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Employer: Eitacies Inc

Expires: 04/21/2022

Understanding of standard machine learning principles and deep learning conceptsUtilizing classical machine learning and deep learning techniques to develop predictive models for determining clinically relevant outputs Developing scalable data ingestion and model training pipelines.Deploying production-level code in a cloud-based environment.Writing production-ready code that is version-controlled, readable, efficient, and well tested.Proficiency with Tensorflow / Pytorch, Dask / Kafka / SparkExperienced in design, training, and deploying various deep learning modelsProficiency with Python and popular data analysis packages (Pandas, Numpy, Scikit Learn, Tensorflow/Pytorch, etc.)Understanding or desire to learn end to end Machine Learning technology stack (Tools such as GCP Vertex AI, Domino Data Labs, Kubernetes, ,Tensorflow, Pyspark, Jupyter Notebook, Hive, Hadoop, etc).Strong soft skills of communication , ability to share/teach others, work collaboratively with others etc.Proficient in Python, and ML frameworks/libraries.Experience working with: container technology, docker files, docker images, GitHub, CI/CD concepts.