Executive - AI/ML Engineer
- Siemens
- 1 - 3 years
- Mumbai
- 2 days ago
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Job Description
- Design and develop AI/ML models for crane operation optimization, predictive maintenance, and safety enhancements.
- Integrate computer vision systems for object detection, load monitoring, path optimization, anti-collision, and safety monitoring.
- Collaborate with software, hardware, and mechanical engineering teams to implement intelligent control systems.
- Analyze sensor data (e.g., LIDAR, cameras, IMUs) to improve crane performance and reliability.
- Build and integrate digital twin models of cranes for simulation, testing, and performance prediction.
- Ensure compliance with safety standards and industrial protocols.
- Optimize algorithms for real-time performance and reliability in operational port environments.
- Research and evaluate new AI/ML tools, frameworks, and methods relevant to industrial automation.
- Document processes, write technical reports, and support knowledge transfer within the team
- Bachelors/masters degree in computer science, Data Science, Artificial Intelligence,Electrical/Electronics, or related field. 1-3 years of experience in AI/ML development,preferably in industrial or embedded systems.
- Strong knowledge of machine learning, deep learning, reinforcement learning, and data science methods.
- Proficiency in Python and ML frameworks (TensorFlow, PyTorch, Scikit-learn, Keras, OpenCV).
- Experience with time-series data analysis, anomaly detection, and predictive modeling.
- Hands-on experience in computer vision (object detection, tracking, image recognition).
- Understanding of industrial communication protocols (Modbus, OPC-UA, Profinet) is a plus.
- Familiarity with edge computing and real-time AI deployment.
- Experience with Cloud platforms (AWS, Azure, GCP).
- Strong problem-solving and analytical skills, Result oriented, Excellent communication and teamwork abilities
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: SiemensLocation(s): Mumbai
Keyskills: Ml Engineer Tensorflow Predictive Modeling Azure Compliance Artificial Intelligence Ai Reinforcement Learning Machine Learning Deep Learning Data Science Pytorch Opencv Gcp Data Analysis Keras Computer Vision Aws Ml Python
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