ID da Vaga: REF290H
Categoria da Vaga: Corporate
Localização: Hamel, MN, US
This post is also available in: Inglês
Descrição
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
This post is also available in: Inglês
Qualificações
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 escalate 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
This post is also available in: Inglês
Sobre
Loram Maintenance of Way, Inc. é líder global em tecnologia, serviços e soluções para manutenção de trilhos na indústria ferroviária. Há mais de 70 anos, a Loram entrega inovação de ponta por meio de sistemas avançados de esmerilhamento de trilhos, manutenção de lastro e inspeção — garantindo operações ferroviárias mais seguras, confiáveis e econômicas para clientes em todo o mundo.
Com sede em Hamel, Minnesota, a Loram atua em diversos locais na América do Norte e atende ferrovias de Classe I, regionais e de transporte urbano com um portfólio completo de serviços. A Loram é reconhecida por sua forte cultura de engenharia, compromisso com a segurança e dedicação em melhorar o desempenho da infraestrutura ferroviária por meio de tecnologia avançada e expertise comprovada em campo.
Junte-se a uma empresa que movimenta o mundo — e constrói o futuro dos trilhos.
Descrição
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
This post is also available in: Inglês
Qualificações
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 escalate 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
This post is also available in: Inglês
Sobre
Loram Maintenance of Way, Inc. é líder global em tecnologia, serviços e soluções para manutenção de trilhos na indústria ferroviária. Há mais de 70 anos, a Loram entrega inovação de ponta por meio de sistemas avançados de esmerilhamento de trilhos, manutenção de lastro e inspeção — garantindo operações ferroviárias mais seguras, confiáveis e econômicas para clientes em todo o mundo.Com sede em Hamel, Minnesota, a Loram atua em diversos locais na América do Norte e atende ferrovias de Classe I, regionais e de transporte urbano com um portfólio completo de serviços. A Loram é reconhecida por sua forte cultura de engenharia, compromisso com a segurança e dedicação em melhorar o desempenho da infraestrutura ferroviária por meio de tecnologia avançada e expertise comprovada em campo.
Junte-se a uma empresa que movimenta o mundo — e constrói o futuro dos trilhos.
Descrição
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
This post is also available in: Inglês
Qualificações
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 escalate 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
This post is also available in: Inglês
Sobre
Loram Maintenance of Way, Inc. é líder global em tecnologia, serviços e soluções para manutenção de trilhos na indústria ferroviária. Há mais de 70 anos, a Loram entrega inovação de ponta por meio de sistemas avançados de esmerilhamento de trilhos, manutenção de lastro e inspeção — garantindo operações ferroviárias mais seguras, confiáveis e econômicas para clientes em todo o mundo.Com sede em Hamel, Minnesota, a Loram atua em diversos locais na América do Norte e atende ferrovias de Classe I, regionais e de transporte urbano com um portfólio completo de serviços. A Loram é reconhecida por sua forte cultura de engenharia, compromisso com a segurança e dedicação em melhorar o desempenho da infraestrutura ferroviária por meio de tecnologia avançada e expertise comprovada em campo.
Junte-se a uma empresa que movimenta o mundo — e constrói o futuro dos trilhos.
This post is also available in: Inglês
Participe da nossa comunidade de talentos
Seja o primeiro a saber sobre as vagas que são ideais para você. Defina seus critérios e inscreva-se agora em nossa Comunidade de Talentos e nos Alertas de Vagas.
SOBRE A REGIÃO
Saiba mais sobre Hamel, MN
This post is also available in: Inglês
This post is also available in: Inglês
A Loram é um empregador que oferece igualdade de oportunidades e tomará todas as decisões relacionadas ao emprego sem considerar raça, cor, religião, crença, sexo, orientação sexual, identidade de gênero, origem nacional, idade, deficiência, estado civil, situação familiar, situação em relação à assistência pública, participação ou atividade em comissão local, status de veterano protegido ou qualquer outro status protegido pela legislação aplicável
A Loram está comprometida em proteger a identidade e as informações pessoais de qualquer potencial colaborador. Os candidatos à Loram serão contatados apenas por funcionários da Loram utilizando um endereço de e-mail autêntico da Loram, terminando em @loram.com. Incentivamos você a verificar a identidade de qualquer pessoa que afirme fazer parte da equipe Loram, confirmando que o endereço de e-mail é @loram.com, sem caracteres ou letras adicionais. Nunca solicitaremos informações financeiras ou qualquer tipo de compromisso financeiro como parte do processo de recrutamento. Se você tiver dúvidas sobre a autenticidade de qualquer comunicação que alegue ser da Loram, entre em contato pelo e-mail loramrecruiting@loram.com. Relatos podem ser enviados online em www.loram.ethicspoint.com ou pelo telefone 1-844-635-4640.
- © 2024 Loram Maintenance of Way, Todos os direitos reservados.
- Termos de Uso
- Política de Privacidade