Postdoctoral Fellow: AI/ML for Forensic Toolmarks

The Chronicle Of Higher Education, Inc.; Gaithersburg (MD); On-site; USD 85,447 - 89,000; Full time

Job summary

The Chronicle Of Higher Education, Inc. is looking for a Research Associate at Johns Hopkins University. The role focuses on advancing AI and machine learning techniques in forensic firearm and toolmark analysis. Key responsibilities include developing research programs, leading the design of computational pipelines, collaborating with forensic experts, and publishing findings. Candidates should hold a Ph.D. or master's in a related field, have research experience in AI/ML, and be proficient in Python or MATLAB. The salary is between $85,447 and $89,000.

Qualifications

• Ph.D. or master’s degree in computer science, physics, engineering, statistics, forensic science, or closely related field.
• Research experience in the development and application of AI/ML for image analysis.
• Proficiency with Python or MATLAB.
• Evidence of independent research experience and a strong enthusiasm for learning new techniques.
• Strong oral and written communication skills.

Responsibilities

• Develop a research program on AI/ML in forensic firearm and toolmark analysis.
• Lead the development of a computational pipeline for toolmark image segmentation.
• Investigate application of AI/ML for challenges in forensic toolmark analysis.
• Benchmark AI/ML results against procedural algorithms.
• Investigate approaches for quantifying uncertainty of AI/ML outputs.
• Collaborate with the forensic community to translate findings into standards.
• Publish findings in peer-reviewed journals and present results.

Skills

AI/ML development

Image analysis

Python

MATLAB

Independent research

Strong communication skills

Education

Ph.D. or master's degree in computer science, physics, engineering, statistics, forensic science, or related field

Job description

The Chronicle Of Higher Education, Inc. is looking for a Research Associate at Johns Hopkins University. The role focuses on advancing AI and machine learning techniques in forensic firearm and toolmark analysis. Key responsibilities include developing research programs, leading the design of computational pipelines, collaborating with forensic experts, and publishing findings. Candidates should hold a Ph.D. or master's in a related field, have research experience in AI/ML, and be proficient in Python or MATLAB. The salary is between $85,447 and $89,000.