
Director, TM Solutions Design & Analytics
- Warszawa, mazowieckie
- Stała
- Pełny etat
- Design, Devop and deploy models for anomaly detection, behaviour profiling, network analysis, predictive scoring for TM Solutions and act as a single Point of Contact for assigned AML Transaction Monitoring Modelling related matters.
- Perform data exploration, feature engineering and ensuring models are accurate, efficient and scalable.
- Support for analytical processes to enhance TM red flag monitoring and Optimising cases for investigation through AI/ML models and analytical processes.
- Improve processes such as threshold tuning, reconciliation, segmentation, optimisation etc. associated with the Transaction Monitoring function across products such as CASA, Trade, Credit Cards, Securities and Financial Markets.
- Support in design of different scenario models, development and validation including data quality validation, model effectiveness, rules logic for effective risk analytics.
- The role holder is accountable for ensuring all processes/ models follow Bank's governance process including Model Risk Policy Governance and Risk Based Rule review.
- Knowledge of core banking, payment, CDD, securities and other systems and interplay/linkages between them. Understand business domain aspects relevant to AML Monitoring and Case Management.
- Able to conceptualize, design, support and align relevant processes and controls to industry best practice, and close out any compliance gaps.
- Mentoring and conducting training programs to bring the new joiners and team up to speed on new business requirements.
- Provide endorsement for changes or remediation activities impacting AML Optimisation models. Also engaging with relevant stakeholders for deploying the changes to production.
- Work on processes such as threshold tuning, reconciliation, segmentation, optimisation etc. associated with the Transaction Monitoring function across products such as CASA, Trade, Credit Cards, Securities and Financial Markets.
- Work towards the collective objectives and scorecard of the business function published from time to time in the form of job and performance objectives for defined periods.
- 10+ years of hands on experience in Transaction Monitoring design and development with at least 5 years focussed on financial crime threat risk mitigation.
- Post Graduate degree in Management/Statistics/Mathematics OR Graduate degree in Engineering from a reputed institution.
- Strong background in deploying models within TM or compliance environment with solid understanding of AML/CFT regulations.
- Strong coding skills in Python, R, SQL and familiarity with data engineering practices for model integration.
- Strategic thinking and technical expert with a strong background in financial crime detection and prevention, specifically using advanced analytical methodologies.
- Hands-on expertise to design, develop and deploy analytics/models to detect suspicious activities and financial crime using.
- Technical expertise, a strategic mindset for enhancing Transaction Monitoring effectiveness, and good familiarity with the compliance regulations in financial sector.
- Expertise in risk management, data science, compliance advisory and Surveillance (Specifically Monitoring).
- Proficiency in programming languages such as R, Python, SAS, STATA, C++, and SCALA.
- Advanced skills in SQL, HQL, Hive, and Hadoop scripting, along with experience in databases like Oracle and HaaS.
- Expertise in statistical modelling, machine learning, and data analysis.
- Certification from ACAMS or equivalent.
- Do the right thing and are assertive, challenge one another, and live with integrity, while putting the client at the heart of what we do
- Never settle, continuously striving to improve and innovate, keeping things simple and learning from doing well, and not so well
- Are better together, we can be ourselves, be inclusive, see more good in others, and work collectively to build for the long term
- Core bank funding for retirement savings, medical and life insurance, with flexible and voluntary benefits available in some locations.
- Time-off including annual leave, parental/maternity (20 weeks), sabbatical (12 months maximum) and volunteering leave (3 days), along with minimum global standards for annual and public holiday, which is combined to 30 days minimum.
- Flexible working options based around home and office locations, with flexible working patterns.
- Proactive wellbeing support through Unmind, a market-leading digital wellbeing platform, development courses for resilience and other human skills, global Employee Assistance Programme, sick leave, mental health first-aiders and all sorts of self-help toolkits
- A continuous learning culture to support your growth, with opportunities to reskill and upskill and access to physical, virtual and digital learning.
- Being part of an inclusive and values driven organisation, one that embraces and celebrates our unique diversity, across our teams, business functions and geographies - everyone feels respected and can realise their full potential.