AI Analytics Diagnostics Lead

eBay; Bengaluru; On-site; INR 3,500,000 - 6,500,000; Full time

Job summary

eBay is seeking an AI Analytics Prototyper to lead the transformation of our BI ecosystem. You will craft analytical blueprints, build functional prototypes using Python, Streamlit, and SQL, and ensure AI-driven insights are accurate and actionable for business leaders.

You will collaborate with data scientists, engineers, and product teams to translate complex diagnostics into repeatable algorithms and production-ready prototypes that scale across the organization.

Qualifications

• 8+ years in advanced data analytics, diagnostics, or data science.
• Hands-on experience building functional data prototypes and automated workflows.
• Deep expertise in SQL, data modeling, and complex metric analysis.
• Ability to document analytical thought process into repeatable algorithms.
• Familiarity with LLM/agent integrations conceptually.
• Obsessive commitment to data accuracy, reproducibility, and explainability.

Responsibilities

• Build AI analytics prototypes using Python, Streamlit, SQL to demonstrate data analysis.
• Drive business diagnostics, identify root causes, translate into AI agent logic.
• Define queries, transformations, metrics, and validation logic for AI outputs.
• Bridge business needs into schemas, metadata, and tool-call requirements.
• Evaluate prototype outputs for accuracy, relevance, and hallucination risk.
• Partner with business leaders, data scientists, and developers toward production.

Skills

Advanced data analytics

Functional data prototypes

SQL & data modeling

LLM integrations

Data accuracy & explainability

Python / Pandas / Streamlit

Tools

Python

Pandas

Streamlit

Gradio

Jupyter Notebooks

Job description

At eBay, we're more than a global ecommerce leader — we’re changing the way the world shops and sells. Our platform empowers millions of buyers and sellers in more than 190 markets around the world. We’re committed to pushing boundaries and leaving our mark as we reinvent the future of ecommerce for enthusiasts.

Our customers are our compass, authenticity thrives, bold ideas are welcome, and everyone can bring their unique selves to work — every day. We're in this together, sustaining the future of our customers, our company, and our planet.

Join a team of passionate thinkers, innovators, and dreamers — and help us connect people and build communities to create economic opportunity for all.

Analytics is undergoing a fundamental shift, moving from traditional data science and manual reporting toward AI-driven analytics product development. As business intelligence evolves into intelligent, AI-powered tooling, we are looking for someone eager to help lead this transformation.

This role sits at the critical intersection of business analytics, prototyping, and AI engineering. You will play a key part in reimagining our Business Intelligence ecosystem by stepping into the role of an AI Analytics Prototyper.

We are building toward a future where business and product teams can diagnose performance, uncover insights, and tak1e action through AI-enabled experiences. If you’re motivated to move beyond ad-hoc analysis into designing the blueprints for AI agents, mapping out deep business logic, and building functional prototypes that our developers will productionize, this is an opportunity to be at the forefront of shaping how eBay interacts with data in the AI era.

About the role:

Join us to act as the analytical engine behind our agentic AI systems. You will bridge the gap between complex business diagnostics and Agentic analytics product development. You will focus on deep-dive business analysis, creating the analytical logic, and building functional prototypes (e.g., via Python, Streamlit, or Jupyter). You ensure the AI system's answers are accurate, verifiable, logical, and easy for stakeholders to understand and act.

What You’ll Do

• Build AI analytics prototypes: Create functional prototypes using Python, Streamlit, SQL, and similar tools to show how AI agents should analyze data and generate business narratives
• Drive Business Diagnostics: Deep dive into business performance (e.g., GMV variances, funnel conversion, traffic trends etc), uncover root-cause drivers, and translate this manual diagnostic logic into structured rules and workflows for AI agents.
• Validate & Evaluate AI Outputs: Define the queries, transformations, metrics, and validation logic needed to ensure AI-generated insights are accurate and verifiable.
• Bridge business and technical teams: Translate business needs into schemas, metadata, logic trees, and tool-call requirements for data product and AI development teams.
• Evaluate AI output quality: Test prototypes and model outputs for accuracy, relevance, statistical soundness, and hallucination risk
• Partner Across Disciplines: Work with business leaders, data scientists, and AI developers to move prototypes toward scalable production systems.

Must-have

• 8+ years in advanced data analytics, business performance diagnostics, or data science.
• Strong hands-on experience building functional data prototypes, automated workflows, or internal tooling (e.g., using Python, Pandas, Streamlit, Gradio, or Jupyter Notebooks).
• Deep expertise in SQL, data modeling, and dissecting complex business metrics (e.g., isolating mix vs. rate impacts, A/B testing, cohort analysis).
• Exceptional business acumen—the ability to look at a variance in a dashboard, manually diagnose the "why" behind it, and document that analytical thought process into a repeatable algorithm.
• Familiarity with LLM/agent integrations (understanding how structured tool calls, prompts, and retrieval-augmented generation work conceptually).
• Obsessive commitment to data accuracy, reproducibility, and explainability.

Nice To Have

• Background in e-commerce, marketplace analytics, or corporate finance/business performance tracking.
• Exposure to LLM prompt optimization, chaining, and human-in-the-loop evaluation.
• Experience partnering directly with software engineering or platform teams to hand off prototype code for productionization.

Success looks like: You successfully bridge the gap between executive business questions and Agentic Analytics development. Your prototypes and diagnostic blueprints enable the development team to build highly accurate, trustworthy AI agents that automate deep performance analysis. Because of your logic and testing, analysts and executives trust the AI's insights implicitly.

Additional Details

eBay is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, sexual orientation, gender identity, veteran status, and disability, or other legally protected status. If you have a need that requires accommodation, please contact us at [e-mail]. We will make every effort to respond to your request for accommodation as soon as possible. View our accessibility statement to learn more about eBay's commitment to ensuring digital accessibility for people with disabilities.

We use cookies to enhance your experience and may use AI tools for administrative tasks in the hiring process. To learn how we handle your personal data and use AI responsibly, please visit our Talent Privacy Notice, Privacy Center, and AI Hiring Guidelines.