Machine Learning / Artificial Intelligence (AI) Intern

Loram Maintenance of Way, Inc. is seeking a Machine Learning / Artificial Intelligence Intern to support research, development, and implementation of image processing and data analysis technologies for the railroad industry. The intern will develop and deploy AI and computer vision solutions, support testing and technical projects, manage data, and collaborate on automating railway maintenance equipment and inspection systems.

What you'll do:

• Develop and implement ML and CV algorithms for a variety of problems including classification, identification, and robotics
• Assist with planning and execution of software testing activities, as well as complex and challenging technical projects
• Participate in requirements gathering and evaluation methods for AI technologies and benchmark vendor technologies
• Aid in the design, build, and implementation of AI solutions for our proof of concepts and experiments
• Knowledge and hands-on expertise in deep neural network topologies such as convolutional nets, recurrent nets, RBMs, causal reasoning, probabilistic programming
• Evaluate positive and negative aspects of competing technologies from the perspective of both the solution provider and the customer
• Capabilities to manage large amounts of data including developing effective coding / scripting routines for automation of data management
• Passion for driving innovation in railroad environment that prioritizes safety, up-time, and daily production
• Collaborate with team members to automate railway maintenance equipment
• Deploying AI software to existing inspection systems operating in real-time environments
• Integrate cutting edge models into training and annotation pipeline

What they're looking for:

• Knowledge and hands-on expertise in deep neural network topologies such as convolutional nets, recurrent nets, RBMs, causal reasoning, probabilistic programming
• Capabilities to manage large amounts of data including developing effective coding / scripting routines for automation of data management
• The individual must be pursuing a BS or higher degree in Engineering, or related field and shall have achieved junior status or higher
• The individual shall also have completed the “core” coursework for his/her chosen discipline
• Solid computer skills consistent with the position requirements to include Microsoft Windows Office Suite, Python, PyTorch, OpenCV, Pandas; Linux, Docker, SQL
• Ability to correctly make decisions involving issues/problems including when to escalate the problem to a more senior consultant
• While performing the duties of this job, the employee is frequently required to sit or kneel; use hands to finger, handle, or feel objects, tools, or controls; reach with hands and arms; and talk or hear
• The employee must occasionally lift and/or move up to 25 pounds
• Specific vision abilities required by this job include close vision, color vision, and the ability to adjust focus
• While performing the duties of this job, the employee may frequently work near moving mechanical parts, in outside weather conditions and is frequently exposed to vibration
• The employee is occasionally exposed to fumes or airborne particles and risk of electrical shock
• The noise level in the work environment is usually moderate

Benefits:

• Company-sponsored medical insurance
• Company-sponsored dental insurance
• Company-sponsored vision insurance
• Health Savings Account (HSA) options
• Flexible Spending Account (FSA) options
• Wellness programs
• Basic life and AD&D insurance
• Voluntary life insurance
• Company-paid short-term and long-term disability coverage
• 401(k) retirement plan including an employer match of 150% up to the first 6% you contribute to the Plan