Predium Technology GmbH
11 hours ago
Associate Data Scientist (f/m/d)
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Company information
- Company
- Predium Technology GmbH
- Location
- Munich Germany
- Posted
- 11 hours ago
Job description
Our Opportunity
In the last three years, Predium has built the leading ESG intelligence platform for institutional real estate companies in the DACH region – with the strongest names in the industry as clients: asset managers, housing associations, banks. Our customer base, data, and credibility are valuable assets for the next step. Investment, credit, and asset management decisions in the real estate industry are still made in Excel, case by case. We are now building the AI analyst that will take over this work. Directly on customer data, scalable without additional headcount. We are well-funded and bringing AI into the real estate industry.
Your Mission
As a Data Scientist at Predium, you will build the models that power our platform. Using statistics, machine learning, and numerical methods, you will tackle concrete problems related to buildings, energy efficiency, and the decarbonization of real estate.
You will work closely with our engineering and product teams, transforming real-world data into reliable analytical, simulation, and ML models that identify optimization potential for more sustainable buildings and help our clients make informed investment decisions.
What You Will Do Specifically
- You will develop and improve analytical models, ML models, and simulations to solve specific problems in the real estate and energy sectors.
- You will build and enhance data extraction pipelines for structured and unstructured sources, verifying the accuracy and reliability of the extraction process.
- You will continuously explore and evaluate new data sources to improve model accuracy.
- You will check data quality, identify gaps, and assess how well your models perform – by comparing assumptions and results with real data and expert feedback.
- You will collaborate with engineers, product managers, and other stakeholders to turn business requirements into data-driven solutions.
How We Measure Success
- You will take ownership of clearly defined analysis and modeling problems and independently find robust solutions.
- Your models and analyses will be reproducible, well-documented, and thoroughly validated.
- You will translate technical results into their implications for our product, our customers, and our business.
- You will work closely with our engineering and product teams.
- You will actively seek and use feedback to develop professionally and in your working methods.
What You Bring
- University degree in Data Science, Computer Science, Mathematics, or a related field.
- 1-2 years of relevant practical experience with programming, ideally in Python, from projects such as physics-based modeling, machine learning, or data pipelines. Experience with TypeScript for product prototyping is a plus.
- A structured, independent approach to problem-solving.
- Curiosity about the business side and the ability to clearly explain your results to both technical and non-technical audiences.
- Proficient communication in English; German language skills are an advantage. Bonus:
- Initial experience with optimization methods, LLM-based data extraction, or uncertainty and sensitivity analyses.
- Familiarity with real estate, building physics, or energy systems.
- Experience with tools for physical simulation or energy modeling.
Why Predium?
- Stage: ~40 people, well-funded, on the path to define the category. Early enough that much still needs to be built. Yes, it's sometimes messy – but that's the point. If you're looking for a finished playbook job, this isn't the right fit.
- Impact: You are not employee #100 in a company. The models you build flow directly into our product and are used by real customers. Your contribution is directly visible, in revenue and in the product.
- Ownership: We don't manage your time, we measure your results. You will be given responsibility and freedom – and the expectation to use both.
- Compensation: Competitive Salary, Bonus, and Equity participation. We want you to share in the success you help build.
- Team: Office-first in Werksviertel Munich, 4 days/week.
30 vacation days (incl. company holidays) · Wellpass · Deutschland-Ticket · Jobrad · Team Events
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Required skills
- typescript
- ai
- python
- llm
- real estate
- machine learning
- data science
- data analyst
- data quality
- structured data
- data extraction
- simulation
- sensitivity analysis
- energy systems
- unstructured data
- building physics
- energy modeling
- optimization methods
- product prototyping
- uncertainty analysis
- esg intelligence
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