geneplanet
geneplanet1mo ago
New

Clinical Bioinformatics Scientist - NIPT & cfDNA (with clinical WGS and IVDR documentation)

SloveniaSlovenia·LjubljanaEmployeemid
Bioinformatics ScientistData & AI
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Quick Summary

Requirements Summary

normalization, calibration, robust estimators, z-scores, ROC/performance evaluation and rare-event detection.

Technical Tools
Bioinformatics ScientistData & AI

We are developing clinical-grade genomic solutions based on cfDNA and NGS data. We are looking for a Clinical Bioinformatics Scientist to build, validate and maintain robust algorithms for NIPT, with additional involvement in germline/clinical WGS. The role combines quantitative method development, analytical validation and regulatory documentation to ensure reliable, traceable and clinically defensible results.

  • Develop and optimise cfDNA/NIPT algorithms for fetal signal detection, including aneuploidy (T13/18/21), sex-chromosome abnormalities, sub-chromosomal CNVs/microdeletions and fetal fraction estimation.
  • Build and maintain normalization and calibration approaches (panel-of-normals, coverage references, GC correction, z-scoring, batch/drift correction) and understand their validation impact.
  • Define QC metrics, thresholds and acceptance criteria using data-driven sensitivity/specificity evaluation.
  • Investigate analytical artifacts, pipeline failures and performance drift; perform root-cause analysis and implement corrective actions.
  • Support clinical WGS workflows including QC, SNV/indel/CNV/SV detection, annotation and prioritisation.
  • Ensure reproducible, version-controlled and traceable analyses suitable for clinical and regulatory environments.
  • Prepare analytical validation reports, technical documentation and method-change justifications for audits.
  • Transfer new methods into validated production environments and collaborate with molecular biology, clinical, software, QA and regulatory teams.

Requirements

~1 min read
  • MSc or PhD in bioinformatics, computational biology, statistics, mathematics, computer science, genetics or related field.
  • Proven experience debugging and stabilising quantitative genomic pipelines (batch effects, bias correction, calibration, QC).
  • Strong applied statistics: normalization, calibration, robust estimators, z-scores, ROC/performance evaluation and rare-event detection.
  • Strong Python skills (numpy/pandas/scipy/statsmodels or equivalent); R knowledge is a plus.
  • Hands-on NGS experience with genomic data formats (FASTQ/BAM/CRAM, VCF, coverage data, HDF5) and large-scale datasets.
  • Experience with reproducible Linux workflows, git, testing and structured documentation.
  • Ability to translate complex analyses into clear scientific and regulatory documentation.
  • Excellent scientific English and ability to work independently in interdisciplinary teams.

Nice to Have

~1 min read
  • Direct cfDNA/NIPT/prenatal genetics experience, including fetal fraction and aneuploidy/CNV detection.
  • Experience with cfDNA fragmentomics and bias-correction methods.
  • Experience in regulated IVD/clinical environments and knowledge of IVDR, ISO 13485, IEC 62304 or ISO 14971.
  • End-to-end clinical WGS pipeline experience.
  • Nextflow/Snakemake, Docker/containers, CI/CD.
  • HPC/cloud computing or parallel processing.
  • Statistical modelling or ML approaches with proven clinical performance benefits.
  • Experience with genomic data governance and sensitive clinical data.

What We Offer

~1 min read
Work on clinically impactful genomic technologies with direct patient relevance.
Opportunity to shape algorithms, validation strategies and production pipelines.
Collaboration with multidisciplinary experts in genomics, medicine, software and regulatory affairs.
Professional growth in a highly specialised bioinformatics environment.

Location & Eligibility

Where is the job
Ljubljana, Slovenia
On-site at the office
Who can apply
SI

Listing Details

Posted
July 28, 2026
First seen
September 15, 2026
Last seen
September 20, 2026

Posting Health

Days active
0
Repost count
0
Trust Level
14%
Scored at
September 15, 2026

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geneplanetClinical Bioinformatics Scientist - NIPT & cfDNA (with clinical WGS and IVDR documentation)