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15 Enviri Jobs
AI/ML Engineer
Enviri
posted 6mon ago
Job Role Insights
Key skills for the job
Job 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.
Qualifications
Education & Experience 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.
- 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.
Employment Type: Full Time, Permanent
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What Enviri employees are saying about work life
based on 9 employees
Monday to Friday
No travel
Day Shift
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