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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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Measure and sketch crime scenes to document evidence.

  • 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.

  • Operate and maintain laboratory equipment and apparatus.

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

  • Examine and analyze blood stain patterns at crime scenes.

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

  • Review forensic analysts' reports for technical merit.

Technologies & Software

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

Alternative Job Titles