Job Title:
Machine Learning / Artificial Intelligence InternFLSA Status: Non ExemptDepartment: R&D EngineeringReports to: Lead Engineer, Data Science AI/MLGENERAL DESCRIPTION / PURPOSE:The Machine Learning / Artificial Intelligence Intern will assist in planning, researching, developing, and implementing new technologies for image processing and data analysis in the railroad industry. Duties will include all facets of product life cycle for prototype and production systems. Candidate will be required to work with internal and external stakeholders.
ESSENTIAL DUTIES AND RESPONSIBILITIES:
Functional & Technical SkillsDevelop and implement ML and CV algorithms for a variety of problems including classification, identification, and roboticsAssist with planning and execution of software testing activities, as well as complex and challenging technical projectsParticipate in requirements gathering and evaluation methods for AI technologies and benchmark vendor technologiesAid in the design, build, and implementation of AI solutions for our proof of concepts and experimentsKnowledge and hands-on expertise in deep neural network topologies such as convolutional nets, recurrent nets, RBMs, causal reasoning, probabilistic programmingEvaluate positive and negative aspects of competing technologies from the perspective of both the solution provider and the customerCapabilities to manage large amounts of data including developing effective coding / scripting routines for automation of data managementPassion for driving innovation in railroad environment that prioritizes safety, up-time, and daily productionCollaborate with team members to automate railway maintenance equipmentDeploying AI software to existing inspection systems operating in real-time environmentsIntegrate cutting edge models into training and annotation pipeline
