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Job Summary
Job Description
DUTIES: Contribute to a team responsible for designing and implementing complex CI/CD pipelines for software delivery using Docker and Kubernetes, with a focus on integrating Python-based AI and ML tools into the pipeline workflow; manage and automate configuration changes across systems using Ansible and Puppet, leveraging Python for custom automation scripts; work with public cloud platforms, including AWS, Azure, and Google Cloud Platform (GCP), and private cloud platforms, including Comcast Cloud Platform (CCP), to deploy and manage AI and ML workloads; automate and manage Infrastructure as Code (IaC) using Terraform and CloudFormation, incorporating Python scripts for dynamic infrastructure provisioning; manage and configure Linux and Windows environments, ensuring compatibility and optimization for AI and ML toolsets; architect and manage monitoring and logging solutions using Prometheus and the ELK stack, with custom Python scripts for advanced analytics and anomaly detection in AI and ML workflows; program using Python alongside Java and build tools, including Maven and Gradle, integrating AI and ML libraries and frameworks including TensorFlow, PyTorch, and Scikit-learn; support applications under development by providing expertise in AI and ML technologies, and customize current applications to incorporate machine learning capabilities; apply machine learning models to classify invoices based on categories such as vendor, date, amount, and type of expense; employ anomaly detection algorithms to flag irregularities or discrepancies in invoices, such as mismatched invoice dates or missing vendor information; assist with the software update process for existing applications, and roll-outs of software releases; analyze, test, and assist with the integration of new applications; document all development activity; research, write, and edit documentation and technical requirements, including software designs, evaluation plans, test results, technical manuals, and formal recommendations and reports; monitor and evaluate competitive applications and products; review literature, patents, and current practices relevant to the solution of assigned projects; collaborate with project stakeholders to identify product and technical requirements; conduct analysis to determine integration needs; and work with the Quality Assurance team to determine if applications fit specification and technical requirements. This position is eligible to work remotely one or more days per week, per company policy.
REQUIREMENTS: Bachelors degree, or foreign equivalent, in Computer Science, Engineering, or related technical field, and two (2) years of experience designing and implementing CI/CD pipelines using Docker and Kubernetes; managing and automating configuration changes using Ansible and Puppet; troubleshooting and resolving technical issues; of which one (1) year includes integrating AI and ML technologies into CI/CD pipelines; evaluating and calculating energy consumption; integrating AI and ML solutions in public cloud platforms, including AWS, Azure, and Google Cloud Platform (GCP), and private cloud platforms; managing datasets; performing data preprocessing and analysis using Python; automating and managing Infrastructure as Code (IaC) using Terraform and CloudFormation; managing and configuring Linux and Windows environments; writing automation scripts using Python, Shell, or PowerShell; architecting and managing monitoring and logging solutions using Prometheus and ELK stack; using Git for version control; implementing software security measures; programming using Java, Maven, and Gradle; and integrating AI and ML insights into business decisions and product development.
Employees at all levels are expected to:
Disclaimer:
Skills
AWS CloudFormation, Docker (Software), Google Cloud Platform, Gradle, Kubernetes, Maven, Terraform
We believe that benefits should connect you to the support you need when it matters most, and should help you care for those who matter most. That's why we provide an array of options, expert guidance and always-on tools that are personalized to meet the needs of your realityto help support you physically, financially and emotionally through the big milestones and in your everyday life.
Please visit the benefits summary on our careers site for more details.
Comcast is proud to be an equal opportunity workplace. We will consider all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, veteran status, genetic information, or any other basis protected by applicable law.
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