Pflegia

Staffing and Recruiting

201-500

HR Manager

Germany

At Pflegia we are building and operating an innovative job-matching platform, which intelligently brings together caregivers and healthcare employers. Our vision is to become Europe's leading job platform for nursing professions and to fight the nursing crisis! Become part of the team and shape the nursing job market together with us!

## Tasks

*   Design, build, and validate statistical models and predictive analyses to inform business decisions
*   Work with large language models (LLMs), improve retrieval-augmented generation (RAG) systems, and explore new AI technologies to drive product innovation
*   Formulate testable, actionable hypotheses and design experiments (e.g., A/B tests) to validate or falsify them
*   Analyze data funnels and user journeys to identify drop-offs, friction points, and opportunities for optimization
*   Collaborate with performance marketing teams to uncover data-driven insights and improve campaign efficiency
*   Define key performance indicators (KPIs), build monitoring tools or dashboards (Quicksight), and track progress toward business goals.
*   Collaborate cross-functionally using tools like Jira to document work, communicate progress, and manage data-related tasks
*   Communicate findings to stakeholders, translate insights into actionable recommendations, and drive follow-through on implementation

## Requirements

*   Strong proficiency in statistics and data extraction techniques.
*   Solid hands-on experience with Python, common data science libraries (e.g., pandas, scikit-learn, NumPy) and SQL, with a focus on practical data science applications.
*   Proficient in applying AI and machine learning techniques, as well as leveraging modern AI tools to solve real-world business problems.
*   Good understanding of A/B testing methodologies and performance marketing concepts.
*   Practical knowledge of AWS Quicksight or similar BI tools
*   Extensive experience in ML projects related to Anomaly detection, Trend analysis, Marketing mix modeling or Multi-touch attribution models
*   Experience in e-commerce or platform-based businesses
*   Bonus: Academic background in mathematics, statistics, physics, computer science, or a related quantitative field.

## Benefits

*   Flat hierarchies with short decision-making paths (start-up mentality) and an open corporate culture with helpful & communicative colleagues
*   Regular feedback conversations
*   A pleasant workplace (open-plan office centrally located in a beautiful old building in Berlin) with home office option
*   A very nice and cooperative working atmosphere
*   Free drinks

We have a lean and quick hiring process, do not hesitate to apply!  

Note on using AI: we need to build a basis of trust, if you are using AI for your application and do not disclose it sufficiently, this trust-building will not work.

Employee

Professional / Experienced

<p>At Pflegia we are building and operating an innovative job-matching platform, which intelligently brings together caregivers and healthcare employers. Our vision is to become Europe&#39;s leading job platform for nursing professions and to fight the nursing crisis! Become part of the team and shape the nursing job market together with us!</p>
<h2 id="tasks">Tasks</h2>
<ul>
<li>Design, build, and validate statistical models and predictive analyses to inform business decisions</li>
<li>Work with large language models (LLMs), improve retrieval-augmented generation (RAG) systems, and explore new AI technologies to drive product innovation</li>
<li>Formulate testable, actionable hypotheses and design experiments (e.g., A/B tests) to validate or falsify them</li>
<li>Analyze data funnels and user journeys to identify drop-offs, friction points, and opportunities for optimization</li>
<li>Collaborate with performance marketing teams to uncover data-driven insights and improve campaign efficiency</li>
<li>Define key performance indicators (KPIs), build monitoring tools or dashboards (Quicksight), and track progress toward business goals.</li>
<li>Collaborate cross-functionally using tools like Jira to document work, communicate progress, and manage data-related tasks</li>
<li>Communicate findings to stakeholders, translate insights into actionable recommendations, and drive follow-through on implementation</li>
</ul>
<h2 id="requirements">Requirements</h2>
<ul>
<li>Strong proficiency in statistics and data extraction techniques.</li>
<li>Solid hands-on experience with Python, common data science libraries (e.g., pandas, scikit-learn, NumPy) and SQL, with a focus on practical data science applications.</li>
<li>Proficient in applying AI and machine learning techniques, as well as leveraging modern AI tools to solve real-world business problems.</li>
<li>Good understanding of A/B testing methodologies and performance marketing concepts.</li>
<li>Practical knowledge of AWS Quicksight or similar BI tools</li>
<li>Extensive experience in ML projects related to Anomaly detection, Trend analysis, Marketing mix modeling or Multi-touch attribution models</li>
<li>Experience in e-commerce or platform-based businesses</li>
<li>Bonus: Academic background in mathematics, statistics, physics, computer science, or a related quantitative field.</li>
</ul>
<h2 id="benefits">Benefits</h2>
<ul>
<li>Flat hierarchies with short decision-making paths (start-up mentality) and an open corporate culture with helpful &amp; communicative colleagues</li>
<li>Regular feedback conversations</li>
<li>A pleasant workplace (open-plan office centrally located in a beautiful old building in Berlin) with home office option</li>
<li>A very nice and cooperative working atmosphere</li>
<li>Free drinks</li>
</ul>
<p>We have a lean and quick hiring process, do not hesitate to apply!  </p>
<p>Note on using AI: we need to build a basis of trust, if you are using AI for your application and do not disclose it sufficiently, this trust-building will not work.</p>


Data Scientist (m/w/d) 

Traineeship

Business Development - Trainee Programm - Berlin (m/w/d)

Chief of Staff to CEO - Berlin (m/w/d)

Google Ads / Data Analyst (m/f/d)

(Junior) Customer Success Manager - Berlin (m/w/d)

(Junior) Customer Success Manager - Remote (m/w/d)

Pflegia logo

Google {privacyLink} and {termsLink} apply.

Benefits

Media

We don't have any open positions at the moment

No available jobs

Offices

Open positions

Values

Videos

Do you have a question?

Spontaneous Application

We’ll send a link to this job to your email.

No time? Just apply later

We are reviewing your account. Once our managers approve it, candidates will be able to apply for this job.

Changes are not visible until you publish your job.

This is a preview of your job ad.

Interested?

The job {jobTitle} was archived or the deadline has passed.

This job is no longer available

Recruiting Team

Our other open positions

We no longer accept spontaneous applications

Are you a talented professional seeking your next career adventure? At {companyName}, we appreciate proactive individuals who can bring a fresh perspective to our team.

While we may not have an immediate job opening that precisely matches your needs, your distinctive experiences and talents might be an excellent fit for us in the future.

To submit your spontaneous application, please use the application form on the right to upload your CV and cover letter. Ensure that you mention your desired position in the cover letter.

Rest assured, our dedicated recruiting team will reach out to you once they identify a role that aligns perfectly with your skills and aspirations.

How to apply

Looking for a job at {companyName}? JOIN works directly with {companyName} to bring you all their open positions. Apply now with JOIN.com.

Jobs at {companyName}. Browse all open positions and become part of our team! Open positions: {jobsCount}

Jobs at {companyName}. Browse our open jobs and join us! We currently have {jobsCount} available jobs. Step up your career and apply today!

Jobs at {companyName}. Browse all our open positions and become part of our team! We have currently {jobsCount} jobs available. Apply today to join us!

Jobs at {companyName}. Browse all open positions and become part of our team! We are currently looking for {jobsCount} additions to our company. Apply today!

Jobs at {companyName}. Browse all open positions and become part of our growing team! We are currently looking for {jobsCount} additions to our company. Apply today!

Jobs at {companyName}. Browse all our open positions and become part of our growing team! We are currently looking for {jobsCount} additions to our company. Apply today!

Browse all our open positions and become part of our team! We are looking for {jobsCount} additions to our company. Take the next step in your career and apply today!

No suitable positions available at {companyName}? Don't wait! Submit a spontaneous job application today and unlock your career possibilities tomorrow.

Our other open positionsView all open positions

Business Development - Trainee Programm - Berlin (m/w/d)

Chief of Staff to CEO - Berlin (m/w/d)

Google Ads / Data Analyst (m/f/d)

(Junior) Customer Success Manager - Berlin (m/w/d)

(Junior) Customer Success Manager - Remote (m/w/d)

Our other open positions
View all open positions