{"id":3868058,"url":"https://alion.io/job/softserve-big-data-solutions-architect","title":"Big Data Solutions Architect","company":{"id":57039,"name":"SoftServe","domain":"softserveinc.com","url":"https://alion.io/company/softserve","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":{"grade":"A","score":100,"open_postings":5,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":18,"computed_at":"2026-11-07T05:47:08Z"}},"role":"Solutions","role_family":"Solutions","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":["Poland"],"countries":["PL"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Databricks","optional":false},{"name":"LLM","optional":false}],"status":"live","first_seen_at":"2026-11-06T09:28:52Z","employer_posted_date":null,"last_verified_at":"2026-11-06T09:28:52Z","board_verified":false,"closed_at":null,"days_open":1,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":1},"description":"About the RoleWe are looking for an experienced Data / Solution Architect to lead the design of a migration from a custom reporting platform to Databricks. The role combines architecture ownership with hands-on technical work and close collaboration with the client.\nDuring the initial phase, you will define the migration approach, including tool inventory, sequencing, regression strategy, and rollback planning, as well as develop an external data strategy with a clear build-versus-buy recommendation.\n\nZakres obowiązków\nDesign the migration from the existing custom reporting platform to Databricks\nDefine migration sequencing, regression testing, and rollback approaches\nEnsure migration is delivered with no functional regression compared with current reporting outputs\nDesign the architecture for acquiring and processing external data\nDefine approaches for crawl reliability, rate governance, and compliance with source terms of use\nOptimize LLM-related costs, model selection, processing deduplication, and right-sizing\nDevelop a build-versus-buy assessment for external data acquisition, including commercial comparison with data providers\nWork hands-on with the technical solution and collaborate closely with engineering teams\nCommunicate architecture decisions and recommendations directly to client stakeholders\nWymagania\nStrong experience architecting reporting products built on custom platforms rather than traditional BI stacks\nProven experience designing migrations from legacy replication solutions to a lakehouse architecture, ideally Databricks\nExperience defining migration strategies with strict functional-regression requirements\nStrong knowledge of external data acquisition architecture, including crawling, rate governance, reliability, and data-processing optimization\nExperience with LLM cost optimization, model selection, right-sizing, and processing deduplication\nAbility to conduct build-versus-buy assessments, including technical and commercial evaluation of external data providers\nStrong hands-on technical capabilities\nExcellent client-facing English communication skills\nWillingness and 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