{"id":4306292,"url":"https://alion.io/job/comviva-senior-data-scientist","title":"Senior Data Scientist","company":{"id":452675,"name":"Comviva","domain":"comviva.com","url":"https://alion.io/company/comviva","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Data Science","role_family":"Data Science","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":"pySpark","optional":false},{"name":"Python","optional":false},{"name":"Scala","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"XGBoost","optional":false}],"status":"live","first_seen_at":"2026-11-14T07:38:29Z","employer_posted_date":null,"last_verified_at":"2026-11-14T07:38:29Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Key Responsibilities:\nDevelop innovative credit risk / churn / usage models using mobile wallet transaction data, call data, telecom usage data, customer bureau data, etc.\nPartner with the Data Engineering team to define the required data pipelines to build and enhance the feature bank (foundational capability) to build/deploy the various ML algorithms both for batch and real-time use cases.\nCollaborate with credit policy/portfolio management team to drive P&L outcomes.\nBuild reports for model monitoring and drive enhancements.\n\nRequired Qualifications & Skills:\nSolid expertise in end-to-end risk model lifecycle management (develop, deploy, monitor).\nPrevious hands-on experience in credit, fraud, and churn model development and deployment.\nPrevious experience in PD/EAD/LGD model development/validation.\nExperience in CSI/PSI model monitoring process.\nHands-on experience in data extraction using SQL/PySpark SQL; data cleaning, feature creation, and building models using PySpark/Python on Spark; Scala will be a plus.\nPrevious exposure to the below algorithms (preferably multiple): Logistic Regression, Random Forest, XGBoost, Markov Chain.\nPSI/CSI for model monitoring.\nStrategy performance tracking and swap in / swap out analysis.\nStrong entrepreneurial drive.\n\nMust Have Skills:\nGood business understanding of the fintech/consumer finance space.\nExperience in working with credit card / personal lending space, especially fintech.\nHands-on experience in working with telecom data.\nSkills\nChurn, Credit Risk, Fraud, Logistic Regression, PySpark, Python, Random Forest, SQL, XGBoost","description_format":"text","description_chars":1597,"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":["Financial Software & Embedded Finance","Mobile Networks"],"lifecycle":[{"event":"open","at":"2026-11-14T07:38:29Z"}],"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":30,"reasons":["seen:0","win:early"],"computed_at":"2026-11-14T12:19:32Z"},"pay":null,"html_url":"https://alion.io/job/comviva-senior-data-scientist","json_url":"https://alion.io/job/comviva-senior-data-scientist.json","meta":{"generated_at":"2026-11-14T12:19:32Z","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":11922,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-15T00:00:00Z"}},"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":452675},"rest":"https://alion.io/mcp/rest/get_company?id=452675"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcomviva-senior-data-scientist"},{"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%2Fcomviva-senior-data-scientist"},{"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%2Fcomviva-senior-data-scientist"},{"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/comviva-senior-data-scientist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcomviva-senior-data-scientist"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4306292}},{"tool":"search_jobs","arguments":{"company":"comviva.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4306292},"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); 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