freiberufler Data Scientist / Quantitative Finance auf freelance.de

Data Scientist / Quantitative Finance

zuletzt online vor 7 Tagen
  • auf Anfrage
  • Deutschland
  • auf Anfrage
  • de  |  en
  • 12.11.2022

Kurzvorstellung

MSc. in Data Science, BSc. Economics + BSc. Finance
Experienced Professional in Banking and Manufacturing. Past employers include BCG, Porsche, and DVB Bank. Product Owner for the industrial Cloud of VW;
Data Scientist in Quantitative Finance / Risk

Ich biete

  • Corporate Finance
  • Data Mining
  • Data Science
  • ETL
  • Machinelles Lernen (allg.)
  • Natural Language Processing (NLP)
  • Product Owner
  • Produktdesign
  • Projektleitung / Teamleitung (IT)
  • Projektmanagement (IT)
  • Python

Projekt‐ & Berufserfahrung

Product Owner, Data Scientist (Festanstellung)
Crosslend GmbH, Berlin
1/2022 – offen (11 Monate)
Finanzdienstleister
Tätigkeitszeitraum

1/2022 – offen

Tätigkeitsbeschreibung

Data Scientist for credit risk models:
- concept, feature design, product vision, product management
- python software development (poetry, package management, airflow)
- risk factor analysis
- probability forecasts / survival modelling
- ETL, pyspark, mongoDB, SQL

Eingesetzte Qualifikationen

Corporate Finance, Data Mining, Data Science, ETL, Produktdesign, Projektmanagement (IT)

Product Owner (Industry Solution / Mathematical Optimisation) (Festanstellung)
Porsche Digital GmbH, Berlin
2/2019 – 12/2021 (2 Jahre, 11 Monate)
Automobilindustrie
Tätigkeitszeitraum

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

Eingesetzte Qualifikationen

Data Science, Manufacturing execution system (MES), PMO (IT), Product-lifecycle-cost-management (PLCM), Product Owner

Visiting Associate
Boston Consulting Group, Platinion, Berlin
10/2018 – 12/2018 (3 Monate)
Dienstleistungsbranche
Tätigkeitszeitraum

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

Eingesetzte Qualifikationen

Corporate Culture, Lean Management, MS Excel, MS PowerPoint, Strategische Unternehmensplanung

Research Assistant, Finance Group (Festanstellung)
Humboldt-Universität zu Berlin, Berlin
11/2016 – 9/2018 (1 Jahr, 11 Monate)
Wissenschaft
Tätigkeitszeitraum

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

Eingesetzte Qualifikationen

Big Data, Corporate Finance, Data Science

Research Analyst, Shipping
DVB Bank SE, Amsterdam
4/2015 – 8/2016 (1 Jahr, 5 Monate)
Finanzdienstleister
Tätigkeitszeitraum

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

Eingesetzte Qualifikationen

Mathematik, MS Excel, MS PowerPoint, VBA (Visual Basic for Applications)

Zertifikate

PSPO I Scrum Product Owner
Oktober 2022

Ausbildung

Machine Learning for Credit Risk

(Doctor)
Jahr: 2024
Ort: Humboldt-Universität zu Berlin
Information Systems / Wirtschaftsinformatik

(Master of Science)
Jahr: 2020
Ort: Humboldt-Universität zu Berlin
Economics / VWL

(Bachelor of Science)
Jahr: 2016
Ort: Christian-Albrechts-Universität zu Kiel
Business Administration / BWL

(Bachelor of Science)
Jahr: 2015
Ort: Christian-Albrechts-Universität zu Kiel

Qualifikationen

Product Owner:
- Product vision, Scrum, sprint/PI planning, business development, KPI management, cost management, hiring, senior stakeholder management
- Jira/Confluence, MS Office

Data Science / Software Development:
- Python, project management (CI/CD, Poetry, Docker, Conda, Airflow)
- Pandas, numpy, pyspark, pytest, scikit-Learn, NLP, survival analysis (various projects)

Persönliche Daten

Sprache
  • Deutsch (Muttersprache)
  • Englisch (Fließend)
Reisebereitschaft
auf Anfrage
Arbeitserlaubnis
  • Europäische Union
  • Schweiz
Home-Office
bevorzugt
Profilaufrufe
235
Alter
32
Berufserfahrung
7 Jahre und 7 Monate (seit 04/2015)
Projektleitung
3 Jahre

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