AI/ML Engineer

Job description

Responsibilities

• 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

Qualifications.

• Education & Experience Required. Education. Masters / Bachelors degree in Software Engineering or similar experience
• Experience. 3+ years of experience in developing CNN, R-CNN type neural network for computer vision tasks
• 7+ 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, Caf, PyTorch, Keras, Darknet and OpenCV
• Working knowledge of AI edge devices such as NVIDIA Jetson / Nano / Orin
• Knowledge of the Linux Operating System

Preferred Skills.

• 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)
• Essential Functions. Able to follow directions, detail-oriented, patient, and quality focused
• The ability to attend work predictably and regularly
• The ability to deal politely and professionally with team members and colleagues
• The ability to manage several tasks at once
• The ability to use a computer to communicate, create, and access information
• Available to work overtime as needed
• Additional Information. Disclaimer. The information about this