{"id":3434072,"url":"https://alion.io/job/baker-tilly-sr-data-engineer","title":"Sr Data Engineer","company":{"id":6269,"name":"Baker Tilly","domain":"bakertilly.com","url":"https://alion.io/company/baker-tilly-us","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":79,"open_postings":92,"ghost_share":0.011,"stale_share":0.793,"repost_share":0.011,"time_to_fill_p50_days":28,"computed_at":"2026-10-31T05:58:55Z"}},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["San Jose, United States","Pasadena, United States","Redwood City, United States","Los Angeles, United States","San Francisco, United States","San Diego, United States","Santa Clara, United States","Portland, United States","Irvine, United States","Seattle, United States","United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":185000,"max":230000,"currency":"USD","period":"year","gross":null,"usd_annual":230000},"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Azure","optional":false},{"name":"Databricks","optional":false},{"name":"Delta Lake","optional":false},{"name":"Hybrid Search","optional":false},{"name":"Knowledge Graph","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Master Data Management","optional":false},{"name":"Python","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-10-28T00:00:00Z","employer_posted_date":"2026-10-28","last_verified_at":"2026-10-31T04:31:44Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"Overview\nBaker Tilly is a leading advisory, tax and assurance firm, providing clients with a genuine coast-to-coast and global advantage in major regions of the U.S. and in many of the world’s leading financial centers - New York, London, San Francisco, Los Angeles, Chicago and Boston. Baker Tilly Advisory Group, LP and Baker Tilly US, LLP (Baker Tilly) provide professional services through an alternative practice structure in accordance with the AICPA Code of Professional Conduct and applicable laws, regulations and professional standards. Baker Tilly US, LLP is a licensed independent CPA firm that provides attest services to its clients. Baker Tilly Advisory Group, LP and its subsidiary entities provide tax and business advisory services to their clients. Baker Tilly Advisory Group, LP and its subsidiary entities are not licensed CPA firms.\nBaker Tilly Advisory Group, LP and Baker Tilly US, LLP, trading as Baker Tilly, are independent members of Baker Tilly International, a worldwide network of independent accounting and business advisory firms in 141 territories, with 43,000 professionals and a combined worldwide revenue of $5.2 billion. Visit bakertilly.com orjoin the conversation on LinkedIn, Facebook and Instagram.\nPlease discuss the work location status with your Baker Tilly talent acquisition professional to understand the requirements for an opportunity you are exploring.\nBaker Tilly is an equal opportunity/affirmativeaction employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability or protected veteran status, gender identity, sexual orientation, or any other legally protected basis, in accordance with applicable federal, state or local law.\nAny unsolicited resumes submitted through our website or to Baker Tilly Advisory Group, LP, employee e-mail accounts are considered property of Baker Tilly Advisory Group, LP, and are not subject to payment of agency fees. In order to be an authorized recruitment agency (\"search firm\") for Baker Tilly Advisory Group, LP, there must be a formal written agreement in place and the agency must be invited, by Baker Tilly's Talent Attraction team, to submit candidates for review via our applicant tracking system.\nJob Description:\nBaker Tilly is seeking a Sr Data Engineer to join the founding team of the firm's AI Product Group (APG). This hands-on engineering role is responsible for building scalable, secure, and reliable data infrastructure that powers the firm's AI applications and intelligent agents. The position focuses on two critical areas: developing a governed data foundation that transforms enterprise information and client documents into high-quality, traceable data products, and building the knowledge layer that enables AI agents to retrieve, interpret, and use information accurately. This includes developing production data pipelines, implementing data models and governance controls, and supporting advanced capabilities such as knowledge graphs, enterprise search, and retrieval.\nAs an early member of the AI Product Group, this individual will collaborate closely with data platform leadership, AI engineers, enterprise architects, business practitioners, and globally distributed technical teams to deliver production-ready data solutions. The role emphasizes strong data engineering fundamentals, hands-on development, data quality, and evaluation-driven engineering practices. The ideal candidate brings demonstrated experience building and operating modern lakehouse pipelines, strong Python and SQL skills, and the ability to develop reliable, maintainable solutions in a fast-paced environment. Prior experience with AI, machine learning, or knowledge graphs is not required; success in this role depends on sound engineering judgment, analytical thinking, and the ability to learn and apply emerging technologies.\nKey Responsibilities\nDesign and Build Data Pipelines: Develop, implement, and maintain scalable batch and incremental data pipelines that transform structured and unstructured information into clean, validated, business-ready datasets within a modern lakehouse environment.\nDevelop and Maintain Lakehouse Architecture: Build and optimize data processing and transformation layers using modern lakehouse principles, including medallion architecture, data modeling, and integration of enterprise and legacy data sources.\nEnsure Data Quality, Lineage, and Provenance: Implement automated validation, reconciliation, lineage tracking, and metadata management to ensure data accuracy, consistency, traceability, and reliability throughout the data lifecycle.\nBuild Data Models and Identity Resolution Capabilities: Develop scalable data models, data contracts, and entity-resolution processes that establish consistent client, engagement, and document identities across enterprise data sources.\nImplement Data Governance and Access Controls: Support data cataloging, classification, permissions, and access management to ensure sensitive information is appropriately governed and accessible only to authorized users and AI agents.\nDevelop Knowledge Graph and Retrieval Capabilities: Build and maintain knowledge graph structures, data relationships, search indexes, and retrieval pipelines that enable AI applications to access relevant, accurate, and properly governed enterprise information.\nSupport AI Data Readiness and Continuous Learning: Develop pipelines that capture AI agent activity, practitioner feedback, reviews, and corrections to support ground-truth datasets, AI evaluation, and ongoing improvements in data and retrieval quality.\nDrive Evaluation-Based Data Engineering: Establish measurable quality standards, testing frameworks, benchmarks, and validation processes to assess data extraction, retrieval effectiveness, and grounding accuracy.\nMaintain Data Freshness and Reliability: Implement incremental processing, change data capture, versioning, and monitoring capabilities to ensure data products, knowledge graphs, and search indexes remain accurate and current as source systems evolve.\nOwn Production Delivery and Operational Support: Deploy, monitor, troubleshoot, and maintain production data pipelines, applying strong engineering practices, automated testing, code reviews, and operational documentation.\nSupport Knowledge Transfer and Technical Ownership: Collaborate with external engineering partners to transition data solutions into internally owned, documented, and maintainable production environments, including the development of reusable code, tests, and runbooks.\nCollaborate Across Global and Cross-Functional Teams: Partner with AI Engineering, Platform & Production Engineering, enterprise data teams, subject matter experts, and engineering teams in India to align technical solutions with enterprise standards and business objectives.\nSupport Strategic Initiatives: Participate in special projects and perform other duties as assigned to advance the firm's AI and data platform capabilities.\nQualifications\nBachelor's degree in Computer Science, Engineering, or a related field; advanced degree preferred.\n3 years of hands-on data engineering or software engineering experience, including demonstrated success developing, deploying, and maintaining production data pipelines.\nRequired experience independently building and operating production pipelines on a modern lakehouse platform, with demonstrated ownership of data processing, transformation, and operational reliability.\nRequired experience implementing data quality, lineage, or data contracts within production pipelines, including automated testing, reconciliation, validation, or traceability practices.\nStrong proficiency in Python and SQL, with demonstrated ability to develop, optimize, test, and maintain production-quality data engineering solutions.\nStrong understanding of data modeling principles, including the ability to design scalable, maintainable data structures that accommodate evolving business requirements and source systems.\nExperience designing and developing batch and incremental data pipelines for structured and unstructured enterprise data.\nStrong software engineering fundamentals, including version control, automated testing, code reviews, debugging, and development of reliable, repeatable data processing workflows.\nDemonstrated ability to validate technical solutions through measurable outcomes, including automated tests, benchmarks, experiments, performance metrics, or comparative evaluations.\nExperience with modern lakehouse technologies such as Databricks, Apache Spark, Delta Lake, or medallion architecture strongly preferred.\nExperience with cloud-based data platforms, preferably Microsoft Azure, and associated data storage, processing, and integration services preferred.\nFamiliarity with enterprise data governance capabilities, including data catalogs, classification, access controls, lineage, and technologies such as Unity Catalog or comparable solutions preferred.\nExperience with knowledge graphs, graph databases, graph data modeling, vector search, hybrid search, or retrieval-based applications preferred.\nFamiliarity with unstructured data processing, document extraction, metadata management, content chunking, or search indexing preferred.\nExperience with entity resolution, master data management, change data capture, or incremental data processing preferred.\nUnderstanding of data provenance, traceability, and governance requirements within complex enterprise or regulated environments.\nStrong analytical thinking, technical judgment, and problem-solving skills, with the ability to independently evaluate trade-offs, troubleshoot complex issues, and develop scalable solutions.\nExcellent written and verbal communication skills, including the ability to document technical solutions, explain complex concepts, and collaborate effectively with technical and nontechnical stakeholders.\nDemonstrated ability to work with business subject matter experts, engineering teams, and globally distributed stakeholders to translate requirements into reliable data solutions.\nAbility to manage competing priorities, adapt quickly to evolving requirements, and deliver high-quality solutions in a fast-paced, collaborative environment.\nExperience using AI-assisted and agentic development tools to improve engineering productivity, or a strong willingness to incorporate these technologies into daily development practices.\nPrior experience with AI, machine learning, LLM systems, or knowledge graphs is not required; demonstrated engineering fundamentals and the ability to learn emerging technologies are essential.\nNo professional certifications or licenses required.\nThe pay rate range for this job position are listed below. Actual compensation is influenced by a variety of relevant factors including but not limited to applicant’s skills, prior experience, qualifications, degrees, professional certifications, work arrangements and geographic location. Baker Tilly offers a comprehensive compensation and benefits package to eligible employees.\nThe national pay rate range is $185,000 -$230,000\nIn California: pay rate range is $185,000 -$230,000","description_format":"text","description_chars":11229,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":["Continuous learning"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Audit & Assurance Firms","Management Consulting","Accounting & Bookkeeping Services","Tax Advisory & Preparation"],"lifecycle":[{"event":"open","at":"2026-10-29T02:04:23Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"green card filings: 1","filings_12m":0,"filings_prev_12m":0,"green_card_filings_12m":1,"median_offered_wage_usd":82500,"route":null,"cap_exempt":false,"checked_at":"2026-10-29T16:27:21+00:00","sources":["US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":0}],"liveness":{"score":63,"band":"ok","label":"Likely open","p_open":1,"p_active":0.632,"p_room":1,"age_days":3,"expected_fill_days":28,"reasons":["conf:1","stale_co","velocity","win:early","comp:brand"],"computed_at":"2026-10-31T05:58:55Z"},"pay":{"stated_usd_annual":230000,"is_top_pay":true},"html_url":"https://alion.io/job/baker-tilly-sr-data-engineer","json_url":"https://alion.io/job/baker-tilly-sr-data-engineer.json","meta":{"generated_at":"2026-10-31T06:27:29Z","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":9520,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-01T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"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":6269},"rest":"https://alion.io/mcp/rest/get_company?id=6269"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fbaker-tilly-sr-data-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"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%2Fbaker-tilly-sr-data-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"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%2Fbaker-tilly-sr-data-engineer"},{"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/baker-tilly-sr-data-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbaker-tilly-sr-data-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3434072}},{"tool":"search_jobs","arguments":{"company":"bakertilly.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3434072},"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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