{"id":4335020,"url":"https://alion.io/job/capri-global-capital-data-analyst-collection","title":"Data Analyst - Collection","company":{"id":996,"name":"Capri Global Capital","domain":"cgcl.co.in","url":"https://alion.io/company/capri-global-capital","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Analytics","role_family":"Analytics","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Gurgaon, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A/B Testing","optional":false},{"name":"Amazon Redshift","optional":false},{"name":"Hadoop","optional":false},{"name":"Oracle","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Python","optional":false},{"name":"Snowflake","optional":false},{"name":"SQL","optional":false},{"name":"Tableau","optional":false}],"status":"live","first_seen_at":"2026-11-15T10:35:00Z","employer_posted_date":null,"last_verified_at":"2026-11-15T10:35:00Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"We are seeking a highly analytical and business-oriented Data Analyst to support the Collections function of our NBFC. The role will be responsible for generating actionable insights, developing performance dashboards, analyzing portfolio behavior, monitoring collection efficiency, and supporting data-driven decision-making across collections operations. The ideal candidate should possess strong python, SQL, data modeling, and data visualization skills; experience working with large-scale lending datasets; and a deep understanding of collections, delinquency management, and portfolio monitoring within the financial services industry.\n\nThe core responsibilities for the job include the following:\n\nCollections Performance Analytics: \nAnalyze collection performance across products, geographies, agencies, and collection channels.\nMonitor key collection KPIs such as: Roll Rates, Cure Rates, Bucket wise resolutions, Channel Efficiency, Promise-to-Pay (PTP) Effectiveness.\nIdentify trends, leakages, and opportunities to improve collection outcomes.\n\nPortfolio Monitoring: \nTrack delinquency movement across DPD buckets.\nPerform vintage, cohort, and flow-rate analysis.\nMonitor early warning indicators and emerging portfolio risks.\nAnalyze customer behavior patterns leading to delinquency.\n\nDashboard and Reporting: \nDevelop and maintain automated dashboards and MIS reports for senior management.\nBuild self-service reporting capabilities using BI tools and real-time reporting systems.\nEnsure data accuracy and consistency across reporting systems.\n\nCollections Strategy Support: \nSupport collections strategy team with segmentation and targeting analysis.\nIdentify customer segments for differentiated collection treatments.\nMeasure effectiveness of collection campaigns and interventions.\nConduct A/B testing and impact assessment of new collection strategies.\n\nStakeholder Management: \nPartner with Collections Operations, Risk, Product, Technology, and Finance teams.\nPresent analytical findings and recommendations to business leaders.\nTranslate business requirements into analytical solutions.\n\nRequirements: \nBachelor's degree in Engineering, Statistics, Mathematics, Economics, Computer Science, or a related field.\nMaster's degree (MBA/PGDM/Analytics) preferred.\nExperience: 5-7 Years.\nAdvanced SQL (mandatory).\nStrong proficiency in Python for data analysis.\nExperience with BI tools - preferably Tableau.\nStrong knowledge of Excel, including Power Query and advanced formulas.\nAdvanced ML and classical modeling techniques understanding.\nExperience working with large datasets (millions of records).\n\nDatabase and Data Warehouse Knowledge: \nExperience with databases such as Oracle, PostgreSQL, Hadoop/Hive etc.\nKnowledge of cloud data platforms such as Amazon Redshift, Snowflake etc.\n\nDomain Knowledge: \nStrong understanding of lending and collections processes in NBFCs, Banks, or FinTech organizations.\nKnowledge of DPD buckets, collections flow, portfolio risk metrics, recovery analytics, etc.\n\nData Management and Automation: \nExtract, transform, and analyze data from multiple source systems, including Loan Management Systems (LMS), Collection Management Platforms, and CRM Systems. Automate recurring reports and reduce manual effort through scripting and dashboarding.\nWork closely with Data Engineering teams to improve data quality and availability.\n\nPreferred Experience: \nExperience in retail lending products such as: Personal Loans, Business Loans, Vehicle Loans, Home Loans etc.\nExperience working with collection dialer systems and digital collection platforms.\nExposure to predictive analytics, scorecards, and collections modeling.\nSkills\nLoans","description_format":"text","description_chars":3686,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Business & SME Lending","Mortgage Lending & Brokers"],"lifecycle":[{"event":"open","at":"2026-11-15T10:35:00Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":28,"reasons":["seen:0","win:early"],"computed_at":"2026-11-15T13:04:28Z"},"pay":null,"html_url":"https://alion.io/job/capri-global-capital-data-analyst-collection","json_url":"https://alion.io/job/capri-global-capital-data-analyst-collection.json","meta":{"generated_at":"2026-11-15T13:04:28Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":3519,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-16T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":996},"rest":"https://alion.io/mcp/rest/get_company?id=996"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcapri-global-capital-data-analyst-collection"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"free","price":{"credits":0,"usd":0},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fcapri-global-capital-data-analyst-collection"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fcapri-global-capital-data-analyst-collection"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/capri-global-capital-data-analyst-collection\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcapri-global-capital-data-analyst-collection"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4335020}},{"tool":"search_jobs","arguments":{"company":"cgcl.co.in","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4335020},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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