Barclays Services Corp.
QuantAnalyst,AVP
“Quant Analyst, AVP at Barclays Services Corp.. Skills: mathematical models, statistical models, machine learning models, analytics, modelling solutions, graph-based algorithms, model orchestration, visualization, sampling methods, risk models, numerical methods, Monte Carlo Simulation, Machine learning, synthetic data generation, anomaly detection, probabilistic analysis, statistical analysis, time series analysis, sensitivity analysis, what-if analysis. design, develop, implement, and support m”
What You'll Achieve.
deliver on work that impacts the whole business function; create an environment for colleagues to thrive and deliver to a consistently excellent standard; meet required outcomes; support the resolution of escalated issues; strengthening controls in relation to the work done; achievement of the objectives of the organisation sub-function; achieve outcomes
Industry & Context.
complex business problems; solve problems creatively and effectively; complex analysis of data
Demonstrate conformance to all Barclays Enterprise Risk Management Policies, particularly Model Risk Policy., Ensure all development activities are undertaken within the defined control environment.
What They're Looking For.
Must Have
mathematical models, statistical models, machine learning models, analytics, domain expertise, data, development environments, tools, software, Barclays Enterprise Risk Management Policies, Model Risk Policy, control environment, graph-based algorithms, model orchestration, lineage, visualization of datasets, sampling methods, risk models, numerical methods, Monte Carlo Simulation, Machine learning, synthetic data generation, retail portfolios, anomaly detection, probabilistic analysis, statistical analysis, time series analysis, sensitivity analysis, what-if analysis
Nice to Have
PhD preferred, specific ML framework experience, cloud platform certs
What You'll Do.
and support mathematical
and machine learning models and analytics used in business decision-making
Design analytics and modelling solutions to complex business problems using domain expertise.
Collaboration with technology to specify any dependencies required for analytical solutions
development environments and tools.
Development of high performing
comprehensively documented analytics and modelling solutions
demonstrating their efficacy to business users and independent validation teams.
Implementation of analytics and models in accurate
well-tested software and work with technology to operationalise them.
Provision of ongoing support for the continued effectiveness of analytics and modelling solutions to users.
Demonstrate conformance to all Barclays Enterprise Risk Management Policies
particularly Model Risk Policy.
Ensure all development activities are undertaken within the defined control environment.
and test graph-based algorithms to support sophisticated and standardization model orchestration to provide detailed lineage for business review.
Implement solutions to allow for effective visualization of datasets for business insights.
Implement efficient solutions for scale including sampling methods for risk models and using techniques such as numerical methods
Monte Carlo Simulation.
Apply advanced modeling techniques including Machine learning to support business requirements use cases such as synthetic data generation for retail portfolios.
Data processing to assist in anomaly detection.
Perform probabilistic
and time series analysis to various datasets and provide sensitivity and what-if analysis.
How You'll Work.
Team & Collaboration
Collaboration with technology; work with technology to operationalise them; Collaborate closely with other functions/ business divisions; lead collaborative assignments; guide team members through structured assignments; identify the need for the inclusion of other areas of specialisation to complete assignments; Perform work that is closely related to that of other areas, which requires understanding of how areas coordinate and contribute to the achievement of the objectives of the organisation sub-function.; Collaborate with other areas of work, for business aligned support areas to keep up to speed with business activity and the business strategy.; Engage in complex analysis of data from multiple sources of information, internal and external sources such as procedures and practises (in other areas, teams, companies, etc). to solve problems creatively and effectively.; Communicate complex information.; Influence or convince stakeholders to achieve outcomes.
Communication Scope
demonstrating their efficacy to business users; Communicate complex information.; Influence or convince stakeholders to achieve outcomes.
Process & Methodology
Set objectives, appraisal of performance relative to objectives, determination of reward outcomes, identify new directions for assignments and/ or projects, identifying a combination of cross functional methodologies or practices to meet required outcomes.
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