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Principal Data Scientist – DDSAI GD

Hybrid in Madrid·Full-time·Added today (last checked 30 Oct)

Our summary

Salary
€61,800 - €106,260 a year

About €3,550 - €5,620 a month after tax, or €3,600 - €6,410 under the Beckham regime.

Work mode
Hybrid, Madrid
Contract
Full-time
Experience
5+ years
Education
Master's degree

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  • The ad doesn’t mention sponsorship

    Not a refusal, but not a yes. Worth asking in your first message.

  • Pay clears the EU Blue Card threshold

    The advertised pay is over the €41,356 bar, so the route exists if Johnson & Johnson uses it.

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Skills

Requirements

What we're looking for

Required Qualifications

  • Master's degree in computer science, engineering, biostatistics, health economics, biomedical informatics, applied mathematics, or another quantitative discipline; PhD preferred.
  • At least 5 years of industry experience leading end-to-end delivery of data-science solutions using ML, predictive modeling, optimization, NLP, GenAI, or RWD analytics.
  • Demonstrated experience defining, validating, deploying, and driving adoption of analytical solutions that inform clinical-development, clinical-operations, or real-world evidence decisions.
  • Hands-on experience with structured and unstructured clinical, operational, or RWD data, including multimodal modeling and time-series or simulation methods.
  • Proficiency in Python and SQL, modern ML, optimization, and LLM-development libraries, and reproducible MLOps practices.
  • Strong communication, stakeholder-management, and technical-leadership skills.

Nice to have

Preferred Qualifications

  • Experience in healthcare, pharmaceutical development, MedTech, clinical development, or clinical operations.
  • Experience applying RWD methods to clinical-trial design, including target-trial emulation, propensity methods, survival analysis, or time-to-event analysis.
  • Experience delivering analytical products or applications used by clinical or business teams.

Advanced Analytics, Coaching, Critical Thinking, Data Analysis, Data Privacy Standards, Data Quality, Data Reporting, Data Savvy, Data Science, Data Visualization, Digital Fluency, Econometric Models, Organizing, Process Improvements, Strategic Thinking, Technical Credibility, Workflow Analysis

Pay & benefits

What you'll get

€61,800.00 - €106,260.00

In addition to base pay, we offer the following benefits*: an annual bonus with set target (% of pay) depending on pay grade / location, where the actual amount is based on the employees' and companies' performance of the previous calendar year, or sales commissions. Moreover, we offer vacation days, parental leave for a minimum of 12 weeks, bereavement leave, caregiver leave, volunteer leave, well-being reimbursement, programs for financial, physical and mental health. We also offer service anniversary and recognition awards, and subject to the terms of their respective plans, employees - and in some location's eligible dependents - can participate in several insurance plans. For more information, visit Employee benefits | Supporting well-being & career growth | Johnson & Johnson Careers.

*This is for informative purposes only. Amounts and actual benefits may vary by location and are subject to change.

The role

Job Function: Data Analytics & Computational Sciences

Data Science

Scientific/Technology

J&J Innovative Medicine - Data, Data Science, and AI - Global Development (DDSAI GD) is seeking a Principal Data Scientist to lead end-to-end delivery of integrated analytical solutions for defined clinical-development and trial-operations business problems. This role owns solution definition, delivery, adoption, and use-case outcomes across connected stakeholder groups using ML, GenAI, optimization, and RWD.

What you'll do

Key Responsibilities

  • Own the end-to-end definition, development, validation, deployment, and adoption of integrated data-science solutions for defined business problems.
  • Lead predictive modeling, simulations, optimization, and GenAI applications for study feasibility, enrollment forecasting, country and site selection, protocol design, and operational planning.
  • Apply clinical, operational, cost, and RWD-including EHR, claims, registries, and clinical-trial data-to generate evidence on patient populations, treatment pathways, feasibility, and operational risks.
  • Lead RWD analytics that inform protocol feasibility, eligibility criteria, recruitment and retention, study design, comparative evidence, and external-control use cases.
  • Develop LLM-enabled workflows for information extraction, protocol comparison, data harmonization, clinical-concept interpretation, and targeted workflow automation.
  • Partner with clinical, operational, technology, and data stakeholders to frame questions, manage trade-offs, and translate outputs into adopted recommendations and measurable use-case outcomes.
  • Apply model-validation, MLOps, documentation, privacy, data-quality, and responsible-AI standards; contribute reusable code, data assets, and technical patterns.
  • Communicate methods, model outputs, assumptions, limitations, and decisions clearly to technical and nontechnical audiences.
  • Mentor junior colleagues and strengthen delivery practices across project teams.

Hiring process

2 steps3 interviews
  1. Apply

  2. Digital interview

    Video call · 30–60 min

    Either pre-recorded answers to sent questions (about 10 minutes, you can re-record twice) or a live video interview of 30 minutes to an hour.

  3. Interviews with the team

    With hiring manager, sometimes other team members · 1–2 sessions

    Questions about your academic and work experience, with time for your own questions.

  4. Offer

  • Reviewing applications for popular roles can take several weeks.
  • Interviewers are trained in fair hiring and ask behavioural, competency-based questions.

About Johnson & Johnson

Johnson & Johnson is a multinational pharmaceutical, medical device, and consumer health conglomerate headquartered in New Brunswick, New Jersey, USA. With over 130,000 employees worldwide, it operates through three main segments: Innovative Medicine (pharmaceuticals), MedTech (medical devices), and previously Consumer Health (now separated as Kenvue). The company is a global leader in healthcare, developing treatments and technologies across a wide range of therapeutic areas.

In Spain, Johnson & Johnson has a significant presence with offices in Madrid and Barcelona, employing thousands of professionals in commercial, clinical, and research roles. The company is known for its strong corporate culture, commitment to employee development, and focus on innovation. For international professionals, J&J offers a diverse and inclusive work environment, competitive benefits, and opportunities to work on globally impactful healthcare projects, making it an attractive employer for those looking to build a career in Spain.

Industry
Pharma
Founded
1886
Employees
100,000+
Headquarters
New Brunswick, USA
In Spain
Madrid, Barcelona

Good to know if you are moving

  • Johnson & Johnson is a global leader in healthcare, offering a wide range of career opportunities in pharmaceuticals, medical devices, and research.
  • The company has a strong presence in Spain with offices in Madrid and Barcelona, providing a solid base for international professionals.
  • J&J is known for its strong corporate culture, emphasizing diversity, equity, and inclusion, which supports international hires.
  • Employees often have access to global career mobility programs, allowing for potential transfers across countries.
  • The company offers competitive compensation and benefits packages, including health insurance and professional development programs.

In their own words

About the company & team

Our expertise in Innovative Medicine is informed and inspired by patients, whose insights fuel our science-based advancements. Visionaries like you work on teams that save lives by developing the medicines of tomorrow.

Join us in developing treatments, finding cures, and pioneering the path from lab to life while championing patients every step of the way.

Learn more at https://www.jnj.com/innovative-medicine

Additional information

Madrid, Spain

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