Data Engineer
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Role details
Tech stack
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Job description
As a Data Engineer, you are mainly responsible for extracting and processing information from text documents and images (partly AI-supported). Furthermore, you develop, maintain, and automatize crawlers to access various data sources from the web.
Your fields of work in detail
Text mining & information extraction:
Improve existing and further develop data extraction scripts and processes from documents (mostly PDF´s consisting of plain text, tables and diagrams), including text recognition (OCR), AI-supported natural language processing (NLP) and rule-based information extraction.
Data enhancement:
Development of rulesets and algorithms to complete incomplete data sets through rule-based filling of data gaps or secondary data integration.
Image Recognition:
Application of computer vision methods to extract information from document images and photos.
Pipeline management:
Scalable data processing with Kubernetes, Docker and API-supported data queries.
Data Visualization & Integration:
Provision of APIs, definition of data filters and display rules for our web application ImmAzing®.
Support & Quality Assurance:
Monitoring of control mechanisms and quality assurance, first point of contact for maintenance and bug fixing in your area.
Requirements
- querying, processing and analyzing data with Python and R
- usage of relational databases (PostgreSQL)
- text mining and NLP (nltk, SpaCy, RegEx, LLM Calls and Prompt Engineering)
- web data crawling (Selenium, playwright)
- image processing (Computer vision)
- use of OCR-Tools (e.g. Tesseract and/or GoogleOCR)
Initial Experience in: *
- Docker, Kubernetes, CI/CD
- data warehousing and orchestration (dagster)
-
API Development (FastAPI, Swagger, uvicorn) +
- or are interested in continuing your education in these areas.
- Ideally have basic knowledge of web development with JavaScript / React / TypeScript (not a must, but a plus!)
- Show interest in real estate valuation, data science and artificial intelligence.
- enjoy delving deep into complex topics and thinking “outside the box”.
- Have completed or are about to complete a degree in data science, computer science or software engineering (or a related field).
- Like to work independently, think in a solution-oriented way and are a team player
- Have a very good linguistic proficiency in German and English and a hands-on mentality *
Benefits & conditions
- Top locations: Familiar atmosphere in Salzburg’s Neustadt district or a modern office with roof terrace in Vienna’s 7th district.
- Flexibility: 1-2 days home office per week and flexible working hours within our flexitime scheme.
- Additional offers: Regular team events, company lunch and more.
- Attractive remuneration: Above-average salary based on the IT collective agreement - overpayment depending on experience and education, Remuneration will be in accordance with the IT collective agreement, currently at a minimum of EUR 3.267,- gross, full-time basis. Overpayment depends on qualification, professional experience and education/training.
About the company
Founded in 2016, DataScience Service GmbH is an Austrian software company that is revolutionizing the real estate industry. With our leading software solution ImmAzing®, we support banks, appraisers and local authorities in the valuation and management of properties.
Our strength: We combine data-based research, state-of-the-art technologies, continuous innovation and customized services.
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