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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
- provate medical care
- 50% funded Multisport Card
- bicycle parking
- chillout rooms
- integration events and Stay Fit program
- stability of employement
- fully equipped workstations
- kitchen
Praca Radom
Praca Badacz Danych (Data Scientist) Warszawa
Praca mazowieckie
Praca Płock
Praca Warszawa
ING Tech Poland
Praca Analityk Danych
Praca Senior Data Scientist, Transaction Monitoring Optimization - Analytics [rekrutacja online]
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Data dodania: 23-12-2021
Wyświetleń: 324
Wyświetleń: 324