Senior Data Analyst

at G2

Bengaluru, senior, full time, 4+ years

posted 08 Oct 2026

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Amplitude
Google Analytics
A/B testing
Claude
Looker
SQL
R
ChatGPT
Snowflake
Postgres
LookML
Python

About the role

You will combine strong SQL modeling and statistical skills with your unique experience to deliver actionable insights, make recommendations, and enable others to efficiently access and leverage data in decision making. Maintaining, updating, and optimizing our core business dashboards is central to the role. You will use AI-powered tools and, increasingly, build and maintain AI-driven tooling and automations to accelerate analysis and expand self-service data access across the organization. In addition to leading analytics projects, you will improve our communication of data through dashboards, reports and presentations.

What you would do

Data Analysis and Modeling

- Provide descriptive and diagnostic analysis to inform product and go-to-market decision-making, evaluate performance and make tactical recommendations

- Discuss questions and hypotheses with external and internal customers based on deep data analysis, acting as the G2 Data SME, and turn them into analysis and insights

- Develop effective data models to enable ease of access and consistency of data across the organization

- Partner with cross-functional stakeholders to translate business requirements/questions into clean dataset transformations and structured analytics reports

- Use AI tools (e.g. Claude/ChatGPT, Looker/Snowflake AI integrations) to accelerate exploratory analysis, QA, and documentation of findings

Data Visualization

- Use BI tools to empower end users with timely, accurate and informative data and visualizations

- Design dashboards to monitor KPIs and business drivers and ensure all metrics are consistent with business strategy

- Maintain documentation standards for every report and dashboard (purpose, refresh cadence, KPI definitions, data sources, support contact)

- Develop and maintain LookML views and explores in Looker, ensuring consistency and ease of data access across the organization; combined with strong command of Snowflake SQL (Semantic views, joins, CTEs, query performance) to build, validate and reason about the data underneath every view

AI-Powered Tooling & Automation

- Build, maintain, and iterate on AI-powered skills, agents, and automations that expand self-service access to data for Sales, Vendor, and Marketing stakeholders

Read from jobs.ashbyhq.com, last seen 3d ago.

What they are looking for

We realize applying for jobs can feel daunting at times. Even if you don’t check all the boxes in the job description, we encourage you to apply anyway.

- 4+ years experience in data analysis roles

- Experience designing dashboards and enabling self-serve analytics through Business Intelligence tooling (Looker, Amplitude, etc.)

- Experience with relational database modeling and/or experience in building reporting layers within Business Intelligence tooling (tabular, multidimensional, etc.)

- Adept with Postgres and SQL databases (strong understanding of various use cases of different joins within a relational database and CTE performance scripting)

- Experience in performing QA on complex SQL queries for bugs, optimization and performance

- Experience working in an agile environment with multiple stakeholder teams

- Ability to tell stories with data and convey insights – demonstrated through experience with presentations and cross-functional projects

- Experience with A/B testing, product analytics or making data driven decisions

- Comfortable using AI tools (e.g. Claude, ChatGPT) day-to-day to accelerate data analysis, QA, and documentation

- Exposure to building or maintaining AI-powered tooling, skills, or automations (e.g. LLM-based agents/scripts that enable self-service data access) is a strong plus

- Hands-on experience with Looker (LookML) and Snowflake SQL / SV / syntax, DDL – required to build, maintain, and validate BI models and views

- Desire to make an impact on the business, engage in interesting problems, and craft innovative solutions

WHAT CAN HELP YOUR APPLICATION STAND OUT:

- Experience in User Generated Content (UGC) or in the software industry is preferred

- Statistical programming experience with R and/or Python for the purposes of solving holistic/undefined business questions is a plus

- Familiarity with web/conversion analytics tooling (e.g. Google Analytics) is a plus

- Prior experience building AI agents, prompts, or LLM-powered internal tools is a good to have

Our Commitment to Inclusivity and Diversity

At G2, we are committed to creating an inclusive and diverse environment where people of every background can thrive and feel welcome. We consider applicants without regard to race, color, creed, religion, national origin, genetic information, gender identity or expression, sexual orientation, pregnancy, age, or marital, veteran, or physical or mental disability status. Learn more about our commitments here https://culture.g2.com/commitments.

For job applicants in California, the United Kingdom, and the European Union, please review this applicant privacy notice https://legal.g2.com/applicant-privacy-notice before applying to this job.

How We Use AI Technology in Our Hiring Process G2 incorporates AI-powered technology to enhance our candidate evaluation process. These tools may assist with initial application screening, skills assessment analysis, and identifying candidates whose qualifications align with specific role requirements. While AI technology supports our recruitment workflow, all final hiring decisions remain under human oversight and judgment.

Your Choice Matters: If you would prefer that your application be reviewed without AI assistance, you can opt out by entering your email address in the email entry field at the bottom of the Automated Processing Legal Notice. Choosing to opt out will not disadvantage your application in any way—we will ensure your materials receive a thorough manual review by our hiring team. For additional details about how we handle your information throughout the application process, please review G2's Applicant Privacy Notice https://legal.g2.com/applicant-privacy-notice.