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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

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

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

  • Operate and maintain laboratory equipment and apparatus.

  • Review forensic analysts' reports for technical merit.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Measure and sketch crime scenes to document evidence.

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

  • Examine and analyze blood stain patterns at crime scenes.

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

Technologies & Software

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

Alternative Job Titles