Wednesday , March 22 2023

Deutsche Bank USA Careers – ML Engineer

Website Deutsche Bank

Job Description:

In this role, you will have an opportunity to influence and design a next generation surveillance model for compliance risk mitigation. The Compliance Technology Department partners with the Compliance Department and delivers technology solutions to support the core compliance functions of surveillance intelligence, analytics, and visualization. This role requires broad knowledge of the current machine learning and statistical modeling methods and an understanding of how such methods are applied to trader and employee compliance, specifically in the financial services industry. This is a complex, multi-functional, cross-platform domain which will require expertise in data science including risk scoring, pattern analysis, link analytics for relationships and behavior modeling, and multivariate time series and large scale data analysis.


Job Responsibilities:

  • Enhance data collection procedures to include information that is relevant for building analytic systems
  • Develop innovative and effective approaches to solve clients’ analytics problems and communicate results and methodologies
  • Develop evaluation strategies to evaluate quality of detection algorithms
  • Ability to come up with solutions to loosely defined business problems by leveraging exploratory data analysis techniques over potentially large datasets
  • Process, cleanse, and verify the integrity of data used for analysis

Job Requirements:

  • Hands on expertise with Apache Spark or other big data and distributed frameworks is desired
  • Knowledge of implementing streaming models (dynamic/incremental models) such as streaming k-means and streaming random forest is desired
  • Relevant quantitative and qualitative research and analytics experience
  • Hands on expertise with SQL databases such as Oracle is required
  • Experience building machine models in R, Python or Spark ML, using techniques such as random forest, artificial neural network (ANN), support vector machine (SVM), and logistic regression

Job Details:

Company: Deutsche Bank

Vacancy Type: Full Time

Job Location: Raleigh, NC, US

Application Deadline: N/A

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