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Etat Senior Data Scientist, Transaction Monitoring Optimization - Analytics [rekrutacja online]

Firma: ING Tech Poland miejsce pracy: Warszawa

Senior Data Scientist, Transaction Monitoring Optimization - Analytics [rekrutacja online]
Miejsce pracy: Warszawa
We are looking for you if:
  • You have several years of proven working experience as Data Scientist within a complex organization (KYC / AML / Transaction Monitoring background is a preference),
  • You are experienced Python programmer and very familiar with modules pandas, sklearn, pyspark, numpy,
  • You have strong knowledge of Apache Hadoop and Spark,
  • You have experience with statistical inference (e.g. predictive analytics, clustering, Machine Learning Algorithms),
  • You are able to clearly and succinctly express ideas, opinions and present results of analysis to non-technical guidance,
  • You are able to support internal and external customers to meet and understand their needs and expectations,
  • You have good leadership and decision making skills,
  • You are fluent in English speaking and in writing.
You'll get extra points for:
  • Experience with Transaction Monitoring AML optimization processes in international financial institutions
  • AML Cerification (ACAMS, ICA)
  • Agile development methodology
  • Experience with the team backlog, reviews and all other related events (Kanban/SCRUM)
Information about squad:


The resource operates in a team supporting optimisation activities related to our regulatory committed programs, to ensure optimal configuration of the global rule based monitoring systems before go-live. These global systems monitor customer transactions for indicators of financial and economic crime. The tuning, testing and optimization of these systems is a regulatory requirement and requires statistical, investigative, program and operational disciplines to deliver. 

After go-live the rule based system needs to be calibrated continuously based on analysis conducted by the analytics team. Key elements of the role includes:

  • Operating in a team of data scientists to simulate the rule based systems and providing relevant events to be investigated by alert investigations team
  • Provide information to help set thresholds that prevent false negatives to occur and to minimize false positives
  • Develop and test scenario’s to understand how changes of the parameters of the rule based systems affect effectiveness and efficiency of the alert generation
  • Investigate and propose additional segmentation to increase productive alerts
  • Interpret and analyze data problems and guarantee data quality and integrity
  • Adhere to stringent quality assurance and documentation standards using version control and code repositories (e.g., Git, GitHub, Markdown)
  • Utilize data visualization tools to deliver insights to stakeholders
  • contract of employment
    type of contract
  • Start 7:00 - 9:00 End 15:00 - 17:00
    work hours
  • Zajęcza 4, Warszawa
    this is the location of our office
Scope of duties
40%- Perform advanced analytics using Python (e.g.,customer segmentation, predictive analytics)
30%- Execute Optimisation activities and interact with teams and stakeholders
20%-Stakeholder Management, Multi-Business Linesand Cross-Department Alignment
10%- Contribute to the process and tools improvements as well as TM pillar development
Your development
  • professional development
  • certificates and knowledge development
  • training budget
  • access to the newest technologies
  • international projects
  • free English courses
Your health, well-being and family
  • provate medical care
  • 50% funded Multisport Card
  • bicycle parking
  • chillout rooms
  • integration events and Stay Fit program
Working conditiions
  • stability of employement
  • fully equipped workstations
  • kitchen
We kindly inform you that we will get in touch only with the chosen candidates.

If you agree for processing your data for future recruitment offers, we will keep the data for a year.

All information concerning the way we process personal data can be found here here.


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Data dodania: 23-12-2021
Wyświetleń: 324