Senior Analyst Transaction Monitoring Detection & Optimization

Join our Financial Crime Detection team as Senior Analyst Transaction Monitoring Detection & Optimization and elevate the precision and performance of Barclays’ global transaction monitoring. This AVP position plays a significant role in helping to strengthen the way we identify and respond to financial crime risk. In this role, you’ll take an active hand in enhancing our TM solutions across Barclays UK and Barclays International, diving deep into model performance, evaluating system behaviour, and collaborating with partners across Model Validation, Technology, and Financial Crime.

You will support the development and optimization of automated detection capabilities, work closely with stakeholders to understand emerging priorities, and identify opportunities to elevate the effectiveness and precision of our monitoring framework. This is your chance to shape critical detection tools and contribute to a more resilient, data‑driven control environment.

To be successful in your role as Senior Analyst Transaction Monitoring Detection & Optimization, you should have:

• Transaction Monitoring Model & Controls experience
• Critical thinking and Analytical mindset
• The ability to solve problems logically and/or creatively, demonstrating professional judgment, quality control, and adherence to high standards

Other highly valued skills include:

• In‑depth understanding of Financial Institution data (e.g. Customer/Account, Transactional, Payment), systems and flows
• Familiarity with latest TM Machine Learning model techniques and traditional TM systems (Actimize, Mantas, Quantexa)
• Understanding of statistical concepts such as descriptive statistics, sampling, classification, and its application towards setting up and optimizing TM systems

You may be assessed on the key critical skills relevant for success in this role, such as risk and controls, change and transformation, business acumen, strategic thinking, digital and technology, as well as job‑specific technical skills.

This role is located in New York, NY.

Minimum Salary: $

Maximum Salary: $

The minimum and maximum salary/rate information above includes only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available.

To design, develop, implement, and maintain various statistical, mathematical and machine learning models to support decision‑making by analysis and solving complex problems.

• Acquisition and collection of data from various sources, including internal databases, external datasets, and real‑time feeds.
• Performing data cleaning and pre‑processing tasks to ensure data quality and suitability for model development.
• Design and implementation of data management strategies for model maintenance and future development.
• Designing, development, and implementation of statistical and machine learning models for various applications, including credit risk assessment, fraud detection, customer segmentation, and marketing optimisation.
• Monitoring model performance in real‑time and identify any potential issues or biases.
• Leading training, mentoring, and knowledge‑sharing sessions to uplift ML capability across the organisation.
• Evaluating and piloting emerging technologies, tools, and frameworks to ensure the organisation remains at the forefront of AI innovation.

• To advise and influence decision making, contribute to policy development and take responsibility for operational effectiveness. Collaborate closely with other functions/ business divisions.
• Lead a team performing complex tasks, using well developed professional knowledge and skills to deliver on work that impacts the whole business function. Set objectives and coach employees in pursuit of those objectives, appraisal of performance relative to objectives and determination of reward outcomes
• If the position has leadership responsibilities, People Leaders are expected to demonstrate a clear set of leadership behaviours to create an environment for colleagues to thrive and deliver to a consistently excellent standard. The four LEAD behaviours are: L – Listen and be authentic, E – Energise and…