sharing the costs of sports activities
(Cybersecurity) Data Scientist
HSBC Service Delivery (Polska) Sp. z o.o.
- Kapelanka 42a, Dębniki, KrakówKraków, Lesser Poland
- offer expired 3 months ago
- contract of employment
- specialist (Mid / Regular)
- hybrid work
- remote recruitment
- запрошуємо працівників з України
Technologies we use
About the project
Join our team! We are looking for a Data Scientist to join our CRQ team to help us model operational risk arising from cybersecurity related events. You will be a part of the interdisciplinary team consisting of quants and cyber subject matter experts. We use a mixture of probabilistic risk assessment, uncertainty quantification, operational risk modelling, and decision sciences techniques to define quantitative measures of HSBC resilience against cyber threats. This helps our stakeholders to better monitor and manage cyber security risk.
Cybersecurity Risk Quantification (CRQ) – development, implementation and management of a mathematical model calculating the impact of improvements made to our control environment on risk exposure reduction. Providing an industry leading opportunity to translate complex cybersecurity concepts into business-friendly information allowing to make informed decisions in line with our risk appetite
Cybersecurity Controls Design – starting with the current bank wide priority on Non-Financial Risk Optimisation (NFRO) programme, designing Procedures, Operating Instructions and Control Instances, expanding on the newly implemented Risk Taxonomy and Control Library. The efforts will continue to define and maintain a detailed Cybersecurity Controls Catalogue, continuously improving our controls design and implementation requirements
Metrics & Reporting – definition and management of Key Control Indicators and providing a ‘front-door’ service to Global Businesses, Functions and Regions for any queries related to KCIs and output of the new Cybersecurity Metrics dashboard
Continuous Control Monitoring – developing the approach, implementing and maintaining a process for ongoing control monitoring. Designing an approach for automated evidence collation to facilitate reviews from Chief Controls Office, Resilience Risk and Audit
Risk & Controls Strategy – embedding CRQ into wider Operational Risk Management Framework and controls ecosystem. Tying together all other components of the function into a cohesive strategy to ensure robust end to end control management and risk quantification
Post Graduate qualifications (quantitative MSc / PhD) in, Statistics, Applied Mathematics, Physics or related. MSc in quantitative science is a must
Exposure to at least one of the following: operational risk modelling (preferably non-actuarial approaches), Bayesian Networks, Markov Decision Processes or Probabilistic Programming
Motivation to develop in the emerging field of quantitative cybersecurity risk modelling
Strong intellectual/analytical potential and willingness to the goal of extending the existing risk models and to perform original applied research in the field
Good understanding of probability theory, random variables and their distributions, monte-carlo simulations and inference algorithms
Experience in analysing big volumes of data, preferably with Spark. At least basic knowledge of SQL
Strong programming skills in Python and experience with numpy, scipy, pandas, matplotlib
Practical working knowledge of some ML algorithms, working knowledge of at least one ML framework
Interest in MLOps
Basic git knowledge, Confluence, JIRA, understanding of agile methodologies
Past exposure to any of the following: probabilistic risk assessment, uncertainty quantification, operational risk modelling, reliability engineering, operational research, decision sciencesAny experience in using Bayesian Networks/Influence Diagrams/Markov Decision Processes, Bayesian inference methods, any experience with one of the following: TensorFlow Probability, pymc3, pyro, Stan, WinBUGS or similar
What we offer
Annual performance-based bonus
Additional bonuses for recognition awards
Private medical care
One-time reimbursement of home office set-up (up to 800 PLN)
Corporate parties & events
Nursery and kindergarten discounts
Financial support with trainings and education
Flexible working hours
private medical care
sharing the costs of foreign language classes
sharing the costs of professional training & courses
remote work opportunities
flexible working time
corporate sports team
doctor’s duty hours in the office
retirement pension plan
no dress code
video games at work
coffee / tea
parking space for employees
extra social benefits
employee referral program
opportunity to obtain permits and licenses
Welcome to HSBC!
HSBC Service Delivery (Polska) Sp. z o.o.
HSBC is one of the world’s largest banking and financial services organisations. Our global businesses serve more than 40 million customers worldwide through a network that covers 63 countries and territories.
HSBC Service Delivery (Polska) Sp. z o.o. is HSBC's global finance, operations, risk and technology centre. We use our unique expertise and capabilities to provide specialised services – our people range from technologists transforming the banking experience to operations professionals managing 1.7 trillion payments a year.
Our Purpose – Opening up a world of opportunity – explains why we exist. We are bringing together the people, ideas and capital that nurture progress and growth, helping to create a better world – for our customers, our people, our investors, our communities and the planet we all share.