Advanced Data Analyst and Machine Learning Specialist
Vor 6 Tagen
Ariadne Maps GmbH is seeking a highly skilled Senior Data Scientist to join our team. This individual will have the opportunity to work with cutting-edge technology, collaborate with a talented team of analysts and developers to build innovative machine learning solutions, and help shape the future of location intelligence.
As a member of the Data Science team, you will tackle some of our biggest challenges and your work will impact the entire Ariadne ecosystem. Our team moves fast, so you'll have the opportunity to make an immediate difference in device fingerprinting, localization, and speed clustering spaces.
Key Responsibilities- Problem Definition: Define and scope complex business problems into specific data science questions or projects.
- Data Collection and Preprocessing: Gather, preprocess, and clean large volumes of data from various sources to make it suitable for analysis.
- Exploratory Data Analysis (EDA): Analyze and visualize data to discover patterns, trends, correlations, and outliers.
- Model Development: Build and deploy machine learning models using various algorithms and techniques.
- Education: PhD/MSc in Physics, Maths, Statistics, Data Science, Computer Science, Engineering, or other quantitative discipline.
- Experience: At least 3-5 years of hands-on experience developing and applying data-driven solutions in a corporate or consulting setting.
- Data Science Skills: Strong experience with exploratory data analysis & data modelling to derive valuable insights and develop hypotheses, proof-of-concepts leading to production models.
- Additional Skills: Experience with Supervised & Unsupervised modelling, Mathematical Optimization techniques, localization & sessionization, and/or Networks modelling.
- Technical Skills: Proficiency in Python, Git, and SQL, as well as additional competence in data engineering, noSQL, Apache Hadoop, Spark, or Tensorflow.
- Personal Qualities: Self-initiative, ability to independently take initiatives without much direction, and a deep belief in data with the ability to rally people behind findings/recommendations.
- Competitive Salary: €80,000 - €110,000 per year, depending on experience.
- Flexible Working Hours: We're focused on getting the job done.
- Permanent Employment: In a fast-growing SaaS company step-changing the location intelligence industry.
- Awesome Team and Company Events: Because the fun part should not be neglected.
- Great Company Spirit: Flat hierarchies, a lot of creative freedom, working independently, and, of course, a cool team.
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