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Automation Risk Analysis

Will “Trace Evidence Technician (Trace Evidence Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #49 of 702. Estimated risk: 1.0%

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AI Exposure Risk

53%

“Trace Evidence Technician (Trace Evidence Tech)” 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%

“Trace Evidence Technician (Trace Evidence Tech)” 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 data from computers or other digital media sources for evidence related to criminal activity.

  • 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.

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

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

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

  • 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.

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

  • Operate and maintain laboratory equipment and apparatus.

  • 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.

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

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

  • Examine and analyze blood stain patterns at crime scenes.

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

  • 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.

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

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

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

  • Measure and sketch crime scenes to document evidence.

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

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

Technologies & Software

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

Alternative Job Titles