Senior AI Engineer

চাকরির বিবরণ

Esbaar, a drone inspection, AI and survey services company in Oman, is hiring a Senior AI Engineer to develop and prototype advanced computer vision technologies, integrate them with hardware edge processors, and deploy them as production-grade code. The role includes code reviews and technical guidance for the team, and R&D planning with product and project managers.

দায়িত্ব

• Develop novel state-of-the-art vision algorithms and corresponding systems, leveraging deep learning techniques.
• Research, develop and prototype advanced computer vision technologies and integration with hardware edge processors.
• Develop high-quality computer vision algorithms for localization, object detection, classification, and video analysis.
• Translate algorithms into production-level code.
• Ensuring adherence to all health, safety, and environmental regulations at local, national, and international levels
• Contribute to a large code base in Python for deploying these models in production environments.
• Implement best practices for data collection, preprocessing, feature engineering, and model training, and ensure that the team follows these practices consistently.
• Conduct regular code reviews and provide technical guidance and feedback to team members, ensuring that they produce high-quality code that is efficient, scalable, and maintainable.
• Interface with the Product/Project manager to develop R&D plans, proposals, intellectual property filings, commercialization strategies and other material that facilitate the innovation process
• Collaborate with Product/Project managers in maintaining a roadmap for the team's AI projects, including identifying key milestones, timelines, and resource requirements.
• Collaborate with team members to develop, test, deploy, and maintain software/AI systems while being actively involved in product backlog grooming, sprint planning, execution, review, and retrospectives.
• Work with IT, software and security teams to deploy production grade AI solutions that comply with relevant data privacy and security regulations.

যোগ্যতা

• Bachelor's degree in AI, Remote Sensing, Survey, Engineering, or any other related fields
• Preferably 3-5 years' experience in the same field
• Experience developing machine learning models and neural network-based computer vision models. (3+ years)
• Experience deploying production grade ML and vision systems on the edge for real-time applications. (3+years)
• Python expertise.
• Strong software engineering skills.
• Strong ability to present work and communicate ideas to technical and non-technical coworkers.
• Experience with machine learning libraries such as Tensorflow, Keras, Sklearn and others.
• Experience using OpenCV.
• Experience with git and other such versioning tools.
• Experience with DevOps cloud tools (AWS, Google Cloud etc.).
• Experience with NVIDIA Triton inference server will be plus
• Experience with MLOps tools such as Kubeflow will be a plus.
• Experience with web development frameworks (e.g Flask, Django) will be a plus
• Experience handling a large code base in python will be a plus.
• Experience developing computer vision algorithms for anomaly detection will be a plus.

দক্ষতা

• AWS
• Computer Vision
• Deep Learning
• Git
• Google Cloud
• Keras
• OpenCV
• Python
• Scikit-learn
• TensorFlow