Syte Gmbh
1 month ago
Working Student Data QA & Algorithm Benchmarking (m/f/d)
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Company information
- Company
- Syte Gmbh
- Location
- Münster Germany
- Posted
- 1 month ago
Job description
syte uses complex algorithms that calculate building metrics based on 3D point clouds and 3D models. Typical examples of relevant metrics include floor area, number of floors, volume, and building heights. To ensure rapid development cycles and to be able to quantitatively and automatically evaluate changes to algorithms at the push of a button, syte relies on high-quality QA data. To systematically expand and strengthen this dataset, and thus develop the foundation on which our algorithms are measured, we are looking for you as a Working Student Data QA & Algorithm Benchmarking (m/f/d) as soon as possible in Münster. Your Tasks
- Ground Truth Audit: You evaluate the correctness of existing test data and identify new metrics that we can use for algorithm evaluation.
- Hunting Edge Cases: You identify new test data for challenging buildings (e.g., complex roof shapes, trees above rooftops) and integrate them into the overall dataset.
- Data Sourcing: You identify potential sources for new test datasets and integrate them as automated as possible.
- Benchmarking & Insights: You run our benchmarking pipelines to quantitatively evaluate both the algorithms and the data quality. You visualize and communicate the results of these analyses comprehensibly, so that recommendations for action can be derived.
- Pipeline Engineering: You implement and test improvements in the benchmarking pipelines and algorithm parameters.
- Your Studies: You are studying in an upper bachelor's semester or first master's semester (Computer Science, Geoinformatics, or related fields) or have a focus in Data Science/Statistics. You also have a valid proof of enrollment.
- Analytical Skills: You enjoy diving deep into data and are passionate about statistical data analysis.
- Curiosity for Complex You enjoy working with and understanding complex algorithms in a challenging domain.
- Teamwork: You work with a high standard of quality and can coordinate well within the team.
- Language Skills: You speak German at a business fluent level (min. C1) and English fluently (min. B2).
- Bonus: You have previous experience in architecture or PropTech and initial programming experience with Python.
- Start Date: As soon as possible
- Location: Münster (approx. 1 day per week in the office)
- Employment Type: Working Student (12-20 hrs./week, flexible hours)
Your Attractive Salary: We ensure that every aspect of your journey at syte is motivating. We know your worth!
Your Hardware: Our syte team is equipped with the latest hardware and software.
Your Team: Once a quarter, the entire team meets for two days to work and celebrate successes together.
Your Flexibility: In addition to joint workations, you also have the opportunity to work from abroad privately.
Your Dog in the Office: Your four-legged companion is very welcome here and can come to the office with you at any time.
Your Personal Benefit Budget: €2,200.00 annually for what matters to you:
- Upskilling: You have a budget for both company and private further training.
- Equipment: In addition to the initial setup with state-of-the-art Apple hardware, you will also receive a budget for equipping your workspace.
- Tax-Optimized Benefits: You can use your budget for tax-optimized offers such as tax-free benefits, internet subsidies, mobility subsidies, recreation allowances, or childcare subsidies.
- Health & Wellbeing: You can also use your budget for anything that benefits body and mind, such as an Urban Sports Club membership, physiotherapy, vacation trips, etc.
- BusinessBike: Through our collaboration with BusinessBike, you can easily lease your dream bike.
Required skills
- teamwork
- communication
- analysis
- quality standards
- analytical skills
- flexible hours
- python
- data science
- equipment
- architecture
- visualization
- computer science
- data quality
- statistics
- master's
- 3d models
- test data
- statistical analysis
- data sourcing
- physiotherapy
- edge cases
- bachelor's
- evaluation metrics
- pipeline engineering
- munster
- upskilling
- volume
- proptech
- apple hardware
- urban sports club
- actionable recommendations
- working student
- geoinformatics
- parameter optimization
- businessbike
- data qa
- qa data
- german (c1)
- english (b2)
- 3d point clouds
- algorithm benchmarking
- building metrics
- floor area
- number of floors
- building heights
- ground truth audit
- benchmarking pipelines
- complex algorithms
- tax-optimized benefits
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