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Associate Data Scientist (f/m/d)
Predium
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Job Description
Our Opportunity Over the past three years, Predium has built the leading real estate intelligence platform for ESG and value management in the DACH region - with the strongest names in the industry as customers: asset managers, housing companies, banks.
Our customer base, our data, our credibility - that's valuable capital for the next step. Investment, credit, and asset management decisions in real estate are still made in Excel, case by case.
We're now building the AI analyst that takes this work off people's hands - working directly on the customer's own data, scalable without adding headcount. We're well-funded, and we're bringing AI into real estate.
Your Mission As a Data Scientist at Predium, you will help develop and improve the data-driven models behind our platform. You will use statistics, machine learning, and numerical methods to solve well-defined problems related to buildings, energy performance, and real-estate decarbonization.
Working closely with our engineering and product team, you will turn real-world data into reliable analytical, simulation, and machine-learning models that identify optimization opportunities for more sustainable buildings and help customers make informed investment decisions.
What you'll own Develop and improve analytical, machine-learning, and simulation models to address business problems in the real-estate and energy domain.
Build and improve data extraction pipelines for structured and unstructured sources, evaluating extraction accuracy and reliability Continuously explore and evaluate new data sources to improve model accuracy.
Assess data quality, identify gaps and evaluate model performance by validating assumptions and results against real-world data and feedback of domain experts. Collaborate with data scientists, engineers, product managers, and other stakeholders to translate business needs into data-driven solutions.
What success looks like You take ownership of well-defined analytical and modeling problems and i
Required Skills
Upskill for This Role
Courses from Udemy and edX matched to this role's skills.

Probability & Statistics for Data Science (Practical)

Statistics for MBA/ Business statistics explained by example

Statistics Fundamentals

Statistics for Data Analysis Using Excel

Statistics for Data Analytics

Applied Statistics and Data Preparation with Python
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