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Key skills for this role
Applied AI is most useful when it solves a real problem well. At First Citizens, we do not assume every problem requires generative AI, and we do not pursue new models simply because they are available. We use data science, machine learning, advanced analytics, and GenAI where each is appropriate — and we test rigorously whether the resulting solution is accurate, practical, and responsible.
The Applied AI Analyst (P4) provides hands-on build and execution capacity within the FCI Applied AI team. Working under the direction of the India delivery lead and senior P5 technical practitioners, this role prepares data, builds and tests solution components, develops technical artifacts, executes defined evaluation plans, addresses defects, and supports the disciplined progression of approved AI use cases from experimentation toward implementation.
This role is explicitly designed to build craft. At P4, the expectation is reliable, high-quality execution and growing technical independence. The most ambiguous design decisions, stakeholder commitments, delivery prioritization, and risk calls are ordinarily owned by senior team members — but that boundary moves as capability and judgment develop. The goal is for every P4 analyst to grow into the kind of practitioner who earns greater ownership through the quality of their work.
Position Title: Principal Applied AI Analyst
Career Level: P4
Job Category: Assistant Vice President
Role Type: Hybrid
Job Location: Bangalore
Build, configure, test, and document solution components for defined data science, machine learning, advanced analytics, and GenAI use cases under the guidance of the P5 senior analyst and India delivery lead.
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Prepare and analyze data; develop features, model prototypes, prompt configurations, retrieval components, test datasets, scripts, notebooks, code assets, and technical documentation as required by assigned work packages.
Implement established solution designs and contribute observations and ideas for practical improvements in accuracy, efficiency, maintainability, testability, or reuse.
Troubleshoot defects systematically, document assumptions and limitations clearly, and escalate issues promptly when data, platform, design, or control dependencies are blocking progress.
Execute defined evaluation plans for AI and analytics solutions, including performance testing, quality checks, data validation, reproducibility verification, and activities that support ongoing monitoring.
For GenAI use cases, help create or curate evaluation datasets and run tests for relevance, groundedness, retrieval quality, content safety, human review workflows, and task-specific quality expectations — under the guidance of the P5 senior analyst.
Maintain complete technical artifacts, test results, model and solution documentation, and the evidence records needed to support delivery reviews and Responsible AI or risk checkpoints.
Apply strong engineering hygiene: version-controlled code, clear and complete documentation, repeatable testing procedures, and secure and appropriate data-handling practices throughout.
Use approved data, development, and AI platform environments and support adoption of reusable patterns as the enterprise AI platform matures and makes more capabilities available.
Follow defined governance, data management, security, and Responsible AI requirements in all development and testing activities.
Contribute reusable code, test scripts, evaluation templates, technical documentation, and lessons learned that help the FCI Applied AI team improve its methods and efficiency over time.
Participate actively in technical training sessions, peer code reviews, and knowledge-sharing practices across the Applied AI team.
Work effectively with the India delivery lead, P5 senior practitioners, and FCI team members — communicating status, test outcomes, blockers, technical questions, and recommended actions clearly and promptly.
Engage with U.S.-based Enterprise AI colleagues primarily through the structured handoffs, documented outputs, and planned overlap windows established by the India delivery lead — contributing to efficient, low-friction global collaboration through the quality and completeness of your work products.
Develop increasing technical independence, applied business understanding, and sound judgment about the appropriate use of analytics, ML, and GenAI methods in a regulated environment.
Bring genuine curiosity, commitment to quality, and a collaborative approach to solving real problems — and actively seek feedback that accelerates your growth.
Reports to Director/Senior Director
Partners: Senior leaders and cross-functional teams
Collaborates: Delivery lead, Senior Practitioners
We are committed to providing an inclusive and accessible hiring process. If you require accommodations at any stage (e.g. application, interviews, onboarding) please let us know, and we will work with you to ensure a seamless experience.
FC Global Services India LLP (First Citizens India) is an Equal Employment Opportunity Employer. We are committed to fostering an inclusive and accessible environment and prohibit all forms of discrimination on the basis of gender, religion, caste, disability, sexual orientation, economic status or any other characteristics protected by the law. We strive to foster a safe and respectful environment in which all individuals are treated with respect and dignity. Our EEO policy ensures fairness throughout the employee life cycle.
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Full-time
Mid · 4+ years experience
Hybrid
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