📋 Job Details at a Glance 📍 Location Gurugram, Haryana, India 🏢 Company Citi 👥 Experience 1-3 years 🎓 Qualification 1–3 years. Hands-on with Python, SQL. Relevant technical / engineering background 📅 Eligible Batch 2024, 2025, 2026 📄 Job Type Full Time 💰 Salary Not Disclosed 🏢 Industry Technology 🛠 Key Skills SQL Python Exploratory Data Analysis Data Pattern Recognition Business Process Improvement Business Analytics Analyst at Citi — Full Details & How to Apply Citi is hiring a Business Analytics Analyst in Gurugram, Haryana, India for onsite work, offering hands-on experience with Python and SQL to support real-time business decision-making. This role is part of Citi ’s technology-driven operations and provides direct access to operational data analysis. This Business Analytics Analyst position focuses on examining historical business performance using tools like SQL and Python . The role involves identifying data patterns and recommending actions to improve business processes. By applying exploratory data analysis and data pattern recognition , the analyst contributes to business planning and operational efficiency. The position emphasizes practical, on-the-job application of technical skills in a real-world financial services environment. The job posting confirms that Citi is seeking a Business Analytics Analyst with a technical background. The role is based in Gurugram, Haryana, India, and is part of Citi ’s recruitment efforts in the technology sector. The position supports data-driven decision-making within financial services operations. Candidates with 1–3 years of experience , who have hands-on experience with Python and SQL , and possess a relevant technical or engineering background are eligible. This role is open to 2024, 2025, 2026 graduates . The salary is Not Disclosed . You will gain practical experience in SQL , Python , Exploratory Data Analysis , and Data Pattern Recognition . This role strengthens foundational analytical skills and prepares you for advancement into data-driven roles in finance or technology. It offers a clear progression path into higher-level analytics or data science positions within a large financial institution. 📊 Role Difficulty: Medium | Competition Level: Medium | Fresher Friendly: Partially 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. Search for Business Analytics Analyst jobs , explore Citi recruitment in Gurugram, Haryana, India jobs , and find more tech roles with real qualifications and application paths. Job Role & Responsibilities The Business Analytics Analyst at Citi is tasked with evaluating historical operational data to support strategic decision-making in a technology-driven financial environment. This role directly impacts business process improvement and data pattern recognition through structured analysis of real-world performance metrics. Gather operational data from cross-functional stakeholders using SQL queries to extract performance metrics such as transaction volumes and error rates from legacy databases. Utilize SQL to analyze historical transaction logs and identify data patterns related to customer behavior and system performance over time. Collaborate with business stakeholders to deliver actionable insights derived from exploratory data analysis of financial and operational datasets. Conduct exploratory data analysis on business process workflows to detect inefficiencies and recommend improvements using real-world performance data. Recommend specific actions for future product development based on data pattern recognition and business process improvement findings. Document analytical findings and support reporting processes to refine operational policies and improve data-driven governance. Troubleshoot data inconsistencies in operational databases and provide solutions that enhance decision-making capabilities through accurate data pipelines. Validate data outputs against business KPIs to ensure alignment with business performance metrics such as revenue growth and service uptime. This role demands full ownership of data analysis workflows and directly influences operational efficiency , decision-making accuracy , and process optimization in real-time business operations. Required Skills & Technical Competencies The Business Analytics Analyst must possess a strong foundation in SQL and Python to execute data analysis tasks and automate data retrieval. These skills are essential for processing large-scale datasets and generating reliable business insights. Technical Skills SQL — intermediate — used to extract, filter, and aggregate operational data from relational databases such as Oracle and PostgreSQL to support performance trend analysis. Python — intermediate — applied to automate data gathering scripts and perform exploratory data analysis on structured datasets with Pandas and NumPy. Exploratory Data Analysis — intermediate — used to assess data quality, detect anomalies, and derive insights from financial transaction datasets and operational logs. Data Pattern Recognition — intermediate — applied to identify recurring trends in customer behavior and system performance using time-series data from transaction logs . Business Process Improvement — intermediate — used to evaluate workflow efficiency and recommend changes based on performance metrics such as processing time and error rates. When preparing your resume or interview response, emphasize hands-on projects where you used SQL and Python to analyze real datasets, with clear metrics showing improvement in process efficiency or accuracy. Eligibility Criteria This role is designed for candidates with a technical or engineering background and at least 1–3 years of hands-on experience in data analysis, specifically using SQL and Python . It is not intended for freshers without prior project exposure. Must hold a degree in Computer Science, Engineering, or a related technical field with a focus on data or systems. Eligible for 2024, 2025, and 2026 academic batches only. Must have 1–3 years of practical experience in data analysis, including projects or internships involving SQL and Python . Academic performance is not specified, but a strong foundation in technical subjects is required. Must have a documented portfolio showcasing data analysis projects using SQL and Python with measurable outcomes. Experience with real-world datasets such as transaction logs or operational metrics is essential. Documentation & Portfolio Requirements Your resume must include a clear section on technical projects where you used SQL and Python to analyze data, with specific metrics such as improved processing time or error reduction. For this role, prioritize showcasing a project where you used SQL to extract performance data and Python to automate analysis and identify a data pattern that led to a measurable improvement in business process efficiency. 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 being selected 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 — Python is essential for data analysis and automating tasks effectively. Data Pattern Recognition — Understanding data patterns is key to deriving actionable insights. KodNest — This platform offers practical projects that enhance your analytical skills. 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 these skills are evident in your application. ❌ Using a generic resume — Tailor your resume to highlight relevant experience with data analysis and business insights. ❌ Listing SQL and Python without detailing specific projects — Provide context on how you applied these skills. ❌ Ignoring the experience requirement of 1-3 years — Make sure you meet this criterion before applying. ❌ Adding unrelated skills or unsupported claims — Focus on relevant experiences to avoid ATS penalties. ❌ Not verifying the official Apply URL — Always check the link and job details 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 the 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 securing the Business Analytics Analyst position at Citi . ATS Keywords to Include Business Analytics SQL Python Data Analysis Exploratory Data Analysis Data Pattern Recognition Business Process Improvement Operational Data Cross-Functional Collaboration Insights Technical Communication Performance Monitoring Resume Tips for This Role Highlight your hands-on experience with SQL and Python prominently on your resume. Emphasize any relevant projects or internships that involved data analysis or business process improvement . Showcase a project where you utilized exploratory data analysis to derive insights. Use exact keywords from the job description to align your resume with the role requirements. Avoid including unsupported technologies or experiences that you cannot substantiate. Build an ATS-optimized resume for this role using NexisGrow Resume Builder — free for all job seekers. Pro Tip: Do not include unrelated skills or unsupported claims in your resume for this role. How to Apply for Business Analytics Analyst at Citi Apply Now — Citi Open the official Apply URL and confirm the job title and company is correct. Prepare a resume aligned with the required skills, responsibilities, qualifications, and experience. Complete the official application form accurately and avoid unsupported claims. Submit the application and save the confirmation or application reference if provided. Record the application date and monitor the official company portal or registered email for updates. Applications are reviewed on a rolling basis — early submission is recommended. Apply Now — Citi NexisGrow.com does not charge any fees for job applications. Citi Citi is a technology company based in Gurugram, Haryana, India. This Business Analytics Analyst role operates onsite and supports financial services through data-driven decision making. The position focuses on operational data analysis and business process improvement using technical tools. The team gathers operational data from cross-functional stakeholders to examine past performance. They identify data patterns and trends, deliver insights, and recommend actions for process improvement and strategic business opportunities. This work supports better decision-making in business planning and policy development. This role enables early-career professionals to engage with real business data and contribute to operational enhancements. It offers hands-on experience with SQL and Python , and exposure to exploratory data analysis and business process improvement . The role provides early-career exposure to data analysis tools and business decision-making processes. Using SQL and Python , analysts gain practical experience in identifying data patterns and recommending improvements in real business operations. Company Details Industry Technology Location Gurugram, Haryana, 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 1-3 years of experience from the eligible batches of 2024, 2025, and 2026 can apply. ? What technical skills are most important for this role? Skills Tap to expand + Answer SQL and Python are crucial for data analysis, along with exploratory data analysis 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 Review SQL and Python skills, prepare examples of data analysis projects, understand business process improvement, practice technical communication, and familiarize yourself with exploratory data analysis techniques. ? Is this role remote, hybrid, or onsite? Work Mode Tap to expand + Answer This role is onsite, as specified in the job posting. ? What career exposure can this role provide? Growth Tap to expand + Answer This role provides exposure to data analysis, business decision-making, and collaboration with cross-functional teams. ? What should I highlight in my resume for this role? Resume Tap to expand + Answer Highlight your experience with SQL, Python, data analysis projects, and any relevant technical skills or qualifications. ? 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, but specific work culture details are not provided. ? Can freshers apply for this role? Fresher Tap to expand + Answer The role requires 1-3 years of experience, so freshers may find it challenging to meet this requirement. 🔗 Explore More on NexisGrow More jobs in Gurugram Browse all Tech jobs Latest Fresher jobs More jobs at Citi Work From Home jobs Ready to Apply? Don't Miss This Opportunity! Apply only via the official link. NexisGrow.com charges zero application fees. 👉 Apply Now — Official Link NexisGrow.com does not charge any application or registration fees. Beware of fraudulent offers. Naukri ki baat, NexisGrow ke saath • NexisGrow.com