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Automation Risk Analysis

Will “Forensic Toxicologist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #49 of 702. Estimated risk: 1.0%

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AI Exposure Risk

53%

“Forensic Toxicologist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

44%

“Forensic Toxicologist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 44% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Forensic Science Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Collect, identify, classify, and analyze physical evidence related to criminal investigations. Perform tests on weapons or substances, such as fiber, hair, and tissue to determine significance to investigation. May testify as expert witnesses on evidence or crime laboratory techniques. May serve as specialists in area of expertise, such as ballistics, fingerprinting, handwriting, or biochemistry.

Avg. Annual Salary $75,260
Avg. Hourly Wage $36.18
Available Jobs (US) 19,450
Job Title & Hierarchy Code (SOC) Forensic Science Technicians #19-4092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Forensic Science Technicians”

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Core Skills & Abilities

  • Analyze gunshot residue and bullet paths to determine how shootings occurred.

  • Analyze data from computers or other digital media sources for evidence related to criminal activity.

  • Examine firearms to determine mechanical condition and legal status, performing restoration work on damaged firearms to obtain information, such as serial numbers.

  • Use chemicals or other substances to examine latent fingerprint evidence and compare developed prints to those of known persons in databases.

  • Confer with ballistics, fingerprinting, handwriting, documents, electronics, medical, chemical, or metallurgical experts concerning evidence and its interpretation.

  • Prepare solutions, reagents, or sample formulations needed for laboratory work.

  • Collect evidence from crime scenes, storing it in conditions that preserve its integrity.

  • Compare objects, such as tools, with impression marks to determine whether a specific object is responsible for a specific mark.

  • Collect impressions of dust from surfaces to obtain and identify fingerprints.

  • Reconstruct crime scenes to determine relationships among pieces of evidence.

  • Examine footwear, tire tracks, or other types of impressions.

  • Testify in court about investigative or analytical methods or findings.

  • Measure and sketch crime scenes to document evidence.

  • Train new technicians or other personnel on forensic science techniques.

  • Use photographic or video equipment to document evidence or crime scenes.

  • Examine physical evidence, such as hair, biological fluids, fiber, wood, or soil residues to obtain information about its source and composition.

  • Operate and maintain laboratory equipment and apparatus.

  • Determine types of bullets and specific weapons used in shootings.

  • Visit morgues, examine scenes of crimes, or contact other sources to obtain evidence or information to be used in investigations.

  • Review forensic analysts' reports for technical merit.

  • Identify and quantify drugs or poisons found in biological fluids or tissues, in foods, or at crime scenes.

  • Interpret laboratory findings or test results to identify and classify substances, materials, or other evidence collected at crime scenes.

  • Keep records and prepare reports detailing findings, investigative methods, and laboratory techniques.

  • Examine and analyze blood stain patterns at crime scenes.

Technologies & Software

  • Automated Biometric Identification System ABIS
  • Consensus
  • Gemini for Workspace
  • Microsoft Word
  • DesignWare 3D EyeWitness
  • Graphics software
  • DataWorks Plus Digital CrimeScene
  • Web browser software
  • ChatGPT (OpenAI)
  • Qwen (Alibaba)
  • Image enhancement software
  • Combined DNA Index System CODIS
  • Word processing software
  • Midwest Information Systems PAX-it
  • Eos Systems PhotoModeler
  • Integrated Automated Fingerprint Identification System IAFIS
  • Grok (xAI)
  • Microsoft Office software
  • The CAD Zone The Crime Zone
  • Llama (Meta)
  • Nova (Amazon)
  • Kimi (Moonshot AI)
  • IBM Notes
  • Mideo Systems EZDoc Plus
  • National Crime Information Center (NCIC) database
  • Perplexity AI
  • Trancite Logic Systems ScenePD
  • Computer aided design and drafting CADD software
  • Corel WordPerfect Office Suite
  • Guidance Software EnCase Enterprise
  • National Integrated Ballistics Information Network NIBIN
  • DM2 Bills of Lading
  • Microsoft Excel
  • Microsoft Access
  • Gemini (Google)
  • Microsoft Visio
  • DeepSeek
  • Elicit
  • Claude (Anthropic)
  • Mistral AI (chat/models)
  • Microsoft Outlook
  • Laboratory information management system LIMS
  • Adobe Photoshop
  • Semantic Scholar AI
  • Scite AI
  • Linux
  • Mistral (Mistral AI)
  • Microsoft PowerPoint
  • NotebookLM (Google)
  • SmartDraw Legal
  • Visual Statement Vista FX3 CSI
  • Hand held magnifiers
  • Steam sterilizers
  • Digital video cameras
  • Biohazard suits
  • Fingerprint brushes
  • Protective masks
  • Sexual assault evidence collection kits
  • Laptop computers
  • Stainless steel spatulas
  • Glass specimen jars
  • Shovels
  • Crime scene evidence flags
  • Colored camera filters
  • Ultraviolet UV lights
  • Police vans
  • Infrared light sources
  • Photographic scales
  • Protective latex gloves
  • Breathalyzers
  • Portable lasers
  • Handheld evidence collection computers
  • Distance measuring wheels
  • Cyanoacrylate fuming chambers
  • Gunshot residue kits
  • Personal computers
  • Electronic measuring devices
  • Evidence collection containers
  • UV forensic goggles
  • Safety glasses
  • Insect collection containers
  • Drug testing kits
  • Insect swoop nets
  • Spades
  • 35 millimeter cameras
  • Deoxyribonucleic acid DNA collection kits
  • Electrostatic dust print lifters
  • Optical compound microscopes
  • Plastic evidence tweezers
  • Mobile data computers
  • Navigational compasses
  • Impression casting kits
  • Plastic specimen jars
  • Self-contained breathing apparatus
  • Postmortem print spoons
  • Gel lifters
  • Thermocyclers
  • Electronic precision balances
  • Rounded scalpels
  • Laser trajectory kits
  • Fuming hot plates
  • Digital cameras
  • Ultraviolet UV camera lens filters
  • Portable generators
  • Fingerprint recognition systems
  • Benchtop mixers
  • Steel measuring tape
  • Microscope slides
  • Reciprocating saws
  • Photo markers
  • Long-wave ultraviolet UV lamps
  • Portable two way radios
  • Large format cameras
  • Stainless steel scissors
  • Medical hemostats
  • Glassware washers
  • Fingerprint evidence kits
  • Protractors
  • Sifting screens
  • Handheld digital thermometers
  • Utility knives
  • Spectrophotometers
  • Stainless steel tweezers
  • Metal detectors
  • Desktop computers
  • Evidence scissors
  • Body fluid collection kits
  • Footwear protectors
  • Crime scene tape measures
  • Blood collection kits
  • Laboratory benchtop centrifuges
  • Inspection mirrors
  • Pointed scalpels

Alternative Job Titles