Machine Learning / Artificial Intelligence (AI) Intern

Loram Maintenance of Way, Inc.; Hamel (MN); On-site; USD 49,000 - 55,000; Full time

Job summary

Loram Maintenance of Way, Inc. is seeking a Machine Learning / Artificial Intelligence Intern to assist in planning, researching, developing, and implementing new technologies for image processing and data analysis in the railroad industry.

You will work with the Lead Engineer, Data Science AI/ML and collaborate with internal and external stakeholders, contributing to prototype and production systems while prioritizing safety, uptime, and daily production.

Qualifications

• Pursuing a BS or higher in Engineering or related field.
• Junior status or higher.
• Completed the core coursework for the chosen discipline.

Responsibilities

• 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

Skills

Python

PyTorch

OpenCV

Pandas

Docker

SQL

C# programming

Machine Learning

Deep learning

Data analysis

Education

Bachelor's or higher in Engineering or related field

Tools

Docker

SQL

Job description

REF290H

Job Title

Machine Learning / Artificial Intelligence Intern

FLSA Status

Non Exempt

Department

R&D Engineering

Reports to

Lead Engineer, Data Science AI/ML

GENERAL 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 Skills

• 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

To perform this job successfully, an individual must be able to perform each essential duty satisfactory. The requirements listed below are representative of the knowledge, skill, and/or ability required.

Education and/or Experience

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.

Computer Skills

Solid computer skills consistent with the position requirements to include Microsoft Windows Office Suite, Python, PyTorch, OpenCV, Pandas; Linux, Docker, SQL, C# experience is a plus;

Reasoning Ability

Ability to correctly make decisions involving issues/problems including when to upscale the problem to a more senior consultant.

Physical Demands

The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

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.

Work Environment

The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

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.

Equal Opportunity Employer

Loram is an Equal Opportunity Employer committed to fostering an inclusive, diverse, and respectful workplace. We make all employment decisions based on qualifications, merit, and business need, without regard to race, color, religion, sex, sexual orientation, gender identity or expression, age, disability, national origin, veteran status, or any other characteristic protected by applicable laws in the countries where we operate, including the Equality Act 2010 in the UK, relevant U.S. federal, state, and local laws, Brazil’s anti-discrimination provisions under the Consolidation of Labor Laws (CLT) and Federal Constitution, India’s Equal Remuneration Act and Rights of Persons with Disabilities Act, Australia’s Fair Work Act 2009 and applicable state and territory legislation, and Canada’s human rights protections under the Canadian Human Rights Act and applicable provincial or territorial laws.

Benefits

Benefits for this role include a comprehensive package with company-sponsored medical, dental, and vision insurance; Health Savings Account (HSA) and 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; Employee Assistance Program (EAP); behavioral health support; and leaves of absence. Additional benefits include tuition reimbursement, payroll charity contributions, adoption assistance and optional plans such as legal, critical illness, and hospitalization.

Compensation

Loram determines compensation based on factors such as skills, competencies, education, and/or experience. Certain positions may be eligible for an annual bonus and paid time off in addition to base compensation.

The pay range for this position is between $48,800-$55,120