Job Information
Actalent AI / Machine Learning Software Engineer in West Columbia, South Carolina
Description:
• Design and develop real time AI – Neural Network solutions for railway maintenance equipment. Implementing appropriate ML algorithms.
• Write clean, documented code following best practices.
• Develop and implement communication protocols.
• Work independently and collaboratively with a motivated team.
• Generate requirements and design documentation.
• Plan for, design, and deliver testing, and tested products into the QA process.
• Apply communication and problem-solving skills to solve software issues related to the design, development, deployment, testing, and operation of systems.
• Meet deadlines to ensure projects are completed within acceptable time and cost targets.
• Willingness and ability to travel up to 15% of time.
• Other duties may apply as required.
Education
Master’s / Bachelor’s degree in Software Engineering or similar experience.
Experience
• 3+ years of experience in developing CNN, R-CNN type neural network for computer vision tasks.
• 3+ years of experience in Software development using C++/Python language.
• Experience with Supervised and Semi-Supervised Learning, Deep Learning, Support Vector Machines, Linear and Logistic Regression.
• Working knowledge of AI Framework such as TensorFlow, Café, PyTorch, Keras, Darknet and OpenCV.
• Working knowledge of AI edge devices such as NVIDIA Jetson / Nano / Orin.
• Knowledge of the Linux Operating System.
• Experience using statistical computer languages (R, Python, SQL etc.) to manipulate data and draw insights from large data sets.
• Experience working with and creating data architectures.
• Knowledge of a variety of machine learning techniques (semantic segmentation, clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
• Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, and proper usage, etc.) and experience with applications.
• Experience with edge computing & controlling devices (On-device deployment in C/C++ or similar) for real time application.
• Experience with optimizing neural networks to perform well on low-power mobile platforms (e.g. pruning, distillation, quantization).
Top Skills Details:
c++
RCNN
Neural Network
Arknet
Pytorch
Tensorflow
QT
Python
CNN
Artificial Intelligence
Machine learning
Additional Skills & Qualifications:
Design and develop real time AI – Neural Network solutions for railway maintenance equipment. Implementing appropriate ML algorithms.
• Write clean, documented code following best practices.
• Develop and implement communication protocols.
• Work independently and collaboratively with a motivated team.
• Generate requirements and design documentation.
• Plan for, design, and deliver testing, and tested products into the QA process.
• Apply communication and problem-solving skills to solve software issues related to the design, development, deployment, testing, and operation of systems.
• Meet deadlines to ensure projects are completed within acceptable time and cost targets.
• Willingness and ability to travel up to 15% of time.
• Other duties may apply as required.
Education
Master’s / Bachelor’s degree in Software Engineering or similar experience.
Experience
• 3+ years of experience in developing CNN, R-CNN type neural network for computer vision tasks.
• 3+ years of experience in Software development using C++/Python language.
• Experience with Supervised and Semi-Supervised Learning, Deep Learning, Support Vector Machines, Linear and Logistic Regression.
• Working knowledge of AI Framework such as TensorFlow, Café, PyTorch, Keras, Darknet and OpenCV.
• Working knowledge of AI edge devices such as NVIDIA Jetson / Nano / Orin.
• Knowledge of the Linux Operating System.
• Experience using statistical computer languages (R, Python, SQL etc.) to manipulate data and draw insights from large data sets.
• Experience working with and creating data architectures.
• Knowledge of a variety of machine learning techniques (semantic segmentation, clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
• Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, and proper usage, etc.) and experience with applications.
• Experience with edge computing & con
Experience Level:
Intermediate Level
About Actalent
Actalent is a global leader in engineering and sciences services and talent solutions. We help visionary companies advance their engineering and science initiatives through access to specialized experts who drive scale, innovation and speed to market. With a network of almost 30,000 consultants and more than 4,500 clients across the U.S., Canada, Asia and Europe, Actalent serves many of the Fortune 500.
Diversity, Equity & Inclusion
At Actalent, diversity and inclusion are a bridge towards the equity and success of our people. DE&I are embedded into our culture through:
Hiring diverse talent
Maintaining an inclusive environment through persistent self-reflection
Building a culture of care, engagement, and recognition with clear outcomes
Ensuring growth opportunities for our people
The company is an equal opportunity employer and will consider all applications without regard to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.
If you would like to request a reasonable accommodation, such as the modification or adjustment of the job application process or interviewing process due to a disability, please email actalentaccommodation@actalentservices.com (%20actalentaccommodation@actalentservices.com) for other accommodation options.