Data Scientist / Quantitative Finance
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- 28.07.2022
Kurzvorstellung
Data Scientist in Quantitative Finance / Risk;
Experienced Professional in Banking and Manufacturing. Past employers include BCG, Porsche, and DVB Bank. Product Owner for the industrial Cloud of VW.
Ich biete
Projekt‐ & Berufserfahrung
1/2022 – offen
Tätigkeitsbeschreibung
Data Scientist for credit risk models:
- python software development (poetry, package management, airflow)
- risk factor analysis
- probability forecasts / survival modelling
- ETL, pyspark, mongoDB, SQL
Corporate Finance, Data Mining, Data Science, ETL
2/2019 – 12/2021
Tätigkeitsbeschreibung
- Product Owner of Porsche’s Digital Lab for emerging technologies (i.e. Machine
Learning, crypto/blockchain) to drive marketable innovation in engineering
- Agile Product lead of an interdisciplinary team (Full Stack, Data Science PhD, UX, Scrum) of an optimisation solution to increase manufacturing efficiency
- Responsible for product design, sprint planning, stakeholder and IP management, budget planning, and patent application
- Drove product from ideation to on-premises MVP to running AWS cloud pilot with edge components on Volkswagen’s digital production platform in 18 month
Data Science, Manufacturing execution system (MES), PMO (IT), Product-lifecycle-cost-management (PLCM), Product Owner
10/2018 – 12/2018
Tätigkeitsbeschreibung
- C-level strategy consulting in the digital branch of the Boston Consulting Group
for a large public sector client
- Developed the digital transformation strategy of the client’s new president (reorganisation, lean processes, capability matching) within 12 weeks
Corporate Culture, Lean Management, MS Excel, MS PowerPoint, Strategische Unternehmensplanung
11/2016 – 9/2018
Tätigkeitsbeschreibung
- Engaged in academic research on economics of crypto currency markets , author of blockchainnights.de, and responsible for various financial coding tasks
(i.e. efficient frontier, data scrapping, Google Trend)
- Organization team of the "Blockchain Nights" event series (22 events so far) to foster a factual debate about crypto currencies and Blockchain technology
Big Data, Corporate Finance, Data Science
4/2015 – 8/2016
Tätigkeitsbeschreibung
- Provided market research to more than 700 customers and the bank’s internal commercial side for the Car Carrier Shipping Portfolio (>750mn), which was published in renowned industry news Tradewinds
- Developed an econometric trade models to predict market trends (STATA / VBA)
- Responsible for shipping sector specific research on chemical, petrol and oshore models for market analysis and vessel valuation
Mathematik, MS Excel, MS PowerPoint, VBA (Visual Basic for Applications)
Ausbildung
(Doctor)
Ort: Humboldt-Universität zu Berlin
(Master of Science)
Ort: Humboldt-Universität zu Berlin
(Bachelor of Science)
Ort: Christian-Albrechts-Universität zu Kiel
(Bachelor of Science)
Ort: Christian-Albrechts-Universität zu Kiel
Qualifikationen
- Python, Project Management (CI/CD, Poetry, Docker, Conda, tox, Airflow)
- Pandas, numpy, pyspark Scikit-Learn, NLP, Survival Analysis (various projects)
Product Owner:
- Scrum, Sprint/PI Planning, Business Development, KPI management, cost management, hiring, senior stakeholder management
Persönliche Daten
- Deutsch (Muttersprache)
- Englisch (Fließend)
- Europäische Union
- Schweiz
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