{"id":758473,"url":"https://alion.io/job/igniteitservices-sas-to-python-r-migration-developer","title":"SAS to Python / R Migration Developer","company":{"id":678736,"name":"Ignite","domain":"igniteitservices.com","url":"https://alion.io/company/igniteitservices","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"A","score":86,"open_postings":19,"ghost_share":0,"stale_share":0.579,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-03T05:45:00Z"}},"role":"Backend","role_family":"Backend","seniority":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":124000,"max_usd":258000,"period":"year","method":"role_country_seniority_unknown","sample_n":5985},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"data.table","optional":false},{"name":"NumPy","optional":false},{"name":"Pandas","optional":false},{"name":"Python","optional":false},{"name":"R","optional":false},{"name":"SAS","optional":false},{"name":"SciPy","optional":false},{"name":"SQL","optional":false},{"name":"CI/CD","optional":true},{"name":"Git","optional":true}],"status":"live","first_seen_at":"2026-01-23T00:00:00Z","employer_posted_date":"2026-01-23","last_verified_at":"2026-10-04T01:14:03Z","board_verified":true,"closed_at":null,"days_open":254,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":253},"description":"The SAS to Python/R Migration Developer is responsible for hands-on conversion, testing, and validation of SAS analytical code into Python and/or R under the guidance of a migration architect. This role focuses on execution quality, code accuracy, and reproducibility.\nThis is a build-and-deliver role for someone who enjoys translating logic and making things work correctly.\nKey Responsibilities\nConvert SAS programs into Python and/or R code following defined standards\nTranslate:\nSAS DATA steps\nPROC SQL\nStatistical PROCs\nSAS Macros into Python/R functions or modules\nImplement data ingestion, transformation, and analytics workflows\nPerform side-by-side validation of SAS vs Python/R outputs\nDebug discrepancies in calculations or statistical results\nWrite clean, maintainable, well-documented Python/R code\nDevelop unit tests and validation scripts\nOptimize performance for large datasets\nCollaborate closely with architects and data stakeholders\nParticipate in code reviews and knowledge transfer\nRequirements\n4+ years of analytics or data engineering experience\nStrong hands-on SAS programming experience\nStrong proficiency in Python and/or R\nPractical experience translating business logic across languages\nFamiliarity with:\nPandas / NumPy / SciPy or tidyverse / data.table\nSQL and relational data concepts\nExperience validating statistical and analytical outputs\nNice to Have\nPrior participation in SAS migration projects\nExperience with Git, CI/CD, and automated testing\nExposure to cloud-based analytics environments\nUnderstanding of performance tuning in Python or R\nBenefits\n 401(k)\n 401(k) matching\n Dental insurance\n Flexible spending account\n Health insurance\n Life insurance\n Paid time off\n Professional development assistance\n Referral program\n Tuition reimbursement\n Vision insurance","description_format":"text","description_chars":1803,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Dental insurance","Health insurance","Life insurance","Professional development","Vision insurance"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Digital Government","IT Consulting & Digital Transformation"],"lifecycle":[{"event":"open","at":"2026-09-11T17:44:23Z"},{"event":"open","at":"2026-09-25T15:37:07Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 3 · green card filings: 1","filings_12m":3,"filings_prev_12m":0,"green_card_filings_12m":1,"median_offered_wage_usd":113750,"route":null,"cap_exempt":false,"checked_at":"2026-10-03T21:08:04+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":0}],"liveness":{"score":3,"band":"cold","label":"Long shot","p_open":1,"p_active":0.099,"p_room":0.28,"age_days":253,"expected_fill_days":29,"reasons":["conf:6","stale_co","urgency","velocity","win:tail","crowd:"],"computed_at":"2026-10-03T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/igniteitservices-sas-to-python-r-migration-developer","json_url":"https://alion.io/job/igniteitservices-sas-to-python-r-migration-developer.json","meta":{"generated_at":"2026-10-04T02:16:00Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","usage":{"tier":"crawler","counted_by":"address","units_charged":1,"used_today":3154,"day_limit":5000,"remaining_today":1846,"minute_limit":60,"resets_at":"2026-10-05T00:00:00Z"}}}