NewPartner- Financial Services Litigation JobotPartner- Financial Services LitigationNew York, NY$200,000–$250,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from Jobot, and/or its agents and contracted partners.
NewEntry Level Financial Services Vaco LLCEntry Level Financial ServicesJersey city, NJ$26–$26Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. Determining compensation for this role (and others) at Vaco/Highspring depends upon a wide array of factors including but not limited to the individual’s skill sets, experience and training, licensure and certifications, office location and other geographic considerations, as well as other business and organizational needs.
NewController - Financial Services JobotController - Financial ServicesNew York, NY$200,000–$225,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. We are partnering with a rapidly growing, institutionally backed financial services firm focused on lending and credit solutions to hire a Controller to lead all core accounting operations.
NewREMOTE - Controller - CFO Services / Outsourced Accounting JobotREMOTE - Controller - CFO Services / Outsourced AccountingCranford, NJRemote$160,000–$175,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. This is a high-impact role for an experienced accounting professional who is passionate about leveraging cutting-edge technology to deliver controller and CFO-level services to a diverse client portfolio.
Complex Commercial Litigation Associate – Bank-side (defense) financial services litigation Beta-Search, IncComplex Commercial Litigation Associate – Bank-side (defense) financial services litigationMorristown, NJ$160,000–$180,000 / yearYou’ll defend Fortune 500 financial institutions in high-stakes commercial litigation — this is a rare opportunity to do sophisticated bank-side work at a firm whose specialty practice was named NJ Law Journal Litigation Department of the Year in 2020, with a real partnership track from within. Complex Commercial Litigation Associate with 4–8 years of post-JD experience to join Law firm award-winning Securities Litigation, Arbitration, Regulation and Investigations group.
IT Project Manager – commercial or Property & Casualty insurance or financial services Beta-Search, IncIT Project Manager – commercial or Property & Casualty insurance or financial servicesMorristown, NJ$60–$65 / hourContractorThe IT Project Manager oversees the planning and execution of mid‑sized to large IT initiatives, ensuring projects are delivered on time, within scope, and within budget.
Tax Director / Tax Partner – Financial Services (cpa firm) - Hybrid CPA firmTax Director / Tax Partner – Financial Services (cpa firm) - HybridNew York, NY$225,000–$500,000 / yearFull timeThe Tax Director / Partner in the Financial Services group will be responsible for providing strategic tax advice and services to clients within the financial services industry, including private equity, and funds.
Hybrid HR Manager - Up to $160K - Financial Services Page GroupHybrid HR Manager - Up to $160K - Financial ServicesManhattan, NY$130,000–$160,000 / yearFull timeThis is both a strategic and hands-on HR Manager role - you will be responsible for leading all HR initiatives for a New York-based office and partnering closely with senior leadership to support business objectives. Serve as the primary HR point of contact for the New York office, advising senior leadership on all HR matters.
NewSenior Tax Associate – High Net Worth Clients & Family Office Services JobotSenior Tax Associate – High Net Worth Clients & Family Office ServicesNew York, NY$120,000–$140,000 / yearYou'll work alongside experienced tax professionals, financial advisors, estate planning specialists, and client service teams to help high-net-worth families navigate complex financial situations. The firm takes a highly integrated approach to wealth management, bringing together investment management, financial planning, tax advisory, estate planning, and family office services under one roof.
NewFinancial Services Professional NYL - Nassau GOFinancial Services ProfessionalUniondale, NYNew York Life's culture of innovation and its focus on long-term client success ensure you're not just part of a company but a community dedicated to doing good. You'll build lasting relationships founded on trust and integrity, providing tailored financial solutions that truly make a difference.
NewSales Manager Financial Services NYL - Nassau GOSales Manager Financial ServicesUniondale, NYJoin us at New York Life, where we're committed to empowering our Sales Managers to lead with confidence and make a significant impact in the financial services industry. Monitor and report on sales performance, using data-driven insights to make informed decisions and adjustments as needed.
Transaction Advisory Manager - Financial Services Practice, Financial Due Diligence (FDD) bdo consultingTransaction Advisory Manager - Financial Services Practice, Financial Due Diligence (FDD)New York, NY$100,000–$170,000 / yearThe annual allocation to the ESOP is fully funded by BDO through investments in company stock and grants employees the chance to grow their wealth over time as their shares vest and grow in value with the firm’s success, with no employee contributions. We are committed to delivering exceptional experiences to middle market leaders by sharing insight-driven perspectives, helping companies take business as usual to better than usual.
NewAssociate, Transaction Advisory Services JobotAssociate, Transaction Advisory ServicesNew York, NY$120,000–$150,000 / yearEstablished over 50 years ago with billions in assets, we have expertise in a wide array of strategic advisory services our Transaction Advisory Services practice assists private equity and corporate clients with financial, IT and tax due diligence, business analytics and technical accounting matters associated with corporate mergers, divestitures and acquisitions (M&A). Information collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal.
NewSenior Associate Financial Due Diligence JobotSenior Associate Financial Due DiligenceNew York, NYRemote$120,000–$145,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. We are an M&A advisory firm focused exclusively on providing transaction services including financial and accounting due diligence, tax due diligence and structuring, and integration services for both private equity and corporate clients.
Senior Manager, Product Management – Consumer Financial Service Western Union Business Solutions (acquired by Convera)Senior Manager, Product Management – Consumer Financial ServiceNew York, NY$150,000–$190,000 / yearDrive cross-functional roadmap alignment across core business stakeholders, regional product leads, engineering, compliance, legal, marketing, and customer care teams. As the lead for this product area, you will define and drive a globally scalable yet locally tailored strategy across lending, card, bill pay, and other financial services products.
NewFinancial Controller Diagnostica Stago, Inc.Financial ControllerParsippany, NJ$100,000–$130,000 / yearFull timeMust have a strong understanding of: US GAAP; IFRS; Tax compliance; Revenue recognition; Inventory accounting; Internal controls; Audit management; ERP implementation and process transformation experience preferred; High level of proficiency in ERP systems and use of reporting tools to analyze large amount of data required. The successful candidate will build and develop a high-performing team, cultivate a culture of accountability and continuous improvement, and help position Finance as a trusted business partner that enables growth while protecting the financial health of the organization.
Junior Customer Service Associate in Saddle Brook, NJ- 50k! Beacon Hill Staffing Group, LLCJunior Customer Service Associate in Saddle Brook, NJ- 50k!Saddle Brook, New Jersey$45,000–$55,000 / yearFull timeLearn more about Beacon Hill and our specialty divisions, Beacon Hill Associates, Beacon Hill Financial, Beacon Hill HR, Beacon Hill Legal, Beacon Hill Life Sciences and Beacon Hill Technologies by visiting www.bhsg.com. Our niche brands offer a complete suite of staffing services to emerging growth companies and the Fortune 500 across market sectors, career specialties/disciplines and industries.
NewDirector, Transaction Advisory Services - Healthcare Financial Due Diligence bdo consultingDirector, Transaction Advisory Services - Healthcare Financial Due DiligenceNew York, NY$180,000–$280,000 / yearExamines complex deal related issues and provide appropriate insight into deal specific matters, including but not limited to quality of earnings adjustments, pro-forma/normalization calculations, working capital analysis and definition, debt and debt-like analysis, warranties & indemnities, sale and purchase agreement review. The Transaction Advisory Services (TAS) Director is an essential team member that will work to ensure financial due diligence engagements are executed timely and that client expectations are met, if not exceeded and support the overall delivery of the national TAS strategy.
NewAudit Manager / Sr. Manager -= Financial Services (cpa firm) – Hybrid CPA firmAudit Manager / Sr. Manager -= Financial Services (cpa firm) – HybridNew York, NY$100,000–$225,000 / yearFull timeThe Audit Senior Manager will lead audit engagements for a diverse portfolio of financial services clients, including private equity, hedge funds, broker-dealers, and other investment firms.
NewFinancial Advisor New York Life - UniondaleFinancial AdvisorUniondale, NYDetermine cash flow, income, financial status, financial goals, monetary assets and all other financial situations related to wealth management to help clients define and achieve their financial objectives. Anticipates future needs of all clients and works with senior-level advisors to call on established clients to renew and upgrade accounts.
NewManager / Director Transaction Services (M&A) Kforce Inc.Manager / Director Transaction Services (M&A)New York, NY$125,000–$200,000Run multiple and challenging Transaction Advisory Services engagements (financial due diligence), participating in transactions related to the acquisitions by private equity investor groups and strategic corporate buyers. Responsibilities Include: Manager/Director Transaction Services will lead buy - side diligence, sell - side diligence, working capital assistance, merger integration and optimization, divestitures and carve outs, and valuation services.
NewAccounting Manager - Client Accounting Services JobotAccounting Manager - Client Accounting ServicesNew York, NY$90,000–$110,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from Jobot, and/or its agents and contracted partners.
NewTreasury Services & Platform Enablement Mitchell MartinTreasury Services & Platform EnablementMorristown, NJ$280,000–$280,000 / yearBy applying for this job, you agree to receive AI-generated calls, text messages, and/or emails from Mitchell Martin Inc and its affiliates and contracted partners at various frequency through traditional and automated methods. • The successful candidate will manage platform operations for treasury and commercial banking services, ensuring operational excellence and stability.
NewSales/Financial Analyst JobotSales/Financial AnalystEdison, NJ$100,000–$140,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. If you are a driven individual with a passion for sales analysis and a desire to make a significant impact in the healthcare industry, we would love to hear from you.
NewSenior Financial Reporting Manager Kforce Inc.Senior Financial Reporting ManagerNew York, NY$150,000–$200,000Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs. By clicking “Apply Today” you agree to receive calls, AI-generated calls, text messages or emails from Kforce and its affiliates, and service providers.
NewChief Financial Officer Kforce Inc.Chief Financial OfficerNew York, NY$275,000–$325,000Kforce's client, a NYC based mid-sized size law firm dedicated to providing exceptional legal services, seeks a Chief Financial Officer in New York, NY. Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs.
NewCFO - Law Firm Kforce Inc.CFO - Law FirmNew York, NY$270,000–$310,000Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs. By clicking “Apply Today” you agree to receive calls, AI-generated calls, text messages or emails from Kforce and its affiliates, and service providers.
NewChief Financial Officer Non Profit Catholic Charities, Diocese of MetuchenChief Financial Officer Non ProfitPerth Amboy, NJ$145,000–$155,000 / yearFull timeCatholic Charities, Diocese of Metuchen (CCDOM), with more than 450 employees is a non-profit, social services agency with its mission, driven by Catholic social teaching, of providing quality services with dignity and respect to the poor, vulnerable and all people in need and partnering with families and communities to improve the quality of life. As a member of the Executive team, the CFO reports directly to the Executive Director and is responsible for managing all activities related to the Agency’s accounting and financial reporting in accordance with generally accepted accounting principles.
Tax Experienced Manager, Private Client Services bdo consultingTax Experienced Manager, Private Client ServicesNew York, NY$136,000–$165,000 / yearA Tax Experienced Manager, Private Client Services is responsible for utilizing their educational background and professional experience as well as their communication, time management, leadership, technical, business development, and people skills to provide tax compliance and consulting services to our high net-worth clients. Offering a high touch approach, we have extensive experience serving high net-worth individuals, their families, family offices, C-Suite executives, athletes, entertainers, as well as other people with complicated tax and financial structures.
Tax Manager, Private Client Services bdo consultingTax Manager, Private Client ServicesNew York, NY$112,000–$150,000 / yearA Tax Manager, Private Client Services is responsible for utilizing their educational background and professional experience as well as their communication, time management, leadership, technical, business development, and people skills to provide tax compliance and consulting services to our high net-worth clients. The annual allocation to the ESOP is fully funded by BDO through investments in company stock and grants employees the chance to grow their wealth over time as their shares vest and grow in value with the firm’s success, with no employee contributions.
Tax Senior Manager, International Tax Services bdo consultingTax Senior Manager, International Tax ServicesNew York, NY$99,750–$262,500 / yearWork with Specialized Tax Services and International Tax Partners, Local Office Managing Partner and local and regional Business Development Managers to develop and execute an effective marketing plan. Additionally, the International Tax Senior Manager is a critical part of the office’s / region’s Tax Services leadership team and in this capacity will act as source for guidance on international tax questions and issues.
NewTax Managing Director, Core Tax Services bdo consultingTax Managing Director, Core Tax ServicesWoodbridge, NJ$190,000–$335,000 / yearThe Tax Managing Director is responsible for applying industry specific knowledge to advice clients on the tax implications of their business objections, evaluating and selecting alternative actions to lessen tax burden and cost of compliance, identifying different methods of complying with tax regulations while acting as the primary client contact for complex tax issues. Develops an in-depth understanding of the technical and practical issues and opportunities regarding one or more areas of taxation, e.g., individual, corporate, property, sales, corporate, pass-through, state and local, international, expatriate, transfer pricing, credits and incentives, compensation and benefits, accounting methods, R&D tax benefits.
NewPartnership Tax Managing Director, Advanced Computational Services bdo consultingPartnership Tax Managing Director, Advanced Computational ServicesNew York, NY$157,500–$420,000 / yearThe Tax Managing Director, Partnerships is responsible for advising clients on the tax implications of their business objectives and various partnership specific items including but not limited to section 704(b) and taxable income allocations, capital account maintenance, liability analysis and allocations, section 734(b) and 743(b) adjustment calculations and Tax Receivable Agreement (TRA) calculations. In addition, the Tax Managing Director, Partnerships develops and drives process improvement and team-building initiatives, maintains client relationships, and acts as a source of guidance to other team members.
Financial Operations Associate Stonex GroupFinancial Operations AssociateWarren, NJ$40,000–$43,000 / yearAs a Fortune 100, Nasdaq-listed provider, we connect clients to the global markets – focusing on innovation, human connection, and providing world-class products and services to all types of investors. Whether you want to forge a career connecting our retail clients to potential trading opportunities, or ingrain yourself in the world of institutional investing, StoneX Group is made up of four business segments that offer endless potential for progression and growth.
Analyst, Financial Advisory ICONIQ CapitalAnalyst, Financial AdvisoryNew York, NY$90,000–$105,000 / yearWith over $100B assets under management, we seek to build resilient investment portfolios, partner with inspired entrepreneurs transforming industries, manage our clients’ lives and legacies, and create uncommon opportunities across sectors and society. Personal information collected by the Greenhouse portal is subject to the Greenhouses privacy policy, available here [https://www.greenhouse.com/privacy-policy] and ICONIQ’s Privacy Policies available here [https://www.iconiqcapital.com/privacy-policies].
NewTransaction Advisory Managing Director - Financial Due Diligence (FDD) bdo consultingTransaction Advisory Managing Director - Financial Due Diligence (FDD)New York, NY$250,000–$400,000 / yearLeads complex deal related issues and provides appropriate insight into deal specific matters, including but not limited to quality of earnings adjustments, pro-forma/normalization calculations, working capital analysis and definition, debt and debt-like analysis, warranties & indemnities, sale and purchase agreement review. Ten (10) years of prior financial statement related professional services experience, of which at least five (5) years has been spent in a dedicated TAS environment, to include complex national and multi-national buy and sell side transactions, required; carve-out experience, preferred.
Prime Services Negotiator VP BarclaysPrime Services Negotiator VPNew York, NYThis is an exciting opportunity to showcase your expertise in drafting, negotiating, and executing prime services agreements (including cash prime brokerage agreements, futures agreements, OTC clearing agreements, and ISDA master agreements, Intermediation agreements (FXPBA), repurchase agreements (GMRA/GMSLA) and stock lending agreements (MSLA)), and provide the highest quality of service to sophisticated, multi-faceted and high-caliber clients in a dynamic environment. As a Barclays Prime Services Negotiator VP, you will be responsible for drafting, negotiating, and executing capital markets contract documentation to support the Prime Services and Prime Derivative Services businesses.
NewManaging Director, Transaction Advisory Services (M&A Tax) bdo consultingManaging Director, Transaction Advisory Services (M&A Tax)New York, NY$250,000–$350,000 / yearThe responsibilities of this role will include working with BDO counterparts in India to increase capacity for Section 382 consulting, training the TAS team and overall tax practice as to Section 382 tax technical topics, and improving BDO’s deliverables, tools, and templates related to Section 382. Understands the technical and practical issues and opportunities regarding the taxation of corporate mergers, acquisitions, and restructurings involving corporate entities, including (but not limited to): Form and ramifications of various taxable asset and stock transactions.
NewVice President, Auditor, Global Payments and Trade/Treasury Services BNYVice President, Auditor, Global Payments and Trade/Treasury ServicesJersey City, NJ$68,000–$160,000Perform walkthroughs with process owners; document results in narratives/flowcharts; identify and document risks and controls; develop and execute testing strategy; prepare supporting workpapers; and document test exceptions and conclusions. Good knowledge of Global Payments and Trade/Treasury Services products and operations - including Trade Finance, Cash Management, Global Payments, Client Services and Consumer Compliance (Regulation E).
NewVice President, Auditor, Markets and Wealth Services BNYVice President, Auditor, Markets and Wealth ServicesJersey City, NJ$68,000–$160,000Perform walkthroughs with process owners; document results in narratives/flowcharts; identify and document risks and controls; develop and execute testing strategy; prepare supporting workpapers; and document test exceptions and conclusions. Candidates must have deep knowledge of clearing broker‑dealer functions and the full trade lifecycle, including: Execution processes: Order routing, trade capture, and execution mechanics across various asset classes.
Tax Manager, International Tax Services bdo consultingTax Manager, International Tax ServicesNew York, NY$79,800–$168,000 / yearThe Tax Manager, International Tax Services will manage international tax consulting projects for multinational businesses including identifying planning and optimization needs, developing solutions, communicating to the client in a non-technical manner while managing risk and coordinating the overall implementation process between the client, BDO internal services teams, BDO member firms globally and outside advisors. An Tax Manager, International Tax Services is responsible for advising multinational clients in a large variety of industries of the tax implications relating to their business objectives, recommending alternate courses of action, as well as identifying different methods of complying with tax regulations.
Vice President/Senior Vice President, IPO - Financial Communications TeneoVice President/Senior Vice President, IPO - Financial CommunicationsNew York, NY$170,000–$190,000 / yearOur full range of advisory services includes strategic communications, investor relations, financial transactions and restructuring, management consulting, physical and cyber risk, organizational design, board and executive search, geopolitics and government affairs, corporate governance and ESG. Manage day-to-day account work of producing and refining deliverables – including strategic plans, messaging documents, press releases, talking points, scripts, presentations, Q&A, briefing memos.
Head of Financial Reporting Page GroupHead of Financial ReportingNew York, NY$200,000–$250,000 / yearFull timeThe position provides strong exposure to senior management and plays a critical role in ensuring the integrity and transparency of financial information within a complex regulatory environment. This is a highly visible leadership role offering the opportunity to shape and enhance a firm's financial reporting and regulatory framework.
Director, Finance Transformation | Office of CFO Advisory Fti ConsultingDirector, Finance Transformation | Office of CFO AdvisoryNew York, NYLead end-to-end Finance Transformation projects across key areas including: Finance function assessments, finance function capability stand-up and optimization, operating model design, service delivery model program design and implementation (i.e. shared services, centers of excellence, outsourcing, and global business services), cost reduction programs, process optimization and automation, and working capital optimization. In FTI Consulting’s Corporate Finance & Restructuring organization, we focus on our clients’ strategic, operational, financial and capital needs by addressing the full spectrum of financial and transactional challenges faced by corporations, boards, private equity sponsors, creditor constituencies and other stakeholders.
Bilingual French Contact Center Agent I Company ConfidentialBilingual French Contact Center Agent IQueens, New York$51,500–$55,000 / yearFull timeProvide internal and external member service by responding to calls, emails or chats in all inbound queues related to product information, account details, debit/credit card inquiries, establishing new accounts for existing members, etc. Regardless of seniority or role, uphold UNFCU’s mission, core values, and guiding principles by providing an exceptional service experience to colleagues and members alike through consistent demonstration of our service excellence behaviors.
NewController - CPA JobotController - CPANew York, NY$200,000–$220,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. Backed by a strong leadership team and investors, the organization is building a scalable infrastructure to support accelerated growth, regulatory compliance, and public company readiness.
VP Professional Services, Data Experience Dassault SystèmesVP Professional Services, Data ExperienceIselin, NJ$216,000–$288,000 / yearYou are a "player-coach" at heart—a strategic leader who can command a room with a C-suite executive, a data-savvy expert who can guide a team through a complex analytics strategy, and a proven people manager who excels at mentoring and scaling a world-class team. Celebrating 25 years of ground-breaking technological innovation across more than 36,000 trials and 11 million patients, Medidata offers industry-leading expertise, analytics-powered insights, and one of the largest clinical trial data sets in the industry.
Tax Senior Manager, Transaction Advisory Services (M&A) bdo consultingTax Senior Manager, Transaction Advisory Services (M&A)New York, NY$170,000–$220,000 / yearThe Tax Senior Manager, Transaction Advisory Services is an essential team member that will work to ensure engagements are executed timely and that client expectations are met, if not exceeded and support the overall delivery of the national TAS Tax strategy. The annual allocation to the ESOP is fully funded by BDO through investments in company stock and grants employees the chance to grow their wealth over time as their shares vest and grow in value with the firm’s success, with no employee contributions.
NewVice President, Auditor, Global Financial Crimes and Compliance BNYVice President, Auditor, Global Financial Crimes and ComplianceNew York, NY$69,000–$160,000Tools and skills: Microsoft 365 (Excel – advanced, PowerPoint, Word; Visio a plus); data/analytics tools such as Alteryx; strong proficiency in Python and SQL for audit analytics, control testing automation, and evidence generation; experience with BI/visualization platforms (Tableau, Power BI), big‑data/ML ecosystems (Databricks, Spark), and familiarity with AI‑enabled surveillance/case management platforms; working knowledge of MLOps relevant to audit (versioning, change controls, monitoring, and drift management). Practical expertise in surveillance and control testing: AML and economic sanctions scenario development, model calibration and threshold governance, alert QA, false positive reduction, coverage mapping, data quality controls, audit‑readiness documentation, and runbook management; complemented by audit validation of models (feature engineering reviews, drift monitoring, performance thresholds, and explainability testing).