Data Scientist / Data Engineer at Nucs AI | Bavaria, DE | Rezi

Data Scientist / Data Engineer at Nucs AI

Data Scientist / Data Engineer

Nucs AI · Bavaria, DE

3 weeks ago

Data Scientist / Data Engineer

Nucs AI · Bavaria, DE

22 days ago
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About the Role

Nucs AI is revolutionizing cancer care with AI and medical imaging technology. We are building AI-powered tools at the convergence of medical imaging, radioligand therapy, and artificial intelligence to enhance diagnostic precision and expand access to expert-level cancer care, improving patient outcomes worldwide.

Responsibilities

  • Build auditable data pipelines for large clinical, diagnostic, and medical imaging datasets in the cloud.
  • Own statistical analysis across clinical studies, diagnostic performance, model evaluation, and data quality.
  • Apply classical machine learning and deep learning methods to data analysis problems.
  • Use LLM-based methods to extract structured data from clinical documents and reports.
  • Build dashboards and data observability tooling.
  • Investigate and document missing, inconsistent, invalid, and implausible data.
  • Maintain strong data lineage, provenance, traceability, and reproducibility across data workflows.
  • Produce analyses and supporting evidence that hold up in regulatory submissions and audits.

Requirements

  • 3+ years of relevant full-time experience in data science, data engineering, medical AI, medical imaging, or a closely related field.
  • Strong statistical depth applied to messy clinical or diagnostic data.
  • A track record of building and maintaining data pipelines at scale.
  • Comfort working with medical imaging formats including DICOM and NIfTI.
  • Practical experience with classical machine learning and explainable ML.
  • Working fluency with deep learning and modern LLM tooling.
  • Experience with cloud data infrastructure (GCP or equivalent).
  • A strong working understanding of data lineage, provenance, traceability, and reproducibility.
  • Unusual attention to detail around data completeness, validity, consistency, and edge cases.
  • Flexibility at adapting to new technologies.
  • Awareness of good software practices.
  • Experience with imaging-based clinical trials, preferably in nuclear medicine.
  • Experience supporting FDA-cleared medical devices or EU MDR compliance.
  • Experience producing statistical analyses or technical evidence used in a regulatory submission.
  • Experience with DICOM de-identification and anonymization workflows.
  • Experience with model interpretability techniques such as SHAP.

Skills

  • Data Science
  • Data Engineering
  • Medical AI
  • Medical Imaging
  • Statistical Analysis
  • Machine Learning
  • Deep Learning
  • LLM
  • Cloud Data Infrastructure
  • GCP
  • DICOM
  • NIfTI
  • Data Lineage
  • Data Provenance
  • Traceability
  • Reproducibility
  • Software Practices
  • SHAP

Location

  • Remote

Work Type

  • Remote-first
  • Flexible working

Experience Level

  • 3+ years of relevant full-time experience

Benefits

  • Meaningful equity
  • Competitive equity package

About the Company

  • Nucs AI is revolutionizing cancer care through cutting-edge AI and medical imaging technology.
  • Founded in 2024 by a multidisciplinary team of oncologists, AI researchers, and healthcare innovators.
  • Tackling the growing demand for accurate, timely cancer diagnostics in the face of rising scan volumes and limited radiologist capacity.
  • Building AI-powered tools at the convergence of medical imaging, radioligand therapy, and artificial intelligence.
  • Starting with prostate cancer and expanding across oncology.
  • Partnering with world-leading medical institutions and pharmaceutical companies across the US, Europe, and Australia.
  • Venture-backed, early-stage.
  • Building a team that blends deep clinical expertise with engineering intensity.
  • Mission to enhance diagnostic precision and expand access to expert-level cancer care, improving patient outcomes worldwide.
  • Work alongside leading oncologists, nuclear medicine physicians, and AI researchers globally.
  • Radioligand therapy and AI-driven oncology are multi-billion dollar growth markets.

Equal Opportunity

  • Nucs AI is an equal opportunity employer.
  • We celebrate diversity and are committed to creating an inclusive environment for all team members.
  • All qualified applicants will receive consideration without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.