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Corporate Bank Technology - CB CTO Foundational - Lead AI/ML Engineer -Vice President

Deutsche Bank

Deutsche Bank

Software Engineering, IT, Data Science
Cary, NC, USA
Posted on Thursday, May 16, 2024

Job Description:

Job Title Corporate Bank Technology – CB CTO Foundational – Lead AI/ML Engineer

Corporate Title Vice President

Location Cary, NC

Who we are

In short – an essential part of Deutsche Bank’s technology solution, developing applications for key business areas.

Our Technologists drive Cloud, Cyber and business technology strategy while transforming it within a robust, hands-on engineering culture. Learning is a key element of our people strategy, and we have a variety of options for you to develop professionally. Our approach to the future of work champions flexibility and is rooted in the understanding that there have been dramatic shifts in the ways we work.

Having first established a presence in the Americas in the 19th century, Deutsche Bank opened its US technology center in Cary, North Carolina in 2009. Learn more about us here.

Overview

Corporate Banking (CB) is a technology centric business, with an increasing move to real-time processing, an increasing appetite from customers for integrated systems and access to supporting data. Joining our team is a unique opportunity to help rebuild the core of some of our most mission critical processing systems from the ground-up. You will work closely with stakeholders throughout the organization to understand their plans, assess impacts, and coordinate dependencies, ensuring our technology infrastructure meets the highest standards of efficiency and regulatory compliance. As part of our global team, you will focus on a range of tasks as an AI/ML Engineer; Your responsibilities encompass the design, development, testing, and deployment of AI/ML models and systems. You will be expected to contribute insights that shape our strategic direction, understand our product roadmap, merge business objectives with AI/ML capabilities, and foster an engineering culture that embraces innovation in AI/ML.

What We Offer You

  • A diverse and inclusive environment that embraces change, innovation, and collaboration

  • A hybrid working model with up to 60% work from home, allowing for in-office / work from home flexibility, generous vacation, personal and volunteer days: A commitment to Corporate Social Responsibility

  • Employee Resource Groups support an inclusive workplace for everyone and promote community engagement: Access to a strong network of Communities of Practice connecting you to colleagues with shared interests and values

  • Competitive compensation packages including health and wellbeing benefits, retirement savings plans, parental leave, and family building benefits

  • Educational resources, matching gift, and volunteer programs

What You’ll Do

  • Be part of a talented software team that works on innovative tasks, leverage best practices, and influence decisions

  • Engage in the development of AI/ML applications within an Agile collaborative environment, leading with expertise through the full AI/ML systems development lifecycle—from concept and data collection to model development, evaluation, and deployment. Write clear, maintainable, and reusable code for AI systems, and actively participate in code reviews

  • Design and develop scalable, cloud-ready AI systems, from conceptualization and data engineering to model design and deployment, ensuring they are optimized for performance and scalability

  • Collaborate closely with fellow AI engineers to influence and contribute to technical discussions, architecture decisions, and AI/ML specifications. Act as a hands-on lead engineer, consistently reviewing AI architectures and designs for quality, driving reuse, and advocating for AI best practices

  • Lead Research and Development (R&D) projects that serve as innovative building blocks or blueprints for mainstream AI application design and development. Deliver state-of-the-art AI solutions while being a hands-on technologist

How You’ll Lead

  • Play leading role in talented software team, providing your guidance and influence to core design and decision making, growing team expertise, lead RnD and component development, actively engaging in design sessions with the global development team

  • Partner with many other product teams, enterprise infrastructure architects and engineers to optimize the solution delivery by integrating with appropriate control frameworks

  • Partner with enterprise risk team and production services to ensure continuous adherence to technology policies including technology roadmap compliance, collaborate and maintain clear and open communication with the teams, as well as educate other engineers in AI/ML topics, provide guidance and support

Skills You’ll Need

  • Bachelors or Masters (preferred) degree in the field of computer science and/or technology with ability to approach complex problems methodically and apply AI/ML techniques effectively to solve real-world challenges

  • Strong experience with all Agile software development frameworks and processes, and software design, as well as Python and AI/ML libraries, especially LLM-related: LangChain, Llama Index, Haystack, gpt4all, llama.cpp. Experience with frameworks and libraries such as Tensor Flow, PyTorch, Keras, and others that facilitate building and training complex neural networks is a plus

  • Deep knowledge of machine learning algorithms (supervised and unsupervised learning, neural networks, reinforcement learning) and their mathematical underpinnings (like statistics, probability, linear algebra, calculus) with knowledge of cloud services (AWS, Google Cloud, Azure) that offer AI/ML capabilities, understanding how to deploy models and manage scalable resources in the cloud

  • Data Engineering Skills: Ability to preprocess, clean, and organize data effectively. Familiarity with data manipulation tools and databases (SQL, NoSQL) and data processing frameworks (Pandas, NumPy, TensorFlow Data Services).

  • Understanding of MLOps principles to automate and streamline the lifecycle of AI/ML models, including continuous integration, delivery, and monitoring of models with familiarity with big data technologies like Hadoop, Spark, and Kafka for processing large datasets efficiently and Strong grasp of software engineering principles, including version control (Git), testing, containerization (Docker, Kubernetes), and CI/CD pipelines

Skills That Will Help You Excel

  • Excellent communication skills to explain complex AI/ML concepts to non-experts and collaborate effectively with cross-functional teams

  • Self-starter and a go getter with a passion for problem solving with strong analytical capabilities

  • You share experience with entire Engineering organization

  • You are empathetic: you take other’s opinion into account and clearly communicate your thoughts to reach technical solutions quickly

  • You stay current on the technical trends to suggest innovative tools and approaches to unique problems

Expectations

It is the Bank’s expectation that employees hired into this role will work in the Cary office in accordance with the Bank’s hybrid working model.

Deutsche Bank provides reasonable accommodations to candidates and employees with a substantiated need based on disability and/or religion.

The salary range for this position in Cary is $125,000 to $203,000. Actual salaries may be based on a number of factors including, but not limited to, a candidate’s skill set, experience, education, work location and other qualifications. Posted salary ranges do not include incentive compensation or any other type of remuneration.

Deutsche Bank Values & Diversity

We believe talent is found in all cultures, countries, races, ethnicities, genders, sexual orientations, disabilities, beliefs, generations, backgrounds, and experiences. We pursue a working environment where everyone can be authentic and feel a sense of belonging. Click here to find out more about our diversity and inclusion efforts.

We are an Equal Opportunity Employer - Veterans/Disabled and other protected categories.

Click these links to view the following notices: EEO is the Law poster and supplement; Employee Rights and Responsibilities under the Family and Medical Leave Act; Employee Polygraph Protection Act and Pay Transparency Nondiscrimination Provision

Learn more about your life at Deutsche Bank through the eyes of our current employees: https://careers.db.com/life

The California Consumer Privacy Act outlines how companies can use personal information. If you are interested in receiving a copy of Deutsche Bank’s California Privacy Notice, please email HR.Direct@DB.com.

Deutsche Bank Benefits

At Deutsche Bank, we recognize that our benefit programs have a profound impact on our colleagues. That’s why we are focused on providing benefits and perks that enable our colleagues to live authenti­cally and be their whole selves, at every stage of life. We provide access to physical, emotional, and financial wellness benefits that allow our colleagues to stay financially secure and strike balance between work and home. Click here to learn more!

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Our values define the working environment we strive to create – diverse, supportive and welcoming of different views. We embrace a culture reflecting a variety of perspectives, insights and backgrounds to drive innovation. We build talented and diverse teams to drive business results and encourage our people to develop to their full potential. Talk to us about flexible work arrangements and other initiatives we offer.

We promote good working relationships and encourage high standards of conduct and work performance. We welcome applications from talented people from all cultures, countries, races, genders, sexual orientations, disabilities, beliefs and generations and are committed to providing a working environment free from harassment, discrimination and retaliation.

Visit Inside Deutsche Bank to discover more about the culture of Deutsche Bank including Diversity, Equity & Inclusion, Leadership, Learning, Future of Work and more besides.


We are an Equal Opportunity Employer - Veterans/Disabled and other protected categories. Click these links to view the following notices: EEO is the Law poster and supplement; Employee Rights and Responsibilities under the Family and Medical Leave Act; Employee Polygraph Protection Act and Pay Transparency Nondiscrimination Provision.