{"id":758472,"url":"https://alion.io/job/igniteitservices-sas-to-python-r-migration-architect","title":"SAS to Python / R Migration Architect","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":87,"open_postings":21,"ghost_share":0,"stale_share":0.524,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-09-28T05:45:00Z"}},"role":"Backend","role_family":"Backend","seniority":"staff","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":163000,"max_usd":294000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":976},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CI/CD","optional":false},{"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":"Scikit-learn","optional":false},{"name":"SciPy","optional":false},{"name":"SQL","optional":false},{"name":"Statsmodels","optional":false},{"name":"AWS","optional":true},{"name":"Azure","optional":true},{"name":"GCP","optional":true}],"status":"live","first_seen_at":"2026-07-24T00:00:00Z","employer_posted_date":"2026-07-24","last_verified_at":"2026-09-28T23:00:28Z","board_verified":true,"closed_at":null,"days_open":67,"trust":{"level":"ok","repost_count":0,"flags":[],"days_open":66},"description":"The SAS to Python/R Migration Architect is responsible for end-to-end strategy, design, and governance of large-scale analytical and statistical code migrations from SAS to modern open-source ecosystems (Python and R). This role focuses on assessment, architecture, standards, risk management, and validation, working closely with stakeholders and development teams to ensure accuracy, performance, and regulatory fidelity.\nThis is a hands-on technical leadership role, not just documentation or oversight.\nKey Responsibilities\nLead enterprise-scale migrations from SAS (Base SAS, PROC SQL, STAT, ETS, MACRO, etc.) to Python and/or R\nPerform detailed SAS estate assessments, including:\nCode inventory and dependency mapping\nMacro complexity analysis\nData access patterns (SAS datasets, DBs, flat files)\nStatistical method equivalency analysis\nDefine target-state architecture for Python/R analytics platforms (libraries, frameworks, environments)\nEstablish migration patterns and standards, including:\nSAS PROC → Python/R library mappings\nMacro-to-function translation strategies\nReusable templates and shared components\nDesign validation and reconciliation frameworks to ensure:\nStatistical equivalence\nNumeric tolerances\nRegulatory and audit compliance\nGuide performance optimization strategies for large datasets\nIdentify automation opportunities (code scanners, translators, test harnesses)\nLead technical reviews and approve migrated code\nMentor developers and review complex conversions\nCommunicate migration risks, tradeoffs, and timelines to leadership\nRequirements\n8+ years of advanced analytics or statistical programming experience\n5+ years hands-on SAS development (Base SAS, PROC SQL, MACRO, STAT)\nProven experience architecting or leading SAS → Python and/or R migrations\nDeep expertise in:\nPython (NumPy, Pandas, SciPy, statsmodels, scikit-learn)\nand/or R (tidyverse, data.table, caret, survival, forecast)\nStrong understanding of statistical methods parity between SAS and open-source tools\nExperience with data platforms (SQL databases, cloud storage, data lakes)\nFamiliarity with CI/CD, version control, and testing frameworks for analytics code\nNice to Have\nExperience in regulated environments (government, healthcare, finance)\nPrior work modernizing legacy analytics platforms\nExposure to cloud analytics stacks (AWS, Azure, GCP)\nExperience designing automated validation frameworks\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":2627,"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"}],"liveness":{"score":31,"band":"fade","label":"Fading","p_open":1,"p_active":0.695,"p_room":0.44,"age_days":66,"expected_fill_days":53,"reasons":["conf:0","stale_co","urgency","velocity","win:tail","crowd:"],"computed_at":"2026-09-28T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/igniteitservices-sas-to-python-r-migration-architect","json_url":"https://alion.io/job/igniteitservices-sas-to-python-r-migration-architect.json","meta":{"generated_at":"2026-09-29T02:44:47Z","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":4084,"day_limit":5000,"remaining_today":916,"minute_limit":60,"resets_at":"2026-09-30T00:00:00Z"}}}