2022 Track record of publications in top venues (e.g., NeurIPS, ICML, ICLR, ACL, EMNLP, NAACL) or equivalent demonstrated impact in production systems. Preferred qualifications u2022 Experience designing data/feedback pipelines for agent evaluation: step-level labeling, trace audits, and active learning for hard cases; familiarity with bias/variance trade-offs. u2022 Knowledge of search/planning and decision-making: tree search, bandits for tool/model selection, off-policy evaluation for policy changes, and statistical testing for online experiments. u2022 Familiarity with LLM efficiency and serving: PEFT/LoRA/QLoRA, quantization, KV cache management, batching, speculative decoding, routing across models/skills, and throughput/latency trade-offs. u2022 Experience integrating safety/guardrails and policy enforcement: sandboxed tool execution, OAuth/secret management, rate-limiting, jailbreak/prompt-injection defenses, and privacy-preserving telemetry aligned with enterprise compliance. u2022 Comfortable collaborating across research, engineering, product, and legal/compliance; excellent communication skills to explain methods and results to technical and non-technical stakeholders. u2022 Practical experience with experiment tracking, model registries, CI/CD for ML, and production observability for agent traces and actions. Career Level - IC3 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 in USD from: $97,500 to $199,500 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 Oracleu2019s 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: 1. Medical, dental, and vision insurance, including expert medical opinion 2. Short term disability and long term disability 3. Life insurance and AD&D 4. Supplemental life insurance (Employee/Spouse/Child) 5. Health care and dependent care Flexible Spending Accounts 6. Pre-tax commuter and parking benefits 7. 401(k) Savings and Investment Plan with company match 8. 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. 9. 11 paid holidays 10. 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. 11. Paid parental leave 12. Adoption assistance 13. Employee Stock Purchase Plan 14. Financial planning and group legal 15. 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 - IC3 About Us As a world leader in cloud solutions, Oracle uses tomorrowu2019s technology to tackle todayu2019s challenges. Weu2019ve partnered with industry-leaders in almost every sectoru2014and continue to thrive after 40+ years of change by operating with integrity. We know that true innovation starts when everyone is empowered to contribute. Thatu2019s why weu2019re committed to growing an inclusive workforce that promotes opportunities for all. Oracle careers open the door to global opportunities where work-life balance flourishes. We offer competitive benefits based on parity and consistency and 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. Weu2019re 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 or by calling +1 888 404 2494 in the United States. 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 veteransu2019 status, or any other characteristic protected by law. Oracle will consider for employment qualified applicants with arrest and conviction records pursuant to applicable law.

Created: 2025-12-17