Senior Software Engineer
- Akamai
- United States
- Posted 3 weeks ago
About the role · show the full description
Building and operating systems responsible for model validation, quantization, and safety across the organization. Developing and maintaining model validation and security scanning pipelines that assess models for quality, correctness, and vulnerabilities prior to deployment. Implementing quantization, pruning, and other optimization techniques to reduce model footprint and improve inference latency across diverse hardware configurations. Building guardrail and content safety systems that enforce compliance policies and mitigate risks such as jail breaking and prompt injection. Designing model routing and prompt management infrastructure that supports intelligent request handling across model variants. Contributing to model evaluation frameworks that measure accuracy, performance, and safety metrics across the model lifecycle.
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