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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

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

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

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

  • Measure and sketch crime scenes to document evidence.

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

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

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

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

  • 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.

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

  • Examine and analyze blood stain patterns at crime scenes.

  • Review forensic analysts' reports for technical merit.

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

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

  • Operate and maintain laboratory equipment and apparatus.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles