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Bioinformatics: Genomics & Multi‑omics
Genomics & NGS Data Scientists
WGS/WES, targeted panels, variant calling, GWAS, pipeline development
Multi‑omics Integration Specialists
Cross‑omics modeling (genomics–proteomics–metabolomics–clinical), network analysis
Metabolomics & Lipidomics Scientists
Untargeted/targeted metabolomics, lipidomics, biomarker discovery
Transcriptomics & Gene Expression Analysts
Bulk RNA‑seq, single‑cell, spatial transcriptomics
Systems Biology & Network Modeling Specialists
Pathway modeling, GRNs, dynamical systems, in silico perturbation
Structural Biology, Chemistry & Molecular Modeling
Formulation Scientists
Formula design, stability, performance testing, claims support
Molecular & Structural Modelers
Docking, MD simulations, structure‑based design, protein–ligand modeling
Computational Chemistry & Cheminformatics Specialists
QSAR/QSPR, virtual screening, library design, descriptor modeling
Clinical, Real‑World Data & Imaging
Clinical Data Managers
EDC, SDTM/ADaM, data cleaning, query management, standards
Medical Imaging & Radiomics Engineers
CT, MRI, PET, radiomics feature extraction, imaging pipelines
Veterinary & Animal Health Data Specialists
Clinical & genomic data in animal health, trials for animal therapeutics
Epidemiologists
Infectious & chronic disease modeling, population health, surveillance
Digital Pathology & Computer Vision Specialists
WSI, cell classification, tissue segmentation, image‑based biomarkers
Real‑World Data / Outcomes Researchers (RWD / HEOR)
Claims, registries, EMR, cost‑effectiveness & outcomes analytics
Clinical Informatics Specialists
EHR/FHIR, clinical workflows, interoperability, CDS
Lab Automation, LIMS & Data Foundations
Lab Automation & Robotics Engineers
Liquid handlers, scheduling, instrument integration, workflow orchestration
Data Curators, Ontology Specialists & Scientific Librarians
Curation, metadata standards, ontologies, controlled vocabularies
LIMS / ELN Architects & Administrators
LIMS/ELN design, configuration, integrations with instruments and data lakes
Scientific Data Stewards & FAIR Data Leads
FAIR principles, governance, lineage, access policies for R&D and clinical data
AI, Machine Learning & Advanced Analytics
Machine Learning Engineers – Life Sciences
Model training, feature engineering, pipelines across omics/clinical/operational data
GenAI / LLM Engineers for Scientific & Clinical Text
LLMs for literature, protocols, EHR, regulatory docs, knowledge assistants
Data Scientists
Experimental design, predictive/causal modeling, A/B testing, optimization
Data Analysts
Dashboards, reporting, KPI tracking for science, operations & business
AI / ML Researchers – Drug Discovery & Diagnostics
Predictive models for targets, compounds, response, risk scores, diagnostics
Computer Vision Engineers – Medical & Scientific Imaging
Deep learning on radiology, pathology, microscopy, phenotyping images
Geospatial Data Scientists
Spatial analytics for epidemiology, AgTech, logistics, field trials
Software, Cloud, DevOps & Platform Engineering
Solution & Transformation Architects (R&D, Clinical & Commercial)
End‑to‑end architecture for lab, clinical and commercial tech stacks
DevOps & MLOps Engineers
CI/CD, containerization, infrastructure as code, model deployment & monitoring
Data Platform & Integration Engineers
ETL/ELT, pipelines, integration of instruments, LIMS, EHR, SaaS tools
Full‑stack & Backend Engineers for Scientific Platforms
Web apps, APIs, portals for scientists, clinicians and partners
HPC & Parallel Computing Engineers
Clusters, schedulers, optimization of pipelines and simulations
Product, UX & Digital Experience
Scientific Product Managers
Roadmaps for bioinformatics platforms, clinical apps, data products
UX/UI Designers for Scientific & Clinical Applications
Workflows for bench scientists, clinicians, operations teams
Digital Marketing Technologists
MarTech stacks, tracking, analytics, growth experiments in health & science
Personalization & Recommendation Engineers
AI‑driven personalization for patient, HCP or consumer experiences
Regulatory, Quality, Security & Compliance
Regulatory & Quality Managers
GxP, QMS, audits, validation, SOPs for regulated environments
Compliance & Security Officers
Information security, data privacy, governance, risk & compliance
Blockchain, IoT & Edge for Life Sciences
Drone & Remote Sensing Specialists
Field phenotyping, crop monitoring, environmental & logistics data capture
IoT Systems & Edge Device Engineers
Connected instruments, sensors, wearables, edge processing
Blockchain Platform Developers
Smart contracts, distributed ledgers, integrations with existing systems
Blockchain & Supply Chain Consultants
Traceability, serialization, cold chain, data integrity across partners
