Red hat Software Quality Engineer 

Ireland 

998139922

Primary Job Responsibilities

• Execute manual and automated tests for InstructLab and deliver clear status updates in a timely manner.

• Explore, identify, and document unwanted behavior, output, and bias in InstructLab models. Advocate for the resolution of critical issues and communicate the impact on customers to the development team(s).

• Monitor and participate in upstream AI/ML communities, evaluating new AI/ML-related technologies in the space and considering potential integrations and collaborations upstream.

• Conduct new feature research and design test cases with emphasis on model performance, scalability, automation, and bias reduction.

• Design, develop, and maintain automation frameworks, scripts, and performance benchmarking tools with Python for testing and implementation.

• Run technical initiatives that grow, improve, and scale our existing processes.

• Contribute to the development of the open-source projects that comprise Red Hat’s AI family of products.

• Regularly communicate with project stakeholders including other teams of Red Hat engineers, product managers, consultants, management, and senior leadership.

Required Skills

• 3+ years of experience as a Software Quality Engineer, Software Engineer, or similar roles (5+ years of experience for Senior Software Quality Engineer.

• Extensive experience scripting and creating automation in Python and Bash.

• Experience with AI and Machine Learning platforms, tools, and frameworks, such as: PyTorch, LLaMA.cpp, vLLM, fsdp, deepspeed, Kubeflow, and Tensorflow.

• Experience creating automation for GitHub, using GitHub Actions or related continuous integration tools.

• Experience with hardware accelerators, such as GPU, CUDA, and ROCm.

• Experience developing unit, functional, and end-to-end (E2E) test cases and automation.

• Ability to quickly learn and use new tools and technologies.

Nice to Haves

• Experience working with Kubernetes/OpenShift and containers, troubleshooting issues with them, and working with YAML, Kubernetes controllers, and operators.

• Understanding of DevOps methodology, scrum, and/or Jira.

• Bachelor's degree or higher in computer science or other related discipline, or equivalent years of experience.