Liquid handling robots from Hamilton and Tecan now run PCR setup, serial dilution, and plate reformatting without human pipetting. Biological technicians who operate, calibrate, and troubleshoot these platforms — and who handle the live cell culture and organism work that robots cannot — are more durable than those doing the pipetting the robots replaced. Here is what the research says about the biological technician profession in 2026, and what you can do about it.
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Liquid handling robots from Hamilton and Tecan now run PCR setup, serial dilution, and plate reformatting without human pipetting. Biological technicians who operate, calibrate, and troubleshoot these platforms — and who handle the live cell culture and organism work that robots cannot — are more durable than those doing the pipetting the robots replaced.
Task Automation Risk
41%
of current biological technician tasks are automatable with existing AI tools
Biological technicians assist scientists by conducting laboratory experiments, maintaining biological samples and organisms, operating scientific equipment, and documenting data. They work at pharmaceutical and biotech companies, university research labs, government agencies (USDA, EPA, CDC), and environmental testing laboratories. Lab automation has been expanding in this field for years. Hamilton and Tecan liquid handling robots perform high-throughput PCR setup, ELISA plating, serial dilution, and compound screening tasks that previously required technicians pipetting for hours. Oxford Nanopore and Illumina have made DNA sequencing largely push-button at the sample processing end — library preparation protocols have been simplified to the point where automation handles them at high-throughput facilities. Automated cell counters (Beckman Coulter) count and size cells that previously required hemocytometer counting. LIMS (Laboratory Information Management Systems) like LabVantage and Benchling automatically capture instrument data and track sample provenance. What robots and software do not handle: cell culture maintenance of primary cells and organoids, where the technician reads morphology, makes judgments about passage timing, and responds to contamination or growth anomalies in real time. Animal husbandry in research facilities — feeding, health monitoring, and handling of live study animals. Complex tissue dissection and histological preparation. Field collection of biological samples — trapping, netting, dissection under field conditions, and species-specific handling. Calibrating and troubleshooting the automated platforms themselves when they malfunction. The technician who can maintain both the biological work and operate the automated platforms is more valuable than one who only does bench pipetting. BLS projects 5% growth for biological technicians through 2032.
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Electronic lab notebook and molecular biology research platform — standard at biotech and pharmaceutical companies for experiment tracking, sample management, and protocol documentation
Try it ↗Hamilton STAR and VANTAGE liquid handling platforms are the most widely deployed in pharmaceutical labs — technicians who can program, run, and troubleshoot Hamilton methods are in higher demand than those who only pipette manually
Try it ↗Industry-standard flow cytometry data analysis software — proficiency in FlowJo gating and panel analysis is expected at immunology, cell biology, and oncology labs using flow cytometers
Try it ↗American Association for Laboratory Animal Science certification (ALAT, LAT, LATG) — the standard credential for animal research technicians at academic medical centres and pharmaceutical companies
Try it ↗Research protocol troubleshooting, study for AALAS and ASCP certification content, understand cell culture contaminant identification, and review equipment calibration procedures
Try it ↗Molecular biology, cell culture, and biotechnology laboratory courses — supports skill development for advancement into research associate and scientist positions
Try it ↗Extinction Timeline
Liquid handling automation and automated cell counting are already standard at commercial biotech and pharmaceutical labs. Academic and government labs are automating more slowly. The cell culture, animal, and field work components are unchanged.
By 2028, robotic cell culture systems (Beckman Coulter Biomek, Formulatrix) will be standard at larger biotech facilities for routine passage and feeding schedules. Technicians who can manage these systems, troubleshoot failures, and handle the live biological work that automation cannot will be more valuable.
By 2031, routine benchtop pipetting tasks are largely automated at commercial facilities. Biological technicians concentrate on live cell and organism care, complex sample preparation, field collection, and platform operation. Government and academic lab adoption of full automation is slower, sustaining those roles.
Liquid handling robots have already replaced much routine pipetting at commercial labs. But biological technicians do more than pipetting: cell culture maintenance, live animal care, field sample collection, and instrument operation involve living systems and physical environments that robots handle poorly. The technician who also knows how to run and troubleshoot automated platforms is more durable than one doing only manual bench work.
Live cell culture competency — maintaining primary cells, stem cells, and organoids requires tactile and visual judgment that automation cannot replace. Animal handling and husbandry — IACUC-certified animal care technicians have distinct, regulated skills. Flow cytometry operation — panel design, instrument QC, and gating are skilled work. Automated liquid handler operation and troubleshooting: technicians who can run Hamilton or Tecan workflows and fix them when they fail are in higher demand than those who only pipette manually.
AALAS (American Association for Laboratory Animal Science) certification (ALAT, LAT, LATG) is the standard credential for animal research technicians and opens laboratory animal care roles at research institutions. ASM (American Society for Microbiology) offers resources for microbiology technicians. ASCP (American Society for Clinical Pathology) certifications are relevant for technicians in clinical laboratory settings.
Yes, modestly. BLS projects 5% growth through 2032. Biotech and pharmaceutical growth in cell therapy, gene editing (CRISPR), and RNA therapeutics is driving demand for technicians with advanced cell culture and molecular biology skills. Government and environmental testing labs also provide stable employment. Entry-level positions at academic labs remain competitive.
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