
Large Language Model Operations Specialist
3 days ago
We are seeking an experienced professional to drive the deployment, scaling, and monitoring of large language models in production.
This role will focus on building robust, scalable, and secure infrastructure for managing the end-to-end lifecycle of LLMs from training and fine-tuning to inference and continuous improvement.
- Lead the design and implementation of LLM operations infrastructure for training, fine-tuning, and large-scale inference.
- Establish and enforce best practices for model deployment, monitoring, retraining, and continuous improvement.
- Implement security, compliance, and responsible AI guardrails to ensure safe and ethical LLM usage.
- Partner closely with data science, research, and product teams to streamline the LLM lifecycle.
- Build and manage operations automation pipelines for dataset updates, retraining, and model versioning.
- Evaluate and implement tools for cost optimization and performance tuning in large-scale environments.
- Provide technical leadership and mentor teams on LLMOps methodologies.
- Strong expertise in LLM deployment, scaling, and monitoring.
- Proficiency in MLOps frameworks (Kubeflow, MLflow, Databricks deployment patterns).
- Hands-on experience with cloud-native architectures.
- Strong background in CI/CD pipelines, containerization, and microservices.
- Solid understanding of observability tools.
- Deep knowledge of model evaluation, drift detection, prompt management, and AI safety guardrails.
- Programming expertise in Python and Bash scripting.
- Experience with vector databases and RAG pipelines.
- Strong leadership and stakeholder communication skills.
- Knowledge of LLM safety, bias mitigation, and regulatory compliance.
Our organization is dedicated to creating a supportive environment where you can thrive professionally and personally. Our competitive compensation package includes performance-based incentives and health benefits designed to support your well-being. We believe in your continuous growth and offer company-sponsored certifications, training programs, and skill-building opportunities to help you succeed.
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