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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

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

  • Examine and analyze blood stain patterns at crime scenes.

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

  • Measure and sketch crime scenes to document evidence.

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

  • Review forensic analysts' reports for technical merit.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Operate and maintain laboratory equipment and apparatus.

  • 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.

Technologies & Software

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

Alternative Job Titles