Job Discription
Description:
POSITION OVERVIEW : AIML Senior Engineer
POSITION GENERAL DUTIES AND TASKS :
Job Description
Base Location:
Bangalore
Type:
Qualifications
Job Overview:
AI/ML Senior Engineer with experience in designing, developing, and improving Machine Learning models as per client requirements. Combine data science, programming expertise and mathematical understanding of statistical techniques to deliver state-of-the-art ML solutions for different problems across the enterprise.
Experience in end-to-end Machine Learning workflow which includes activities like data collection, data analysis and transformation, model training, model optimization and deploying models in production.
Primary Skills:
Experience in designing and developing Deep Learning models using frameworks such as TensorFlow, Keras, Pytorch. Experience and good understanding of CNN and DNN based algorithms mainly GANs.
Experience with computer vision domain.
Excellent programming skills in PYTHON Experience in automated hyperparameter optimization using Optuna, Hyperopt. Experience in ML libraries and frameworks such as Scikit-Learn, Numpy, Pandas, Matplotlib. Understanding of model optimization techniques to perform inference on edge devices. Good communication and presentation skills
Good to have Skills:
Experience in porting TensorFlow model to Android/iOS. Experience in SSD, YOLO, ResNet, CycleGAN. Experience with Docker and cloud ML platforms. Knowledge of audio digital signal processing basics.
Responsibilities and Duties:
Collaborate with team members to determine best practices and client requirements for software. Professionally maintain all software and create updates regularly to address customer and company concerns. Troubleshoot coding problems quickly and efficiently to ensure a productive workplace Develop intuitive software that meets and exceeds the needs of the customer requirements.
Keywords
TensorFlow Python CNN 4. Computer Vision with Deep learning expertise.
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