Vitestro

Healthcare

MediorDataScientist

€65–90k ~AI est. Utrecht, Utrecht, Netherlands FULL TIME Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for mid candidates.

The Brief

“Medior Data Scientist at Vitestro. Skills: Data Science, Probabilistic modeling, ML/AI, Data analysis. Transform data into actionable insights. Support product development”

What You'll Achieve.

Model clinically validated; Model used for decisions; Models accessible and trusted; Models allow independent usage; Models require minimal maintenance; Predictive maintenance signal validated; Proactive maintenance action; Design recommendation

Industry & Context.

Healthcare
Problems you'll solve

Solve challenging problems

Eligibility Requirements

Authorized to work in Netherlands

What They're Looking For.

Must Have

Proficiency in Python, Standard ML/data stack, Statistics and probabilistic modeling, Causal inference, Probabilistic graphical models, Survival analysis, Sequential or time-dependent processes analysis, Work with large, complex, and imperfect datasets, Communication skills, Authorized to work in the Netherlands

Nice to Have

Experience in regulated industry, Predictive maintenance techniques experience, Process mining experience, Markov models experience, Workflow analysis techniques experience, Computer vision exposure, Multi-modal sensor fusion exposure, Medical imaging data exposure, Probabilistic programming frameworks knowledge, AWS data services experience

What You'll Do.

Transform data into actionable insights

Support product development

Support clinical validation

Support operational improvements

Develop probabilistic models

Develop analytical frameworks

Guide decision-making

Collaborate with stakeholders

Align on data quality

Align on validation approaches

Align on scalable deployment

Understand device data

Understand procedural workflows

Understand system performance KPIs

Navigate large datasets

Navigate imperfect datasets

Align with engineering teams

Align with product teams

Align with clinical teams

Align with data teams

Establish ways of working

Develop probabilistic puncture model

Support hypothesis-driven testing

Improve data quality insights

Ensure analytical results are reproducible

Document analytical results

Strengthen analytical capabilities

Share data modeling techniques

Conduct hands-on sessions

Validate models through field testing

Support product decisions

Support engineering decisions

Ensure models are accessible

Ensure models are trusted

Allow independent model usage

Minimize model maintenance

Identify predictive maintenance signal

Validate predictive maintenance signal

Result in proactive maintenance action

Result in design recommendation

How You'll Work.

Team & Collaboration

Engineering teams; Product teams; Clinical teams; Data teams; Multidisciplinary environment

Communication Scope

Explain complex topics; Technical stakeholders; Non-technical stakeholders

Full Job Description

About Vitestro Founded in 2017 in Utrecht, Vitestro is pioneering the future of blood collection with theAletta® Autonomous Robotic Phlebotomy Device™ (ARPD™). This groundbreaking medical device combines advanced multi-modal imaging (near-infrared, ultrasound, and Doppler ultrasound) with robotics and AI to perform the entire diagnostic blood draw procedure autonomously. By addressing critical healthcare staffing shortages and improving patient experience, Vitestro is transforming one of the most common and essential medical procedures. With more than 90 team members and growing rapidly, we are scaling our impact. As we placed our first devices with customers, we are now expanding our team to ensure successful implementation and long-term reliability. At Vitestro, we are committed to continuous innovation and improvement. General Role Description As our Medior Data Scientist, you play a key role in transforming complex device and procedural data into actionable insights that support product development, clinical validation, and operational improvements. You operate at the intersection of engineering, product, clinical, and data teams, developing probabilistic models and analytical frameworks that help guide decision-making across the organization. You actively collaborate with stakeholders to align on data quality, validation approaches, priorities, and scalable deployment of models. First months at Vitestro In your first months, your focus will be on understanding our device data, procedural workflows, and the KPIs that drive system performance. You will independently navigate large and imperfect datasets, align with stakeholders across engineering, product, clinical, and data teams, and establish effective ways of working for model development and deployment. You will develop a probabilistic puncture model in a Jupyter Notebook environment to support hypothesis-driven testing of software improvements. Alongside this, you validate assumptions, improve data quality

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