📋 Job Details at a Glance 📍 Location Pune, Maharashtra, India 🏢 Company Citi 👥 Experience 2-4 years 🎓 Qualification 2–4 years. Hands-on with Python, SQL. Relevant technical / engineering background 📅 Eligible Batch 2022, 2023, 2024, 2025 📄 Job Type Full Time 💰 Salary Not Disclosed 🏢 Industry Technology 🛠 Key Skills SQL Python Data Analysis Trend Identification Business Process Improvement Business Analytics Analyst at Citi — Full Details & How to Apply Citi is hiring a Business Analytics Analyst in Pune, Maharashtra, India with hands-on experience in Python and SQL to analyze operational data and support business decision-making. This role is part of Citi ’s technology-driven operations, where data insights directly influence process efficiency and team performance. The Business Analytics Analyst will gather operational data and identify trends to improve business processes. The role emphasizes data analysis , trend identification , and business process improvement using technical tools like Python and SQL . These responsibilities ensure that daily operations are monitored and optimized through actionable insights derived from real-time data. Citi recruitment for this position highlights a focus on technology and data-driven financial solutions. The role is based in Pune, Maharashtra, India, and is designed for candidates with a technical background. The team values practical experience in data analysis and process evaluation, aligning with Citi ’s operational technology initiatives. 2022, 2023, 2024, 2025 graduates are eligible. Candidates must have 2–4 years. Hands-on with Python, SQL. Relevant technical / engineering background and 2-4 years experience . The salary for this position is Not Disclosed . Applicants will gain hands-on experience with Python , SQL , Data Analysis , Trend Identification , and Business Process Improvement . This role builds a foundation for advancing into data-driven roles in finance or technology, with potential progression into senior analytics or process leadership positions. 📊 Role Difficulty: Medium | Competition Level: Medium | Fresher Friendly: No NexisGrow.com features this opportunity as part of its curated tech job listings. All details are sourced from the official job posting. Apply online before the opportunity closes. Explore more Business Analytics Analyst jobs , Citi recruitment , and Pune, Maharashtra, India jobs on our platform. Job Role & Responsibilities The Business Analytics Analyst at Citi is tasked with evaluating operational performance using SQL and Python to deliver actionable insights into business process improvement and trend identification . This role directly supports decision-making in technology-driven operations through structured data analysis and validation. Gather operational data from cross-functional stakeholders using SQL to extract transaction-level records from legacy databases and validate data integrity across systems. Identify historical data patterns and trend identification using SQL queries on monthly performance metrics such as user engagement and transaction volume. Collaborate with operations teams to refine business planning by applying data analysis to assess KPI drift and process bottlenecks in real-time workflows. Monitor data quality by running automated SQL scripts to detect missing values, duplicates, and outliers in financial transaction datasets. Formulate policy recommendations based on data analysis of customer churn and service failure rates, using Python to generate predictive models for risk exposure. Document analytical findings in structured reports with visualizations using Python libraries such as Matplotlib and Pandas to support process improvement initiatives. Troubleshoot data inconsistencies by debugging SQL joins and Python scripts that extract data from ERP and CRM systems, ensuring accurate operational reporting. Enhance business processes through business process improvement by analyzing workflow efficiency metrics and recommending automation using Python scripts. This role demands direct ownership of data pipelines and operational insights, where every SQL query and Python script contributes to measurable improvements in business process efficiency and decision accuracy . Required Skills & Technical Competencies The role requires a strong foundation in SQL and Python for data extraction, analysis, and automation. Candidates must demonstrate proficiency in data analysis , trend identification , and business process improvement through hands-on technical execution. Technical Skills SQL — intermediate — used to query transactional databases, extract performance metrics, and validate data consistency in Citi 's operational systems. Python — intermediate — applied for data cleaning, automation of report generation, and execution of statistical analysis using Pandas and Matplotlib . Data Analysis — essential — required to interpret financial and operational datasets and derive insights for business process improvement decisions. Trend Identification — essential — used to detect shifts in user behavior or system performance over time using time-series analysis in SQL and Python . Business Process Improvement — essential — applied to evaluate workflow efficiency and recommend changes based on data-driven performance metrics. When preparing your resume, emphasize specific SQL queries, Python scripts, and data analysis outputs that directly support process efficiency or decision accuracy in real-world scenarios. Eligibility Criteria This role is designed for candidates with a technical or engineering background and at least 2–4 years of hands-on experience in data analysis and automation. It is not suitable for non-technical or entry-level applicants without demonstrable technical exposure. Must hold a degree in Computer Science, Engineering, or a related technical field with a minimum CGPA of 6.0 or equivalent. Eligible only for 2022, 2023, 2024, and 2025 batches. Must have 2–4 years of practical experience in SQL and Python applied to data analysis tasks. Must demonstrate hands-on experience with data analysis and business process improvement through academic or project work. Must submit a portfolio showing at least three completed data analysis projects with clear metrics and outcomes. Must have completed at least one technical internship or project involving SQL or Python for business insight generation. Documentation & Portfolio Requirements Your resume must include a clear section on technical projects, listing each with a tool used (e.g., SQL , Python ), the data source , and the metric derived from analysis. Include a project summary and output visualization for each. For this role, prioritize showcasing a project where you used SQL to analyze transaction data and Python to generate a trend report on user activity — include the exact query and output metric to prove technical depth and business insight. Salary for Business Analytics Analyst at Citi 💰 Compensation Not Disclosed The advertised compensation for the Business Analytics Analyst role at Citi is Not Disclosed . The exact in-hand figure and any additional components are confirmed by the company during the offer or HR discussion stage. Recommended Courses & Preparation Tips for Business Analytics Analyst Upskilling with the right resources significantly enhances your chances of selection for the Business Analytics Analyst role at Citi . Recommended Courses & Resources SQL — Mastering SQL is crucial for data manipulation and analysis in this role. Python — Proficiency in Python is essential for data analysis and automation tasks. Trend Identification — Understanding trends is vital for making data-driven business decisions. KodNest — This resource provides practical insights into business process improvement . Boost your profile with relevant certifications at NexisGrow GetCertified — strengthen your application before you apply. Common Mistakes to Avoid ❌ Applying without demonstrating experience with SQL or Python — Ensure you highlight relevant skills. ❌ Using a generic resume — Tailor your resume to match the job description closely. ❌ Listing SQL or Python without context — Provide examples of how you've used these skills. ❌ Ignoring the experience requirement — Only apply if you meet the required experience. ❌ Adding unrelated technologies — Focus on relevant skills to avoid confusion. ❌ Failing to verify the official Apply URL — Always check the link before submission. Before You Apply — Checklist ✅ Confirm the job title, company, location, work mode, and experience requirement. ✅ Check that you meet the supplied qualification criteria. ✅ Verify eligibility against the supplied eligible batches and experience requirement. ✅ Add relevant supplied JD keywords naturally to your resume. ✅ Highlight projects or experience related to the supplied technologies and responsibilities. ✅ Remove unsupported technologies, achievements, or experience claims. ✅ Open and verify the supplied Apply URL before submitting your application. ✅ Save the job details, application date, and role-specific resume version for tracking. Resume Tailoring & ATS Keywords for Business Analytics Analyst Optimizing your resume for ATS is crucial for standing out in the application process for the Business Analytics Analyst role at Citi . ATS Keywords to Include Business Analytics Python SQL Data Analysis Trend Identification Business Process Improvement Operational Data Cross-Functional Collaboration Data Patterns Recommendations Policy Formulation Insights Resume Tips for This Role Highlight experience with SQL and Python prominently, as these are critical for the role. Emphasize any data analysis projects or responsibilities that align with the job description. Showcase a project that involved trend identification or business process improvement . Use exact keywords from the job description naturally to improve ATS alignment. Avoid including unsupported claims or technologies that are not relevant to the role. Build an ATS-optimized resume for this role using NexisGrow Resume Builder — free for all job seekers. Pro Tip: Avoid including unrelated work experiences or skills that do not pertain to business analytics. How to Apply for Business Analytics Analyst at Citi Apply Now — Citi Open the official Apply URL and confirm the job title and company. Prepare a resume aligned with the supplied skills, responsibilities, qualifications, and experience requirements. Complete the official application form accurately and avoid unsupported claims. Submit the application and save the confirmation or application reference if the portal provides one. Record the application date and monitor the official company portal or registered email for updates. Applications reviewed on rolling basis — early submission recommended. Apply Now — Citi NexisGrow.com does not charge any fees for job applications. Citi Citi is a technology-driven financial services company based in Pune, Maharashtra, India. This Business Analytics Analyst role operates onsite and supports data-driven decision making within the technology sector. The team gathers operational data from cross-functional stakeholders to identify trends and patterns. They analyze data to improve business planning, processes, and decision-making, and recommend actions for future developments and policy enhancements. This role contributes to business process improvement by identifying inconsistencies and formulating data-based recommendations within the team’s scope. Early-career professionals gain exposure to SQL , Python , data analysis , and trend identification —tools used to interpret data and support strategic business decisions. Company Details Industry Technology Location Pune, Maharashtra, India Connect With Us Careers Apply Now Website 🔗 citi.wd5.myworkdayjobs.com Frequently Asked Questions Interview · Role · Salary · Growth ? Who can apply for this role? Eligibility Tap to expand + Answer Candidates with a relevant technical background and 2-4 years of experience from the eligible batches of 2022, 2023, 2024, and 2025 can apply. ? What technical skills are most important for this role? Skills Tap to expand + Answer The most important skills are SQL, Python, Data Analysis, Trend Identification, and Business Process Improvement. ? What is the expected salary for this position? Salary Tap to expand + Answer Salary Display is Not Disclosed, which is the only salary information available. ? What should I expect after applying? Hiring Process Tap to expand + Answer The exact hiring stages are not specified in the job posting. ? How should I prepare for the interview? Preparation Tap to expand + Answer 1. Review SQL and Python fundamentals. 2. Prepare to discuss data analysis projects. 3. Understand business process improvement concepts. 4. Familiarize yourself with trend identification techniques. 5. Be ready to explain your collaboration experiences. ? Is this role remote, hybrid, or onsite? Work Mode Tap to expand + Answer The role is onsite in Pune, Maharashtra. ? What career exposure can this role provide? Growth Tap to expand + Answer The role offers exposure to data analysis, business process improvement, and collaboration with cross-functional teams. ? What should I highlight in my resume for this role? Resume Tap to expand + Answer Highlight skills in SQL, Python, data analysis experience, and any relevant projects or responsibilities. ? Is there a last date to apply? Application Tap to expand + Answer Not specified in the job posting. ? Is there a probation period? Probation Tap to expand + Answer Not specified in the job posting. ? What is the work environment like for this role? Culture Tap to expand + Answer The role involves collaboration with cross-functional stakeholders, focusing on achieving business objectives. ? Can freshers apply for this role? Fresher Tap to expand + Answer No, the role requires 2-4 years of experience. 🔗 Explore More on NexisGrow More jobs in Pune Browse all Tech jobs More jobs at Citi Work From Home jobs Ready to Apply? Don't Miss This Opportunity! 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