04 Aug
|
Harsco India Private
|
Secunderabad
04 Aug
Harsco India Private
Secunderabad
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
📌 AI/ML Engineer (Secunderabad)
🏢 Harsco India Private
📍 Secunderabad