Required Skillset :
♦ 5+ Years of hands-on development experience with AI/ML technologies
♦ Programming experience in Python, R or Java
♦ Extensive data modeling and data architecture skills
♦ Experience working with modern frameworks like Keras, Tensorflow, PyTorch, and MXNet
♦ Experience with Container Services & Registries to Serve ML Models in the Cloud
♦ Experience with the Amazon Web Services platform and associated machine learning services(Polly, Transcribe, Lex, Recognition, Comprehend, Translate, etc.)
♦ Experience with open-source application development stacks
♦ Use Terraform, Ansible, Jenkins, AWS-CDK(or similar) to Setup Automated CI/CD Pipelines
Desired Skill Set :
♦ Advanced math skills (linear algebra, Bayesian statistics, group theory)
♦ Theoretical understanding of model architectures of various object classification, object detection models, recommender systems, NLP, Text and voice processing models, 3D models
♦ Knowledge of Hadoop or another distributed computing systems
♦ Understanding of performance and accuracy metrics for different class of neural networks. Familiarity with industry standard models and datasets and neural network tuning a plus.