Data Scientist, Pflegia
AI & Experimentation
€42-75k
Staffing agency for nursing sector
Job no longer available
Staffing agency for nursing sector
201-500 employees
Job no longer available
€42-75k
201-500 employees
Company mission
To simplify the searching and application process for jobs in the nursing market.
Role
Who you are
- You love to work with data: explore it, model it, improve its quality
- Deep grounding in statistics: you know which method fits which problem and can defend your assumptions, not just run the library defaults
- Fluent in Python (pandas, scikit-learn, NumPy) and SQL, with a track record of applying them to real business problems rather than toy datasets
- Hands-on experience taking ML and modern AI techniques from idea to a working solution that someone actually uses
- Practical experience with LLMs and RAG systems in production or near-production settings, including prompting, retrieval quality, and output evaluation
- Solid command of A/B testing: sample sizing, significance, common pitfalls, and knowing when an experiment is the wrong tool
- Working knowledge of performance marketing concepts such as CAC, ROAS, and attribution logic
- Project experience in at least one of: anomaly detection, trend analysis, marketing mix modeling, or multi-touch attribution
- Background in e-commerce, marketplaces, or other platform-based businesses, ideally with exposure to supply and demand dynamics
- Bonus: degree in mathematics, statistics, physics, computer science, or a related quantitative field
What the job involves
- We're looking for a Data Scientist who treats AI as a working tool, not a buzzword.
- You'll sit at the intersection of statistics, machine learning, and product: building predictive models, improving our LLM- and RAG-based systems, and running experiments that directly shape how our platform matches supply and demand.
- Your work won't end at a slide deck. You'll define the metrics, ship the analysis, and follow through until the impact shows up in the numbers
- Build, validate, and ship statistical and predictive models that directly inform pricing, matching, and growth decisions
- Develop and improve LLM-powered features, from retrieval-augmented generation (RAG) pipelines to applications of new AI technologies that open up product innovation
- Own the reliability of our AI features: design prompt and evaluation workflows, measure output quality, and catch regressions before users do
- Turn open questions into testable hypotheses and design experiments (e.g., A/B tests) that give clear, decision-ready answers
- Dig into funnels and user journeys to find drop-offs and friction points, and quantify where supply and demand can be better matched
- Team up with performance marketing to sharpen targeting, attribution, and campaign efficiency with data
- Define the KPIs that matter, build the dashboards and monitoring behind them (AWS QuickSight), and make business impact visible and measurable
- Keep your work transparent and traceable: document, prioritize, and communicate progress in Jira across product, engineering, and marketing
- Present findings to stakeholders as concrete recommendations, then stay involved until they're implemented
Application process
- Sound like you? Send us your CV and a short note on the most interesting model or experiment you've shipped recently
Our take
To fill nursing roles, businesses must rely on expensive recruitment agencies and temporary staff, and applicants waste time sifting through mostly irrelevant job listings. Pflegia’s intelligent recruitment platform connects companies to the staff they need, and health professionals to the positions they want, through the creation of a simple 5-step profile.
Unlike regular recruitment platforms, Pflegia’s marketplace is optimised specifically for nursing recruitment. Candidates answer questions which are qualification-relevant to their desired position. When the anonymous profile is completed, companies contact candidates with relevant offers and are only charged a fee if a position is filled. Pflegia demonstrates its commitment to long-term relationships with employers by refunding this fee if the caregiver leaves within the probationary period, which sets it apart from standard recruitment agencies.
Pflegia was founded in 2019 with hopes of improving job satisfaction for nurses, which then plummeted during the pandemic. The platform hosts over 510000 employers and over 900,000 nurses, with that number growing every day, and has the chance to make a long-term, sustainable impact on hiring in the healthcare system.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Company
Company HQ
Mitte, Berlin, Germany
Leadership
Lennart Steuer
(Co-Founder & Managing Director)Former Student Trainee Analyst at U.C.A and Market Research Intern at AOVO. Previously worked as Executive Assistant to the Chief Executive Officer at MedLEARNING.
Felix Westphal
(Co-Founder)Former Student Trainee at U.C.A. Previously Associate Consultant at PwC Deutschland.
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