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Meet Our Technology Graduates
Women in Tech
At Deutsche Bank, we're committed to creating a diverse, inclusive space where everyone can thrive. From encouraging careers in STEM, offering incredible training and mentoring opportunities, and organising events and coaching through our Women in Technology community, we give our innovative women the chance to truly make a difference and grow in their careers. Think creativity, collaboration and community. Think Deutsche Bank.
Project Spotlight: behind the scenes in Technology, Data & Innovation
Show content of RatingBot - Risk Management powered by Machine Learning
In a realm where innovation thrives, it’s more important than ever to stay ahead of the competition and in sync with evolving Risk Management techniques. To meet these needs, Deutsche Bank has created RatingBot – a solution within the bank’s next-gen Internal Rating Based Approach models that combines the power of machine learning with statistical modelling.
RatingBot uses a random, forest-based machine learning model to analyse unstructured text in complex annual reports of our clients. It provides a key qualitative input into a statistical rating methodology and helps streamline the Internal Rating Based Approach models. Moreover, it adds objective consistency in otherwise subjective qualitative analyses of unstructured inputs.
This venture was sparked by the bank's quest for a streamlined internal ratings-based approach and cultivated through agile collaboration between technology and business functions. And the story doesn’t stop there: RatingBot has opened a new horizon to explore more complex use cases that involve unstructured content and is now able to monitor news articles and other client documents.
Show content of Anti-Financial Crime & Compliance (AFCC) UX Design - putting users at the heart of solutions
The AFCC design team is dedicated to crafting banking products and services that are not only easy to use but enjoyable. At the heart of their craft lies UX design, facilitating interactions so intuitive, they become second nature.
AFCC UX design is all about understanding users' needs. Our team interacted with 150+ users to identify business pain points and opportunities. The results are evident: up to 91% customer satisfaction and notable efficiency gains, like cutting down alert handling time from 3 minutes to just 30 seconds.
Seamlessly integrating evolving tech like machine learning and diverse perspectives from users, developers and product owners are key to bringing new UX solutions to life. Our collaborative efforts, and witnessing users benefit from our designs, make this work exceptionally rewarding.
Show content of Design System - product development methodology
Entering the dynamic realm of product development, you'll encounter innovative methodology – the Design System. This powerful system achieves consistency by combining visual and functional unity. For graduates, adhering to this set of standards to manage design not only eases the learning curve but also guarantees that all creative work aligns with Deutsche Bank's brand and product identity.
The Deutsche Bank Corporate Bank Portal now employs a design system based on Google MUI (Material-UI), which has become the new standard, ensuring a modern, consistent user experience across all client-facing and internal applications in Corporate Bank. The Design System offers a library of reusable components, templates, and styles, enabling our teams to focus on getting new features to market faster, instead of reinventing the wheel.
Accessibility is central to the Design System, aligning design and inclusivity. By implementing modern accessibility guidelines, Deutsche Bank ensures its applications are usable for the widest possible audience. This system fosters collaboration and growth with a user-centric focus – and this is only the beginning. Our vision for the Design System is to broaden its canvas, infuse fresh aesthetics and incorporate features that resonate with our users' evolving needs.
Show content of PayTrack - end-to-end payment monitoring
PayTrack provides innovative end-to-end payment monitoring, with real-time status reporting for key platinum clients. By promptly identifying any major payment processing incidents, it ensures swift corrective action before clients even notice an issue.
Deutsche Bank’s payment processing landscape is vast, complex, and highly centralized, so it’s essential that instructions are monitored from receipt to completion. PayTrack listens for key lifecycle events, and if a payment is not completed as expected, a proactive investigation is launched. Since its inception in 2020, PayTrack has monitored tens of millions of payment instructions annually, detecting several major incidents for its clients that contribute well over €100 million in annual revenue.
Looking ahead, we're committed to scaling PayTrack even further. We're already developing exciting enhancements and innovations that will set new industry standards and redefine the way payments are managed.
Show content of dbSIS - data-centric surveillance
dbSIS (Surveillance Insulation Services) is a cornerstone microservice-driven application that stands as the guardian of streamlined surveillance controls, orchestrating the moving parts of transaction monitoring.
At its core, dbSIS seamlessly handles crucial tasks such as data movement, eligibility control, data mapping and analysis consolidation, all in service of ensuring a swift and compliant data flow, shielding payment engines from the labyrinth of control intricacies.
Enter dbSIS V2, a bold evolution boasting an event-driven design and the fusion of a hybrid cloud approach. This isn’t just about scaling up; it’s about embracing a future fueled by data-centricity. While the steadfast V1 has been a beacon of operation, V2 will redefine the rules of transaction surveillance.
Show content of Black Forest - AI/ML monitoring
In the heart of technological evolution at Deutsche Bank, Black Forest wields the power of artificial intelligence and machine learning to monitor client activity, uncovering anomalies and thwarting suspicious actions.
To Alin-Gabriel, a Data Scientist on the project, what truly sets apart Black Forest is its ability to unravel complex patterns within vast volumes of data from customer profiles, statistically derived features and transactions.
This AI superpower amplifies prevention and efficiency at scale while safeguarding the bank and customer accounts. As of right now, Black Forest is on a journey to the cloud and poised to set a benchmark that reverberates through the industry.
Show content of dbNetra - our in-house market insights platform
In the ever-evolving landscape of financial markets, staying ahead of the curve is not just an advantage – it's a necessity. This is where dbNetra comes into play, our cutting-edge in-house platform that’s about to revolutionise the way we perceive and navigate market insights.
Born from the desire to improve trade surveillance, dbNetra was made possible by iterative development and an agile mindset. By reconstructing trading landscapes and interweaving dynamic business data, serving as a compass for customer queries and accentuating market nuances.
With live compliance services, dbNetra ensures ethical trading, while plans include expanding to diverse bank sectors and integrating advanced features. In a world where information reigns, dbNetra promises pathways to transformative market understanding.
Show content of Speech-to-Text - leveraging Google Cloud for transcription services
Diving deep into innovative cloud technologies, Deutsche Bank's compliance voice surveillance programme monitors communications of a certain population of employees considered high risk. In partnership with Google, our compliance technology experts are planning to expand coverage by leveraging Google Cloud’s Speech-to-Text feature for a dynamic voice-to-text transcription service.
This project allowed us to explore artificial intelligence techniques and collaborate closely with the people at Google. Using Agile methodology, we smoothly worked across technology and business functions, continually validating user needs through demo intervals.
As the programme gears up to go live, there are still numerous uncharted territories within voice surveillance. The roadmap includes multi-language support, sentiment analysis and advanced speaker identification for future endeavors.
Show content of Entity Service
The Entity Service allows us to compare different entities (customers, individuals, companies and products) in a fuzzy way with a high accuracy even when the attributes describing an entity are not complete. We can also link the entities across various bank domains. This use case is relevant for multiple areas including KYC, AFC, Regulatory Compliance, Data Integration and Data Quality Improvement.
Utilising Generative AI to process unstructured text leveraging Large Language Models (LLMs), this innovative shared service contains reusable components exposed via Application Programming Interfaces (APIs). Currently in its build phase, our Product Managers, Architects, Engineers and Data Scientists are bringing the project to life.
This service aims to bring repeatable patterns and methods for entity extraction, matching and resolution, entity enrichment, and context and sentiment understanding that can be reused in a safe and fast way by multiple divisions.
Show content of Hybrid Cloud
At the Berlin Technology Centre, we are developing a Hybrid Cloud platform tailored for low-latency electronic trading applications for the Fixed Income and Currencies business. This project is designed to meet the specific functional and non-functional requirements that are crucial in the financial trading sector, merging the agility of hybrid cloud environments with the critical need for low latency in trading operations.
Our engineers work closely with Google engineers to meet specific functional and non-functional requirements to provide a flexible solution without compromising performance.
Looking ahead, the future state of the project involves moving more compute loads into the public cloud to leverage Google Cloud Platform's elastic compute capacity and managed services.
Show content of Autobahn Platform
Our industry-leading and innovative platform, Autobahn, provides comprehensive access to a wide range of financial products across various asset classes, including foreign exchange, fixed income, cash management and trade financing. It leverages advanced technology and sophisticated trading tools such as algorithmic trading and real-time analytics, enhancing trading efficiency and execution quality.
Our passionate development team members are responsible for creating, improving and distributing the platform across the Deutsche Bank network. The user-friendly interface and customisable dashboards improve the overall user experience, while its robust risk management and compliance features help clients navigate regulatory and market risks effectively.
The platform now supports over a thousand applications across various technologies, including Web, C#, Java, C++ and Python. It offers mobile, desktop and web access channels and hosts multiple frameworks and generic services to 24,000 internal users and over 100,000 clients. The team has also actively participated in the open-source FINOS community to create common interoperability standards across the financial services industry.
Technology Trends
Our Locations
United Kingdom
As the first European location outside Germany, Deutsche Bank has a longstanding history in the UK. Since 1873, we've been driving global change as an employer of choice. With over 100 nationalities working together in a workplace that's a top employer for women and members of the LGBTQI+ community, we're one of the largest employers in the City of London. We also helped establish Birmingham as a financial centre — many of the technology and software processes that keep the bank running have been managed here since 2007.
United States
Our Tech Hub in Cary, North Carolina, and our Innovation Lab in New York City are essential to Deutsche Bank's technological advancement as we develop applications for key business areas. With a hands-on engineering culture, we're committed to continuous learning, flexible work and supporting women in STEM who want to make a difference.
Germany
The vibrant and diverse metropolis of Berlin is where it all started for Deutsche Bank in 1870. Today, our Technology Centre, Anti-Financial Crime Hub and EMEA Centre of Excellence offer amazing opportunities to work at the forefront of technology development in Germany’s fintech capital. Similarly, our headquarters in Frankfurt am Main and our nearby tech location in Eschborn extend these cutting-edge career possibilities.
India
In 1994, Deutsche Bank opened a branch in Bangalore, the third-most populated city in India. With its rich mixture of cultural heritage and forward-thinking intellectuals, it's the perfect place to work in technology and finance. Our Technology Centre in Pune delivers application development and support across our business functions. Dubbed the "Oxford of the East", Pune is a modern, metropolitan city with an incredible nightlife.
Romania
Our Deutsche Bank Global Technology centre is located in the Romanian capital, Bucharest. With over 1,500 employees (45% of whom are women), it's a dynamic hub of learning and technology disciplines that has supported important business lines since 2013. The centre supports Bucharest's vibrant arts and culture scene, and our people enjoy living and working in a city that boasts an invigorating mix of Byzantine, Art Nouveau and Neoclassical architecture.