geneplanet1mo ago
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Clinical Bioinformatics Scientist - NIPT & cfDNA (with clinical WGS and IVDR documentation)
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 22, 2026
- Last seen
- September 26, 2026
Posting Health
- Days active
- 3
- Repost count
- 0
- Trust Level
- 20%
- Scored at
- September 26, 2026
Signal breakdown
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