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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

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

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

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

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

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

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

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

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

  • Review forensic analysts' reports for technical merit.

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

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

  • Examine and analyze blood stain patterns at crime scenes.

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

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

  • 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.

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

  • 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.

  • Operate and maintain laboratory equipment and apparatus.

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

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

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

  • Measure and sketch crime scenes to document evidence.

Technologies & Software

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

Alternative Job Titles