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with Tax, Legal, Technology, Finance, and business teams, the Senior Manager will identify and mitigate VAT risks, challenge proposed solutions, and influence senior stakeholders to make informed, risk-based decisions in a fast-paced and complex environment.</p>\n<p>Key Responsibilities:</p>\n<ul>\n<li>Lead VAT advisory and risk management for Amazon Business across multiple jurisdictions, supporting existing operations, new products, business initiatives, and expansion opportunities.</li>\n<li>Translate complex VAT requirements into practical and scalable solutions across business processes, products, systems, and operations, while identifying and mitigating VAT risks.</li>\n<li>Partner with business, technology, legal, finance, and tax teams to design, implement, and maintain effective VAT requirements and controls.</li>\n<li>Challenge proposed solutions and assess operational readiness for new launches and significant changes, identifying gaps, implementation risks, and potential VAT exposure.</li>\n<li>Provide strategic VAT advice to senior stakeholders, monitor regulatory developments, and lead complex cross-functional initiatives and the development of team members.</li>\n</ul>\n<p>A Day in the Life:</p>\n<ul>\n<li>Advise business and technology teams on VAT implications of new products, customer journeys, and operational changes.</li>\n<li>Review and challenge proposed solutions and requirements to identify VAT risks, gaps, and implementation issues.</li>\n<li>Engage with senior and cross-functional stakeholders to resolve complex VAT issues and drive risk-based decisions.</li>\n</ul>\n<p>Basic Qualifications:</p>\n<ul>\n<li>Professional tax, accounting or legal qualification (e.g., Chartered Accountant (CA), Associate Chartered Accountant (ACA), Chartered Tax Adviser (CTA), Chartered Institute of Taxation (CIOT) or similar).</li>\n<li>Experience liaising with tax authorities including responding to audits and information requests.</li>\n<li>Experience in an indirect tax role in a multinational and/or professional organization.</li>\n<li>Experience in advisory roles in a large accounting/consultancy practice, law firm, tax authority or business in-house.</li>\n<li>Knowledge of VAT in EU/UK.</li>\n<li>Experience analyzing and reviewing statutes, regulations, and case law and then extracting data to make appropriate recommendations.</li>\n</ul>\n<p>Preferred Qualifications:</p>\n<ul>\n<li>Experience with accounting concepts and tax regulations, laws and standards.</li>\n</ul>","enriched_at":1789801712273},{"id":"job_15a24909-cef","title":"Senior Finance Analyst","source_url":"https://www.amazon.jobs/en/jobs/10552000/senior-finance-analyst-eu-tcee-retail-finance","location":null,"job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"Finance","description":"<p>We are currently looking for a highly analytical and forward-thinking Senior Finance Analyst to join our EU Stores Finance team, partnering closely with Amazon&#39;s Category Leads to lead and manage strategic, financial, and operational plans.</p>\n<p>The Senior Finance Analyst will contribute to all controllership functions including financial reporting, planning, control and analysis to service our customers. In this role, you will partner with the commercial and other cross-functional teams (retail category management, fulfilment and transportation, marketing, accounting and tax to deliver growth and financial commitments.)</p>\n<p>Through insightful and data-driven analysis, you will lead growth and profitability improvement initiatives and work with the cross-functional teams to understand and boost the key drivers of the business.</p>\n<p><strong>Key Job Responsibilities:</strong></p>\n<ul>\n<li>Contribute to reporting, planning and analysis of key P&amp;L metrics and develop in-depth understanding of drivers of change;</li>\n<li>Provide decision support analysis using underlying data and identify areas of risk &amp; opportunity for the business;</li>\n<li>Support internal customer groups in all finance and accounting matters including budgeting, forecasting, expense tracking and control.</li>\n</ul>\n<p><strong>Basic Qualifications:</strong></p>\n<ul>\n<li>Bachelor&#39;s degree in finance, accounting or related field, or experience in relevant finance roles</li>\n<li>Speak, write, and read fluently in English</li>\n<li>Experience in forecasting, budgeting, variance analysis, and interpreting financial results</li>\n<li>Experience using financial models, KPIs, and data analysis to inform business decisions with proven business impact (e.g., financial savings, operational improvements, or customer benefits)</li>\n<li>Experience in commercial finance business partnering or FP&amp;A</li>\n<li>Experience in commercial finance business partnering or FP&amp;A (at a multinational organisation)</li>\n</ul>\n<p><strong>Preferred Qualifications:</strong></p>\n<ul>\n<li>Master&#39;s degree (MBA or related discipline)</li>\n<li>Professional accounting qualification (e.g. ACA, ACCA, CIMA, CPA, or equivalent)</li>\n<li>Knowledge of financial reporting tools (Cognos, Redshift)</li>\n<li>Experience developing financial models in Excel with advanced functions (pivot tables, macros, VBA, Power Query)</li>\n<li>Experience with data analytics platforms (Power BI, Python, SQL, Tableau)</li>\n</ul>","enriched_at":1789801634574},{"id":"job_d25ae409-a02","title":"Tax Data Analyst","source_url":"https://www.amazon.jobs/en/jobs/10496713/tax-data-analyst-global-tax-services","location":null,"job_type":null,"experience_level":null,"work_arrangement":null,"category":"Finance","description":"<p>Global Tax Services is seeking a detail-oriented and analytically driven Tax Data Analyst to join our growing team. This role supports the accuracy, integrity, and scalability of Amazon&#39;s global indirect tax reporting.</p>\n<p>The Tax Data Analyst brings a strong foundation in VAT/GST principles, hands-on experience reconciling complex datasets, and the curiosity to improve how tax data flows through our systems.</p>\n<p><strong>Key Responsibilities:</strong></p>\n<ul>\n<li>Reconcile large-scale datasets across tax calculation and reporting systems, ensuring accuracy and data integrity from source systems through transformation to final outputs</li>\n<li>Configure and maintain business rules for tax reporting across multiple jurisdictions, validating that mathematical models align with tax compliance requirements</li>\n<li>Manage data flows across the tax reporting lifecycle, identifying gaps, documenting requirements, and validating system output attributes against expected compliance outcomes</li>\n<li>Partner with engineering, data, and tax teams to support new system implementations and integrations</li>\n<li>Support change management activities for new system implementations, including testing, validation, and documentation of updated processes</li>\n<li>Contribute to process improvement initiatives, identifying inefficiencies in existing workflows and proposing practical, scalable solutions</li>\n</ul>\n<p><strong>Basic Qualifications:</strong></p>\n<ul>\n<li>Bachelor&#39;s degree</li>\n<li>Advanced knowledge of Microsoft Office products and applications</li>\n<li>Strong understanding of tax compliance principles, regulations, and reporting requirements across jurisdictions</li>\n<li>Experience in international indirect tax planning and strong understanding of or practical experience with tax laws in other countries</li>\n<li>Experience in a compliance-focused tax role in a multinational and/or professional organization</li>\n<li>Experience working with data analytics and using these metrics to identify problems</li>\n</ul>\n<p><strong>Preferred Qualifications:</strong></p>\n<ul>\n<li>Professional tax, accounting or legal qualification (e.g., Chartered Accountant (CA), Associate Chartered Accountant (ACA), Chartered Tax Adviser (CTA), Chartered Institute of Taxation (CIOT) or similar)</li>\n<li>Experience in tax, finance or a related analytical field, or experience working with large-scale data mining and reporting tools (examples: SQL, MS Access, Essbase, Cognos) and other financial systems (examples: Oracle, SAP, Lawson, JD Edwards)</li>\n</ul>","enriched_at":1789801615724},{"id":"job_43eeda67-7d6","title":"Senior Financial Analyst","source_url":"https://www.amazon.jobs/en/jobs/10538739/senior-financial-analyst","location":null,"job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"Finance","description":"<p>Amazon&#39;s Prime Video team has an opening for a Senior Financial Analyst to support the EMEA operational accounting activities of Prime Video.</p>\n<p>The ideal candidate will be comfortable in dealing with ambiguity with a strong ability to prioritise multiple projects and to execute deliverables with excellent communication and to a high standard. The ability to influence stakeholders will also be essential to succeed in this role.</p>\n<p>Key job responsibilities:</p>\n<ul>\n<li>Supporting aspects of accounting and reporting process</li>\n<li>End-to-end process ownership to support finance and business partners</li>\n<li>Understand internal control design concepts to assess effectiveness of controls and design new effective processes and controls</li>\n<li>Execute judgment and ensure right decisions are reached to accurately report financial results</li>\n<li>Drive projects, provide accounting guidance and often serve as first point of contact for finance and business partners to resolve issues</li>\n</ul>\n<p>Basic Qualifications:</p>\n<ul>\n<li>Experience in creating process improvements with automation and analysis</li>\n<li>Experience in identifying, leading, and executing opportunities to improve, automate, standardize or simplify finance or business tools and processes</li>\n<li>ACA, CIMA, ACCA or similar credentials required</li>\n<li>Experience of a monthly close cycle, periodic financial reporting and related analytical analysis with a knowledge of various GAAP accounting rules including US GAAP and IFRS</li>\n</ul>\n<p>Preferred Qualifications:</p>\n<ul>\n<li>Excellent analytical skills</li>\n<li>Experience working with a fast-paced, high-tech start-up or complex company</li>\n<li>Demonstrated history of solving multiple complex operational and accounting challenges</li>\n<li>Strong interpersonal, written, and oral communication skills</li>\n<li>Experience working with Oracle</li>\n</ul>","enriched_at":1789801601975},{"id":"job_a21faef9-a38","title":"Senior Financial Analyst","source_url":"https://www.amazon.jobs/en/jobs/10538740/senior-financial-analyst-emea-lease-accounting","location":"London","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Finance","description":"<p>We are seeking a Senior Financial Analyst to become a key member of the UK EMEA Non-AWS Lease Accounting team, located in our London office.</p>\n<p>The role has responsibility for the controllership and accounting function in support of the UK operations. The accounting flows are operated in multiple legal entities with involvement of a number of stakeholders in different locations.</p>\n<p>In addition to the accounting and reporting responsibilities, the individual will drive cross-border projects and develop best practice in processes and controllership on an international level. They will also drive implementation of policies with the financial leadership team based out of worldwide Amazon locations.</p>\n<p>Candidates for this position will be expected to demonstrate they were top performers at their level.</p>\n<h4>Key Responsibilities</h4>\n<ul>\n<li>Preparation of various deliverables to support both internal and external financial reporting needs, including analytic commentary and the preparation of supplementary financial analysis for management and other stakeholders.</li>\n<li>Preparation and review of monthly balance sheet account reconciliations and annual financial statements.</li>\n<li>Leading certain month end close activities, ensuring that relevant deadlines are met.</li>\n<li>Direct responsibility for improving accounting processes and controls for a business with a high volume of transactions.</li>\n<li>Actively participating in cross functional project launches from scoping through to testing and launch.</li>\n<li>Responsibility for actively engaging with a variety of stakeholders within the business, including technology and administrative team on business integration projects.</li>\n</ul>\n<h4>Basic Qualifications</h4>\n<ul>\n<li>Bachelor&#39;s degree in finance, accounting or related field, or experience or equivalent experience in finance roles.</li>\n<li>Knowledge of one or multiple accounting frameworks (including US GAAP, IFRS, or local GAAP frameworks), with the ability to apply them in day-to-day financial activities.</li>\n<li>Speak, write, and read fluently in English.</li>\n<li>Experience supporting month-end closing processes and contributing to financial reporting under established procedures.</li>\n<li>Experience supporting the implementation of controls or contributing to audits over financial reporting environments.</li>\n<li>Experience using financial models, KPIs, and data analysis to support business decisions.</li>\n<li>Professional accounting qualification (e.g. ACA, ACCA, CIMA, CPA, or equivalent).</li>\n</ul>\n<h4>Preferred Qualifications</h4>\n<ul>\n<li>Knowledge of financial reporting tools (Cognos, Redshift).</li>\n<li>Experience developing financial models in Excel with advanced functions (pivot tables, macros, VBA, Power Query).</li>\n<li>Experience with data analytics platforms (Power BI, Python, SQL, Tableau).</li>\n<li>Experience managing multiple projects and meeting aggressive deadlines.</li>\n<li>Experience working in large teams or at a national/multinational organization, or experience in accounting management in Big Four with Fortune 500 clients.</li>\n</ul>","enriched_at":1789801597662},{"id":"job_ac5557b8-252","title":"Senior Financial Analyst","source_url":"https://www.amazon.jobs/en/jobs/10543745/senior-financial-analyst-emea-payments-accounting","location":"London","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"Finance","description":"<p>We are seeking a Senior Financial Analyst to become a key member of the UK EMEA Payments Accounting team, located in our London office.</p>\n<p>The role has responsibility for the controllership and accounting function in support of the EMEA operations.</p>\n<p>The accounting flows are operated in multiple legal entities with involvement of a number of stakeholders in different locations.</p>\n<p>In addition to the accounting and reporting responsibilities, the individual will drive cross-border projects and develop best practice in processes and controllership on an international level.</p>\n<p>They will also drive implementation of policies with the financial leadership team based out of worldwide Amazon locations.</p>\n<p>Key job responsibilities:</p>\n<ul>\n<li>Preparation of various deliverables to support both internal and external financial reporting needs, including analytic commentary and the preparation of supplementary financial analysis for management and other stakeholders.</li>\n<li>Preparation and review of monthly balance sheet account reconciliations and annual financial statements.</li>\n<li>Leading certain month end close activities, ensuring that relevant deadlines are met.</li>\n<li>Direct responsibility for improving accounting processes and controls for a business with a high volume of transactions.</li>\n<li>Actively participating in cross functional project launches from scoping through to testing and launch.</li>\n<li>Responsibility for actively engaging with a variety of stakeholders within the business, including technology and administrative team on business integration projects.</li>\n</ul>\n<p>Basic Qualifications:</p>\n<ul>\n<li>Bachelor&#39;s degree in finance, accounting or related field, or experience or equivalent experience in finance roles</li>\n<li>Knowledge of one or multiple accounting frameworks (including US GAAP, IFRS, or local GAAP frameworks), with the ability to apply them in day-to-day financial activities</li>\n<li>Speak, write, and read fluently in English</li>\n<li>Experience supporting month-end closing processes and contributing to financial reporting under established procedures</li>\n<li>Experience supporting the implementation of controls or contributing to audits over financial reporting environments</li>\n<li>Experience using financial models, KPIs, and data analysis to support business decisions</li>\n</ul>\n<p>Preferred Qualifications:</p>\n<ul>\n<li>Professional accounting qualification (e.g. ACA, ACCA, CIMA, CPA, or equivalent)</li>\n<li>Knowledge of financial reporting tools (Cognos, Redshift)</li>\n<li>Experience developing financial models in Excel with advanced functions (pivot tables, macros, VBA, Power Query)</li>\n<li>Experience with data analytics platforms (Power BI, Python, SQL, Tableau)</li>\n</ul>","enriched_at":1789801514773},{"id":"job_772b4eac-9c3","title":"Finance Partner for EU Amazon Shipping","source_url":"https://www.amazon.jobs/en/jobs/10512585/finance-business-partner-amazon-shipping-swa-finance","location":null,"job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"Finance","description":"<p>As Finance Partner for EU Amazon Shipping, you&#39;ll partner with Operations teams and cross-functional finance groups to drive sustainable, profitable growth. You&#39;ll work with senior leaders across 5 EU country P&amp;Ls, collaborating with Supply Chain, Operations, and Finance functions to deliver insightful analysis and timely guidance.</p>\n<p>Key job responsibilities:</p>\n<ul>\n<li>Design and implement automated financial frameworks that scale across multiple countries and new business lines, reducing manual effort while increasing accuracy and speed of decision-making.</li>\n</ul>\n<ul>\n<li>Lead the transformation of traditional finance processes through automation and AI-powered tools, enabling the business to scale efficiently.</li>\n</ul>\n<ul>\n<li>Champion new ways of working across finance and operations teams, establishing standardized processes that can be replicated across the expanding SWA network.</li>\n</ul>\n<ul>\n<li>Work with transportation and finance teams to identify best practices, lead programmatic initiatives, and develop mechanisms that support rapid business growth.</li>\n</ul>\n<ul>\n<li>Create flexible frameworks that adapt to network variability, new programs, and enable dynamic modeling, turning complex multi-week analyses into real-time insights.</li>\n</ul>\n<p>About the team:</p>\n<p>Join EU Amazon Shipping (SWA) to build the next $Bn initiative. Shape the future of shipping as part of a new, emerging business solving the biggest customer pain points in the logistics industry globally.</p>\n<p>Amazon Shipping leverages Amazon&#39;s delivery network to build and scale a shipping service for any package type, destination, and service speed at competitive prices with service that consistently exceeds expectations.</p>\n<p>Basic Qualifications:</p>\n<ul>\n<li>Bachelor&#39;s degree in finance, accounting, business, economics, or a related analytical field.</li>\n</ul>\n<ul>\n<li>Experience applying key financial performance indicators (KPIs) to analyses.</li>\n</ul>\n<ul>\n<li>Experience in building financial and operational reports/data sets that inform business decision-making.</li>\n</ul>\n<ul>\n<li>Experience in creating process improvements with automation and analysis.</li>\n</ul>\n<ul>\n<li>Experience participating in continuous improvement projects in your team to scale and improve controllership with measurable results.</li>\n</ul>\n<p>Preferred Qualifications:</p>\n<ul>\n<li>Experience in identifying incomplete or inaccurate data, identifying the root cause, and creating/implementing an escalation plan.</li>\n</ul>\n<ul>\n<li>Experience in solving complex business challenges by delivering accurate and timely financial models, analysis, and recommendations that have a proven impact on business.</li>\n</ul>\n<ul>\n<li>Experience working with large-scale data mining and reporting tools and other financial systems.</li>\n</ul>\n<ul>\n<li>Experience delivering forecasting, budgeting, and variance analysis, and data interpretation of results.</li>\n</ul>","enriched_at":1788585309168},{"id":"job_b01df334-323","title":"Tax Product Manager","source_url":"https://www.amazon.jobs/en/jobs/10455225/senior-product-manager-global-tax-data-global-tax-services","location":null,"job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"Finance","description":"<p>Global Tax Services at Amazon is seeking a detail-oriented Tax Product Manager to define and drive the product vision, roadmap, and strategy for tax technology solutions that support Amazon&#39;s global tax compliance obligations.</p>\n<p>The Tax Product Manager serves as the strategic owner at the intersection of tax compliance, data infrastructure, and technology, translating complex tax requirements into scalable product solutions that enable long-term growth.</p>\n<p><strong>Key Responsibilities:</strong></p>\n<ul>\n<li>Own the product roadmap for tax data and reporting solutions, prioritizing features that address compliance requirements, data quality, and scalability across multiple jurisdictions.</li>\n<li>Define and communicate business requirements for tax reporting configurations, partnering with engineering teams to ensure business rule logic aligns with tax compliance obligations and product standards.</li>\n<li>Own the end-to-end product lifecycle for tax data flows , from requirements definition through delivery , identifying gaps, driving resolution, and validating that system outputs meet compliance and business requirements.</li>\n<li>Serve as a strategic business partner for new corporate initiatives, bridging communication between technical teams and business stakeholders across tax, finance, and operations to drive scalable implementations.</li>\n<li>Define and maintain the product vision, strategy, and roadmap for tax technology solutions in alignment with business priorities and compliance obligations.</li>\n<li>Demonstrate analytical capabilities to identify discrepancies, data quality issues, and validate data integrity across complex system environments.</li>\n<li>Partner with and influence business stakeholders on strategic programs, with strong communication skills to engage effectively with both technical and non-technical audiences.</li>\n<li>Drive product adoption and change management for new tax technology implementations, measuring success through defined KPIs and outcome metrics.</li>\n</ul>\n<p><strong>Basic Qualifications:</strong></p>\n<ul>\n<li>Bachelor&#39;s degree or equivalent.</li>\n<li>Experience owning/driving roadmap strategy and definition.</li>\n<li>Experience with end-to-end product delivery.</li>\n<li>Experience with feature delivery and tradeoffs of a product.</li>\n<li>Experience as a product manager or owner.</li>\n<li>Experience with product cycles of 6+ months.</li>\n<li>Experience in product or program management, product marketing, business development, or technology.</li>\n</ul>\n<p><strong>Preferred Qualifications:</strong></p>\n<ul>\n<li>Experience in influencing senior leadership through data-driven insights.</li>\n<li>Experience working across functional teams and senior stakeholders.</li>\n<li>Bachelor&#39;s degree in business administration, finance, economics, computer science, data science, engineering, or other related field.</li>\n<li>Knowledge of SQL/Python/R, scripting, MS Excel, table joins, and aggregate analytical functions.</li>\n</ul>","enriched_at":1782508112185},{"id":"job_d64440d8-324","title":"VAT Manager","source_url":"https://www.amazon.jobs/en/jobs/10411396/vat-manager-digital-and-devices-tax","location":"London","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Finance","description":"<p>Want to get close to the business? This VAT Manager role sits at the heart of Amazon&#39;s Digital &amp; Devices operation, advising on EMEA expansions, cross-border digital services, and new business models.</p>\n<p>You will join a team of ten VAT specialists covering Amazon&#39;s Digital and Devices portfolio, taking ownership of specific business lines within that portfolio. Our team supports some of Amazon&#39;s most recognised and fastest-growing businesses , including Prime Video, Amazon MGM Studios, Alexa, Kindle, Audible, Amazon Music, Twitch, Devices (Ring, Eero), Appstore, Digital Software and Games, Amazon Prime, and M&amp;A , as well as Amazon Leo, launching low earth orbit satellite broadband service for unserved and underserved communities worldwide.</p>\n<p>In your business lines, you will be the go-to VAT advisor: partnering directly with business teams to understand their commercial objectives and translating these into clear, pragmatic tax solutions. Your work will span product and service expansions, business restructurings, ESS obligations for cross-border digital services, e-invoicing launches across EMEA markets, and the full range of operational VAT questions that arise in a fast-moving environment.</p>\n<p>Beyond your own portfolio, you will contribute to wider VAT and indirect tax strategy, communicating effectively around what your businesses are planning and helping make sure the tax response across all disciplines is consistent and timely.</p>\n<p>A day in the life</p>\n<p>Your day will typically move between the technical and the commercial. You might start the morning working through the VAT treatment of a new digital service launching in a new market , reviewing place of supply rules, checking e-invoicing requirements, and turning your analysis into a clear recommendation the business can act on. By mid-morning you could be on a call with finance and legal colleagues, aligning on the indirect tax position for a content acquisition before contracts are signed.</p>\n<p>Your stakeholders are the product, finance, legal, and operations teams behind the businesses you support. Your job is to understand what they are building, get ahead of the tax implications, and stay with them through to implementation.</p>\n<p>About the team</p>\n<p>The team is based in London and Luxembourg, supporting some of Amazon&#39;s most exciting and innovative business lines.</p>\n<p>Our mission is to help Amazon&#39;s digital businesses launch, expand, and scale. That means partnering with the businesses we support, from advice through to implementation , and staying close as the business evolves.</p>\n<p>The team operates with a high degree of trust and autonomy. You will own your portfolio, but never work in isolation , we collaborate closely across direct tax, transfer pricing, and compliance, and share knowledge openly when things get complex.</p>","enriched_at":1778256422469}],"category_normalised":[{"category":"finance","count":9}],"velocity":{"weeks":[{"week_start":"2026-05-04","count":1},{"week_start":"2026-06-22","count":1},{"week_start":"2026-08-31","count":1},{"week_start":"2026-09-14","count":6}],"trend":"stable","wow_pct":500},"momentum":{"recent_14d":6,"prior_14d":1,"growth_pct":500,"classification":"stable"},"salary_vs_industry":{"company_median":null,"industry_median":null,"percentile":null,"sample_size":0,"by_region":[],"transparency_pct":0,"industry_transparency_pct":0,"transparency_warning":true},"market_share":{"company_jobs":9,"industry_total":9,"share_pct":100,"rank":1,"peer_count":1},"ai_exposure":{"occupation_weighted_score":0.511,"skill_weighted_score":0.541,"top_exposed_titles":[{"title":"Senior Financial Analyst","count":3,"score":0.572}],"top_exposed_skills":[{"skill":"Financial Analysis","count":4,"score":0.572},{"skill":"Excel","count":3,"score":0.572},{"skill":"Power BI","count":3,"score":0.572},{"skill":"Tableau","count":3,"score":0.572},{"skill":"Accounting","count":3,"score":0.572},{"skill":"Cognos","count":3,"score":0.535},{"skill":"Data Analysis","count":4,"score":0.509},{"skill":"Python","count":4,"score":0.509},{"skill":"SQL","count":5,"score":0.499}]},"peer_set":[],"skills_lq":[],"geographic_shift":{"current":[{"region":"United Kingdom","count":3,"share_pct":100}],"emerging":[],"shrinking":[]},"seniority_anomalies":{"exec_recent_30d":0,"exec_prior_90d_avg":0,"exec_growth_pct":0,"notable_exec_hires":[]},"posting_dynamics":{"median_days_open":1,"industry_median_days_open":1,"long_open_count":1,"closure_rate_pct":99}}}}