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Automation Risk Analysis

Will “Ballistics Technician (Ballistics Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #49 of 702. Estimated risk: 1.0%

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AI Exposure Risk

53%

“Ballistics Technician (Ballistics 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%

“Ballistics Technician (Ballistics 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.

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

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

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

  • Operate and maintain laboratory equipment and apparatus.

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

  • Review forensic analysts' reports for technical merit.

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

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

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

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

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

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

  • Measure and sketch crime scenes to document evidence.

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

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

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

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

  • 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.

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

  • Examine and analyze blood stain patterns at crime scenes.

Technologies & Software

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

Alternative Job Titles