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Automation Risk Analysis

Will “Forensic Document Examiner (FDE)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #49 of 702. Estimated risk: 1.0%

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AI Exposure Risk

53%

“Forensic Document Examiner (FDE)” 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 Document Examiner (FDE)” 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

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

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

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

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

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

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

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

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

  • Examine and analyze blood stain patterns at crime scenes.

  • Review forensic analysts' reports for technical merit.

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

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

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

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

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

  • Measure and sketch crime scenes to document evidence.

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

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

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

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

  • Operate and maintain laboratory equipment and apparatus.

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

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

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

Technologies & Software

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

Alternative Job Titles