39 Financial Risks jobs in Qatar
Financial Planning and Analysis Manager
Posted 1 day ago
Job Viewed
Job Description
The Financial Planning and Analysis Manager is responsible for financial modeling related to industry and regional competitive intelligence, strategic planning, cash management, and treasury projects. This role oversees Group management and statutory reporting, including monthly and quarterly reports, budgets, and forecasts, along with in-depth analysis of key metrics to support senior management in delivering the Group's financial performance.
Job Responsibilities
- Develop business planning processes, prepare reports, and analyze key financial metrics.
- Deliver in-depth financial analysis and narratives for operational and strategic decision-making.
- Analyze financial models for industry and regional intelligence, strategic planning, and cash management.
- Design drivers-based plans and provide analytical support to leadership.
- Ensure robust forecasting processes with stakeholder input.
- Prepare budgets, forecasts, executive reports, and evaluate business opportunities aligned with strategic goals.
- Collaborate with operational teams to meet business objectives and develop proposals.
- Assist in modeling acquisitions and provide commercial guidance.
- Develop models for strategic plans and transactions.
- Work with department heads and HR to optimize results.
- Provide insights into budgeting and strategic planning processes.
- Engage closely with the CFO to facilitate business interactions.
- Perform ad hoc analyses and oversee financial systems implementation.
Additional Responsibilities
- Prepare annual budgets and monthly forecasts, monitor reconciliations.
- Develop financial plans, conduct comparative analyses, and prepare annual budgets.
- Coordinate with business units and managers to enhance financial support.
- Report on income and expenses, compile financial data, and prepare final reports.
- Develop consolidated forecasts in collaboration with sales and operations teams.
- Evaluate financial results and conduct commercial analyses.
Job Knowledge & Skills
- Deep knowledge of IFRS and regulatory requirements.
- Experience working with executive teams.
- Proficiency with the latest accounting tools/software.
- Understanding of auditing, risk management, and control processes.
- Strong grasp of finance and accounting principles.
- Knowledge of financial reporting, audit quality, and industry specifics, especially in construction and the Middle East.
- ERP experience, preferably SAP.
Job Experience
- Minimum 8 years of relevant experience, including 5 years in supervisory roles, with GCC experience as a plus.
Education
- Bachelor's Degree in Accounts and Finance.
- Professional qualification such as CA or CMA.
Financial Planning and Analysis Manager
Posted 1 day ago
Job Viewed
Job Description
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The Financial Planning and Analysis Manager is responsible for financial modeling for reporting of industry and regional competitive intelligence, strategic planning, cash management, and treasury-related projects.This role will take full responsibility for the Group management and statutory reporting which includes monthly and quarterly reporting, budgets and forecasting as well as in-depth analysis of key metrics thus supporting senior management with the delivery of the Group financial performance
Job Responsibilities 1Develop business planning process, prepares reports, and analyzes all chief metrics for all financial plans.
Prepare and deliver in-depth financial analysis and insightful narrative on the financial and commercial areas for operational and strategic business requirements.
Responsible for analyzing financial modeling for reporting of industry and regional competitive intelligence, strategic planning, cash management and related projects.
Design various drivers-based plans and provides analytical support to leaders
Ensure robust forecasts are in a place having challenged and interrogated the key inputs with the relevant stakeholders
Prepare budgeting, forecast, executive reports and business opportunity evaluations to be in line with strategic business objectives, and provide financial analysis and recommendation to Management
Collaborate with different operations teams to achieve all business objectives and prepare appropriate business proposals and operating practices.
Assist in modeling acquisitions and provide commercial guidance to the wider function
Develop and models strategic plans. Build models for transactions and support the transaction process
Work with department directors and human resources for achieving optimal results for guests and financial performance.
Provide commercial insight into both the budgeting process and strategic planning within the business
Work very closely with the CFO to drive interaction with the wider business
Performs ad hoc analysis and coordinates with teams and implements all financial systems.
Job Responsibilities 2Prepare yearly budgeting and monthly forecasts and coordinate with senior management and monitor reconciliation of buying requisitions.
Develop financial plans perform comparative analyses and prepare an annual budget.
Coordinate with business units and managers and makes recommendations to enhance financial support to all plans
Prepare reports on income and expenses of the Company, coordinates with various departments and compiles all financial data, and prepares final financial reports.
Develop consolidated forecasts, and coordinates with various sales and operation team to develop financial forecasts.
Evaluate all financial results and associated reporting, conduct financial and commercial studies to develop analyses
Additional Responsibilities 3 Job Knowledge & SkillsIn-depth knowledge and detailed insights into IFRS and regulatory requirements
Experience working within an executive team
Knowledgeable in the latest accounting tools/software
Knowledge of the Code of Ethic for Auditing, Risk Management and Control processes
Deep Knowledge of finance and accounting principles and practices
Knowledge of final responsibility for the quality and content of all financial data, reporting, and audit
General planning, coordination, and knowledge of the construction industry in general and the Middle-East in particular
Detailed understanding and extensive experience in the financial planning process.
ERP knowledge preferably SAP functional skills are a requirement to be successful in this role.
Job ExperienceMinimum 8 years working experience, 5 years in a relevant supervisory position, 2 years GCC experience is a plus
Accountability
Build High-Performing Teams
Provide Direction
Budget Preparation and Reporting L4
Budgeting Analysis L4
Cost Accounting Theory/Concepts L4
Cost Variance Analysis L4
Leadership
Quality
Resilience
EducationBachelor's Degree in Accounts and Finance
Profesional degree in Chartered Accountant (CA) or Certified Management Accountant (CMA)
All 2019 All Rights Reserved
Financial Planning and Analysis Manager
Posted 1 day ago
Job Viewed
Job Description
Press Tab to Move to Skip to Content Link
Select how often (in days) to receive an alert: Create Alert
The Financial Planning and Analysis Manager is responsible for financial modeling for reporting of industry and regional competitive intelligence, strategic planning, cash management, and treasury-related projects.This role will take full responsibility for the Group management and statutory reporting which includes monthly and quarterly reporting, budgets and forecasting as well as in-depth analysis of key metrics thus supporting senior management with the delivery of the Group financial performance
Job Responsibilities 1Develop business planning process, prepares reports, and analyzes all chief metrics for all financial plans.
Prepare and deliver in-depth financial analysis and insightful narrative on the financial and commercial areas for operational and strategic business requirements.
Responsible for analyzing financial modeling for reporting of industry and regional competitive intelligence, strategic planning, cash management and related projects.
Design various drivers-based plans and provides analytical support to leaders
Ensure robust forecasts are in a place having challenged and interrogated the key inputs with the relevant stakeholders
Prepare budgeting, forecast, executive reports and business opportunity evaluations to be in line with strategic business objectives, and provide financial analysis and recommendation to Management
Collaborate with different operations teams to achieve all business objectives and prepare appropriate business proposals and operating practices.
Assist in modeling acquisitions and provide commercial guidance to the wider function
Develop and models strategic plans. Build models for transactions and support the transaction process
Work with department directors and human resources for achieving optimal results for guests and financial performance.
Provide commercial insight into both the budgeting process and strategic planning within the business
Work very closely with the CFO to drive interaction with the wider business
Performs ad hoc analysis and coordinates with teams and implements all financial systems.
Job Responsibilities 2Prepare yearly budgeting and monthly forecasts and coordinate with senior management and monitor reconciliation of buying requisitions.
Develop financial plans perform comparative analyses and prepare an annual budget.
Coordinate with business units and managers and makes recommendations to enhance financial support to all plans
Prepare reports on income and expenses of the Company, coordinates with various departments and compiles all financial data, and prepares final financial reports.
Develop consolidated forecasts, and coordinates with various sales and operation team to develop financial forecasts.
Evaluate all financial results and associated reporting, conduct financial and commercial studies to develop analyses
Additional Responsibilities 3 Job Knowledge & SkillsIn-depth knowledge and detailed insights into IFRS and regulatory requirements
Experience working within an executive team
Knowledgeable in the latest accounting tools/software
Knowledge of the Code of Ethic for Auditing, Risk Management and Control processes
Deep Knowledge of finance and accounting principles and practices
Knowledge of final responsibility for the quality and content of all financial data, reporting, and audit
General planning, coordination, and knowledge of the construction industry in general and the Middle-East in particular
Detailed understanding and extensive experience in the financial planning process.
ERP knowledge preferably SAP functional skills are a requirement to be successful in this role.
Job ExperienceMinimum 8 years working experience, 5 years in a relevant supervisory position, 2 years GCC experience is a plus
Accountability
Build High-Performing Teams
Provide Direction
Budget Preparation and Reporting L4
Budgeting Analysis L4
Cost Accounting Theory/Concepts L4
Cost Variance Analysis L4
Leadership
Quality
Resilience
EducationBachelor's Degree in Accounts and Finance
Profesional degree in Chartered Accountant (CA) or Certified Management Accountant (CMA)
All Comments @ Copyright 2019 All Rights Reserved
#J-18808-LjbffrFinancial Planning and Analysis Manager
Posted 1 day ago
Job Viewed
Job Description
The Financial Planning and Analysis Manager is responsible for financial modeling related to industry and regional competitive intelligence, strategic planning, cash management, and treasury projects. This role oversees Group management and statutory reporting, including monthly and quarterly reports, budgets, and forecasts, along with in-depth analysis of key metrics to support senior management in delivering the Group's financial performance.
Job Responsibilities
- Develop business planning processes, prepare reports, and analyze key financial metrics.
- Deliver in-depth financial analysis and narratives for operational and strategic decision-making.
- Analyze financial models for industry and regional intelligence, strategic planning, and cash management.
- Design drivers-based plans and provide analytical support to leadership.
- Ensure robust forecasting processes with stakeholder input.
- Prepare budgets, forecasts, executive reports, and evaluate business opportunities aligned with strategic goals.
- Collaborate with operational teams to meet business objectives and develop proposals.
- Assist in modeling acquisitions and provide commercial guidance.
- Develop models for strategic plans and transactions.
- Work with department heads and HR to optimize results.
- Provide insights into budgeting and strategic planning processes.
- Engage closely with the CFO to facilitate business interactions.
- Perform ad hoc analyses and oversee financial systems implementation.
Additional Responsibilities
- Prepare annual budgets and monthly forecasts, monitor reconciliations.
- Develop financial plans, conduct comparative analyses, and prepare annual budgets.
- Coordinate with business units and managers to enhance financial support.
- Report on income and expenses, compile financial data, and prepare final reports.
- Develop consolidated forecasts in collaboration with sales and operations teams.
- Evaluate financial results and conduct commercial analyses.
Job Knowledge & Skills
- Deep knowledge of IFRS and regulatory requirements.
- Experience working with executive teams.
- Proficiency with the latest accounting tools/software.
- Understanding of auditing, risk management, and control processes.
- Strong grasp of finance and accounting principles.
- Knowledge of financial reporting, audit quality, and industry specifics, especially in construction and the Middle East.
- ERP experience, preferably SAP.
Job Experience
- Minimum 8 years of relevant experience, including 5 years in supervisory roles, with GCC experience as a plus.
Education
- Bachelor's Degree in Accounts and Finance.
- Professional qualification such as CA or CMA.
Financial Planning and Analysis Manager
Posted today
Job Viewed
Job Description
Develop business planning process, prepares reports, and analyzes all chief metrics for all financial plans. Prepare and deliver in-depth financial analysis and insightful narrative on the financial and commercial areas for operational and strategic business requirements. Responsible for analyzing financial modeling for reporting of industry and regional competitive intelligence, strategic planning, cash management and related projects. Design various drivers-based plans and provides analytical support to leaders Ensure robust forecasts are in a place having challenged and interrogated the key inputs with the relevant stakeholders Prepare budgeting, forecast, executive reports and business opportunity evaluations to be in line with strategic business objectives, and provide financial analysis and recommendation to Management Collaborate with different operations teams to achieve all business objectives and prepare appropriate business proposals and operating practices. Assist in modeling acquisitions and provide commercial guidance to the wider function Develop and models strategic plans. Build models for transactions and support the transaction process Work with department directors and human resources for achieving optimal results for guests and financial performance. Provide commercial insight into both the budgeting process and strategic planning within the business Work very closely with the CFO to drive interaction with the wider business Performs ad hoc analysis and coordinates with teams and implements all financial systems. Job Responsibilities 2
Prepare yearly budgeting and monthly forecasts and coordinate with senior management and monitor reconciliation of buying requisitions. Develop financial plans perform comparative analyses and prepare an annual budget. Coordinate with business units and managers and makes recommendations to enhance financial support to all plans Prepare reports on income and expenses of the Company, coordinates with various departments and compiles all financial data, and prepares final financial reports. Develop consolidated forecasts, and coordinates with various sales and operation team to develop financial forecasts. Evaluate all financial results and associated reporting, conduct financial and commercial studies to develop analyses Additional Responsibilities 3
Job Knowledge & Skills
In-depth knowledge and detailed insights into IFRS and regulatory requirements Experience working within an executive team Knowledgeable in the latest accounting tools/software Knowledge of the Code of Ethic for Auditing, Risk Management and Control processes Deep Knowledge of finance and accounting principles and practices Knowledge of final responsibility for the quality and content of all financial data, reporting, and audit General planning, coordination, and knowledge of the construction industry in general and the Middle-East in particular Detailed understanding and extensive experience in the financial planning process. ERP knowledge preferably SAP functional skills are a requirement to be successful in this role. Job Experience
Minimum 8 years working experience, 5 years in a relevant supervisory position, 2 years GCC experience is a plus Accountability Build High-Performing Teams Provide Direction Budget Preparation and Reporting L4 Budgeting Analysis L4 Cost Accounting Theory/Concepts L4 Cost Variance Analysis L4 Leadership Quality Resilience Education
Bachelor's Degree in Accounts and Finance Profesional degree in Chartered Accountant (CA) or Certified Management Accountant (CMA) All Comments @ Copyright 2019 All Rights Reserved
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Financial Planning and Analysis Manager
Posted today
Job Viewed
Job Description
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Risk Management Specialist
Posted 5 days ago
Job Viewed
Job Description
Purpose : The Risk Management Specialist is responsible for implementing the organization's risk management framework, ensuring the identification, assessment, and mitigation of risks that may impact strategic and operational objectives. The role ensures compliance with regulatory requirements and industry best practices while embedding risk awareness within the organization.
Job Summary : The Risk Management Specialist is responsible for conducting risk assessments, implementing mitigation strategies, developing risk reports, and ensuring compliance with ISO 31000. This role plays a key part in embedding a proactive risk management culture and enhancing resilience by integrating risk frameworks into business operations.
Main Responsibilities & Tasks
- Conduct comprehensive risk assessments for enterprise, operational, and project-based risks, ensuring proactive identification and mitigation.
- Obtain, assess, and continuously monitor risk treatment plans, ensuring effectiveness and timely execution.
- Assist the Executive Director (ED) in engaging with senior leadership to align risk management strategies with organizational objectives.
- Ensure full alignment with ISO 31000, corporate governance frameworks, and regulatory standards.
- Develop and maintain the risk management framework in accordance with organizational governance policies and external regulatory bodies.
- Develop risk management training materials and conduct workshops to enhance awareness across the organization.
- Foster a risk-aware culture by embedding risk considerations into daily operations and decision-making.
- Analyze past incidents, near misses, and emerging risks to enhance the organization's risk management framework.
- Implement lessons learned and update risk controls to improve resilience and prevent recurrence.
- Assess fraud risks, financial exposures, and oversee the implementation of internal controls to mitigate financial and reputational losses.
- Support in assessing fraud prevention frameworks, including detection and reporting mechanisms.
- Utilize risk analytics tools to enhance predictive capabilities and support data-driven decision-making.
- Develop risk indicators (KRIs) and risk dashboards for real-time monitoring and reporting.
- Support the ED in Board, BAC, and BEC risk reporting, ensuring visibility on strategic risks impacting governance.
- Assist in defining, maintaining, and periodically reviewing risk appetite statements.
- Develop and maintain risk dashboards, reports, and key insights for senior leadership and governance committees.
- Ensure seamless integration of risk management with Operational Management, Internal Audit, and Board Committees for effective oversight.
- Note that job descriptions are written to reflect major responsibilities and may not include all tasks performed by an individual.
- The incumbent shall perform any additional related duties assigned by the respective line manager to meet operational requirements.
- The incumbent shall ensure the highest standards are followed to safeguard the sensitive and confidential data of the organization.
Minimum Required Qualifications, Certificates & Skills
- Bachelor's degree in Accounting, Finance, Risk Management, IT, or a related field.
- Minimum 4-5 years of experience in risk management or internal audit, either with Big 4 consulting firms or equivalent experience of 7-8 years in a similar role.
Any relevant certification or training such as :
- Certified Internal Auditor (CIA)
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Risk Management Consultant
Posted 17 days ago
Job Viewed
Job Description
The Risk Management Function plays a critical role in safeguarding the integrity and efficiency of the system. This position is responsible for leading the development and implementation of a comprehensive risk management framework in TAX Authority, with a specific focus on the unique challenges and opportunities present in GCC region. The ideal candidate possesses in-depth knowledge of regional TAX laws, regulations, and business practices, coupled with a strong understanding of risk assessment methodologies and control strategies, who will look after organizational risk, financial risk, operational risk, reputational, cyber risk etc.
Key Responsibilities:
Risk Assessment and Analysis:
- Conduct comprehensive risk assessments to identify, analyze, and prioritize potential risks across all the tax entity functions
- Develop and maintain a risk register, documenting identified risks, their potential impact, likelihood of occurrence, and mitigation strategies.
- Utilize data analytics and other tools to monitor and evaluate the effectiveness of risk mitigation efforts.
- Develop and implement a risk management framework tailored to the specific needs and characteristics of the GCC region.
- Establish clear risk appetite and tolerance levels in alignment with the entity 's strategic objectives and regulatory requirements.
- Define roles and responsibilities for risk management across the entity, ensuring accountability and ownership at all levels.
- Develop and deliver training programs to enhance risk awareness and understanding among the entity employees.
Control Design and Implementation:
- Design and implement effective internal controls to mitigate identified risks and ensure compliance with tax laws and regulations.
- Collaborate with relevant stakeholders to integrate risk management considerations into business processes and decision-making.
- Experience with integration with external entities that feed into the risk model
- Regularly review and update control procedures to adapt to evolving risks and regulatory changes.
Compliance Monitoring and Reporting:
- Monitor compliance with laws and regulations, identifying and addressing any instances of non-compliance.
- Develop and implement a comprehensive reporting system to provide timely and accurate information on risk exposure and mitigation activities.
- Prepare regular reports for senior management and other stakeholders, highlighting key risk areas and recommending appropriate actions.
Qualifications and Experience:
- Bachelor's degree in accounting, Finance, Law, or a related field.
- Master's degree or professional certification in risk management is preferred.
- Experience with statistics or econometrics models.
- 20+ years proven experience in a risk management role within a tax or related organization.
- in-depth knowledge of tax laws, regulations, and business practices in the GCC region.
- Strong understanding of risk assessment methodologies and control strategies.
- Excellent analytical, problem-solving, and decision-making skills.
- Effective communication and interpersonal skills.
- Ability to work independently and as part of a team.
- Fluency in English language, Arabic Language is advantageous.
- Seniority level Mid-Senior level
- Employment type Full-time
- Job function Finance and Management
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Risk Management Specialist
Posted 1 day ago
Job Viewed
Job Description
Purpose : The Risk Management Specialist is responsible for implementing the organization’s risk management framework, ensuring the identification, assessment, and mitigation of risks that may impact strategic and operational objectives. The role ensures compliance with regulatory requirements and industry best practices while embedding risk awareness within the organization.
Job Summary : The Risk Management Specialist is responsible for conducting risk assessments, implementing mitigation strategies, developing risk reports, and ensuring compliance with ISO 31000. This role plays a key part in embedding a proactive risk management culture and enhancing resilience by integrating risk frameworks into business operations.
Main Responsibilities & Tasks
- Conduct comprehensive risk assessments for enterprise, operational, and project-based risks, ensuring proactive identification and mitigation.
- Obtain, assess, and continuously monitor risk treatment plans, ensuring effectiveness and timely execution.
- Assist the Executive Director (ED) in engaging with senior leadership to align risk management strategies with organizational objectives.
- Ensure full alignment with ISO 31000, corporate governance frameworks, and regulatory standards.
- Develop and maintain the risk management framework in accordance with organizational governance policies and external regulatory bodies.
- Develop risk management training materials and conduct workshops to enhance awareness across the organization.
- Foster a risk-aware culture by embedding risk considerations into daily operations and decision-making.
- Analyze past incidents, near misses, and emerging risks to enhance the organization’s risk management framework.
- Implement lessons learned and update risk controls to improve resilience and prevent recurrence.
- Assess fraud risks, financial exposures, and oversee the implementation of internal controls to mitigate financial and reputational losses.
- Support in assessing fraud prevention frameworks, including detection and reporting mechanisms.
- Utilize risk analytics tools to enhance predictive capabilities and support data-driven decision-making.
- Develop risk indicators (KRIs) and risk dashboards for real-time monitoring and reporting.
- Support the ED in Board, BAC, and BEC risk reporting, ensuring visibility on strategic risks impacting governance.
- Assist in defining, maintaining, and periodically reviewing risk appetite statements.
- Develop and maintain risk dashboards, reports, and key insights for senior leadership and governance committees.
- Ensure seamless integration of risk management with Operational Management, Internal Audit, and Board Committees for effective oversight.
- Note that job descriptions are written to reflect major responsibilities and may not include all tasks performed by an individual.
- The incumbent shall perform any additional related duties assigned by the respective line manager to meet operational requirements.
- The incumbent shall ensure the highest standards are followed to safeguard the sensitive and confidential data of the organization.
Minimum Required Qualifications, Certificates & Skills
- Bachelor's degree in Accounting, Finance, Risk Management, IT, or a related field.
- Minimum 4-5 years of experience in risk management or internal audit, either with Big 4 consulting firms or equivalent experience of 7-8 years in a similar role.
Any relevant certification or training such as :
- Certified Internal Auditor (CIA)
Risk Management Consultant
Posted 1 day ago
Job Viewed
Job Description
The Risk Management Function plays a critical role in safeguarding the integrity and efficiency of the system. This position is responsible for leading the development and implementation of a comprehensive risk management framework in TAX Authority, with a specific focus on the unique challenges and opportunities present in GCC region. The ideal candidate possesses in-depth knowledge of regional TAX laws, regulations, and business practices, coupled with a strong understanding of risk assessment methodologies and control strategies, who will look after organizational risk, financial risk, operational risk, reputational, cyber risk etc.
Key Responsibilities:
* Risk Assessment and Analysis:
- Conduct comprehensive risk assessments to identify, analyze, and prioritize potential risks across all the tax entity functions
- Develop and maintain a risk register, documenting identified risks, their potential impact, likelihood of occurrence, and mitigation strategies.
- Utilize data analytics and other tools to monitor and evaluate the effectiveness of risk mitigation efforts.
- Develop and implement a risk management framework tailored to the specific needs and characteristics of the GCC region.
- Establish clear risk appetite and tolerance levels in alignment with the entity 's strategic objectives and regulatory requirements.
- Define roles and responsibilities for risk management across the entity, ensuring accountability and ownership at all levels.
- Develop and deliver training programs to enhance risk awareness and understanding among the entity employees.
* Control Design and Implementation:
- Design and implement effective internal controls to mitigate identified risks and ensure compliance with tax laws and regulations.
- Collaborate with relevant stakeholders to integrate risk management considerations into business processes and decision-making.
- Experience with integration with external entities that feed into the risk model
- Regularly review and update control procedures to adapt to evolving risks and regulatory changes.
* Compliance Monitoring and Reporting:
- Monitor compliance with laws and regulations, identifying and addressing any instances of non-compliance.
- Develop and implement a comprehensive reporting system to provide timely and accurate information on risk exposure and mitigation activities.
- Prepare regular reports for senior management and other stakeholders, highlighting key risk areas and recommending appropriate actions.
Qualifications and Experience:
- Bachelor’s degree in accounting, Finance, Law, or a related field.
- Master's degree or professional certification in risk management is preferred.
- Experience with statistics or econometrics models.
- 20+ years proven experience in a risk management role within a tax or related organization.
- in-depth knowledge of tax laws, regulations, and business practices in the GCC region.
- Strong understanding of risk assessment methodologies and control strategies.
- Excellent analytical, problem-solving, and decision-making skills.
- Effective communication and interpersonal skills.
- Ability to work independently and as part of a team.
- Fluency in English language, Arabic Language is advantageous.
- Seniority level Mid-Senior level
- Employment type Full-time
- Job function Finance and Management
Referrals increase your chances of interviewing at Confidential Careers by 2x
Get notified about new Risk Management Consultant jobs in Doha, Qatar .
Senior Specialist, Healthcare Risk Management Senior Associate Investment Performance Reporting, Financial InstitutionWe’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
#J-18808-Ljbffr