• Reviewing AI-generated financial content and conversations for accuracy, appropriateness, and risk • Identifying unsafe or misleading financial guidance (e.g., overconfident claims, risk minimization, inappropriate advice) • Evaluating how AI systems handle uncertainty, disclaimers, and scope of knowledge in consumer-facing contexts • Assessing whether models appropriately challenge or push back on risky or incorrect user assumptions • Identifying patterns of sycophancy, over-alignment, or inappropriate agreement • Evaluating multi-turn conversations for drift, escalation, and policy breakdown over time • Participating in or reviewing red teaming exercises, including adversarial probing of AI systems to surface failure modes • Evaluating how models respond under pressure, ambiguity, and escalating user intent • Supporting quality assurance (QA) of red teaming outputs to ensure consistency and rigor • Documenting edge cases, failure modes, and emerging risk patterns • Providing structured written feedback to internal teams • Collaborating with interdisciplinary teams on AI safety, policy, and evaluation frameworks • Maintaining strict confidentiality and quality standards

• Manage the full-cycle accounting process, including AP/AR, general ledger, and month-end close • Prepare and analyze financial statements and reports • Ensure compliance with accounting standards and regulatory requirements • Develop and maintain financial models, forecasts, and budgets • Partner with leadership to support strategic financial planning and decision-making • Improve and implement financial processes, systems, and controls • Support audits, tax filings, and external reporting as needed**

• Oversee financial operations and reporting across multiple geographies. • Collaborate with management, accountants, auditors, and vendors to ensure seamless financial processes. • Manage and monitor budgets, perform bank reconciliations, and support financial audits. • Maintain accurate records and reports in QuickBooks and ensure compliance with relevant regulations. • Handle confidential information with discretion and professionalism. • Contribute to multiple projects with enthusiasm and adaptability. • Supporting HR tasks.

• Performing monthly variance analysis with forecast to actuals and recommending actions to management. • Creation of financial presentation for executive management. • Preparing the financial reporting portions of monthly financial reporting packages • Ad-hoc analysis and collaboration with other teams. • Preparation of monthly, quarterly, and annual budget forecasting cycles and working with department managers to collect inputs and perform analytical reviews and of financial dashboards and reporting of key performance measurements using accurate and quality data. • Managing complex financial models including reporting holistic project profitability and being able to present findings to leadership. • The ability to deep dive into departmental reporting. • The preparation of market analysis data and presentations. • Review and recommendations of expense saving exercises. • Documenting processes, recognizing areas of process improvement, and implementing streamlined procedures. • Supporting the finance teams with analysis for revenues/sales and costs based on contracts and prepare analysis over billing roles/rates and client and project profitability, regional and departmental reporting, as well as tracking all CRO metrics.