MLOps Architect
2 weeks ago
Experience: 7 - 12 YrsKey Skills Machine Learning, AWS ServicesMust have Skills1. Design and build automated processes to integrate key machine learning models into systems of action, with robust monitoring in place2. Design and build improvements to the ML Ops platform (e.g. CI/CD, introduction and connection of new tools and services, configuration changes)3. Understands data, worked with databases such as hive, relational, dimensional or NoSQL4. Experience in AWS/DevOps roles and familiar with standard DevOps tools such as Ansible, Terraform, Jenkins, and git.5. Proficient with delivering infrastructure as code, current Unix skills, networking, and shell scripting.6. Exposure to Python, Panda or Jupyter notebooks and docker, EMR or Kubernetes.7. Experience in coding on basic ML algorithms such as linear regression, logistic regression, SVM, KNN, K Mean etc.8. Proven expertise on ML feature selection, feature engineering and different accuracy metrics.Good to have (Knowledge)1. AWS certifications are preferred.
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