استخدام Machine Learning Engineer (متخصص ماشین لرنینگ)
شرح موقعیت شغلی
We are seeking a Machine Learning Engineer to:
Responsibilities:
• Develop and deploy or improve deep learning-based solutions for object detection, object tracking, semantic/instance segmentation etc.
• Develop and maintain the code we have for our various platforms.
• Design and optimize data labeling pipelines.
• Corner case mining for difficult / rare cases.
• Active learning and semi-supervised learning to improve model performance during the lifetime of the labeling process to help data annotators by automating some labeling tasks.
• Develop and maintain the code we have for our various platforms.
• Design and optimize data labeling pipelines.
• Corner case mining for difficult / rare cases.
• Active learning and semi-supervised learning to improve model performance during the lifetime of the labeling process to help data annotators by automating some labeling tasks.
Requirements:
• Highly competent in data structures, programming and algorithms.
• Experience with computer vision and deep learning algorithms. Experienced with Pytorch or TensorFlow.
• Understanding of data structures, data modeling and software architecture
• Strong coding skills specifically Python
• Familiarity with machine learning frameworks
• Excellent communication skills
• The ability to work independently in a team
• Outstanding analytical and problem-solving skills
• A complete understanding of reinforcement learning.
• Having coding experience in the field of deep learning
• Getting to know the basic algorithms of machine learning and deep learning
• Familiarity with Python or R programming
• More than 1 year of professional experience
• Highly competent in data structures, programming and algorithms.
• Experience with computer vision and deep learning algorithms. Experienced with Pytorch or TensorFlow.
• Understanding of data structures, data modeling and software architecture
• Strong coding skills specifically Python
• Familiarity with machine learning frameworks
• Excellent communication skills
• The ability to work independently in a team
• Outstanding analytical and problem-solving skills
• A complete understanding of reinforcement learning.
• Having coding experience in the field of deep learning
• Getting to know the basic algorithms of machine learning and deep learning
• Familiarity with Python or R programming
• More than 1 year of professional experience
It will be a bonus if the applicant has
• Publications in top conferences like ICML, NeurIPS, AAAI, CVPR, ICCV, ECCV, etc.
• Experiences with accounting or annotation systems.
• Familiarity withKeras and machine learning libraries such as: Numpy, Sklearn, Scipy, pandas, matplotlib,
•Familiarity with CNN, RNN, Learning Rate, Optimization, Loss Function,....
• Publications in top conferences like ICML, NeurIPS, AAAI, CVPR, ICCV, ECCV, etc.
• Experiences with accounting or annotation systems.
• Familiarity withKeras and machine learning libraries such as: Numpy, Sklearn, Scipy, pandas, matplotlib,
•Familiarity with CNN, RNN, Learning Rate, Optimization, Loss Function,....
• Location: Dadman Blvd.
• Working Hours: Saturday to Wednesday from 10 to 18.
• Working Hours: Saturday to Wednesday from 10 to 18.
The applicant MUST be a great learner and with high flexibility to successfully communicate with colleagues and applicants.
مهارتهای مورد نیاز
- tensorflow
- یادگیری ماشین
- Pytorch
حداقل سابقه کار
- کمتر از سه سال
جنسیت
- مهم نیست
وضعیت نظام وظیفه
- مهم نیست