Sr AIOps Engineer
PRGX
About PRGX Global, Inc Job Description
Job Title
Senior AIOps Engineer / Lead AIOps Engineer, Artificial Intelligence
Employment Type
Full- time
Work Authorization Requirements
Must be authorized to work in the India without sponsorship
Language Requirements
English
About PRGX
PRGX is the global leader in source-to-pay data analytics and software, and tech-enabled profit recovery services. We provide software and services to maximize revenue recovery and drive margin improvement for our clients. For more information about PRGX, visitwww.prgx.com.
Job Duties & Responsibilities:
+ Establish and implement AIOps best practices for model deployment, monitoring, and lifecycle management.
+ Maintain and monitor APIs developed by the AI team to ensure high availability and performance.
+ Manage Python environments, Ubuntu OS, and package dependencies to ensure compatibility and security.
+ Automate workflows for model training, validation, and inference using CI/CD pipelines and containerization tools.
+ Design and manage orchestration solutions for AI workflows to ensure scalability and reliability.
+ Monitor model performance in production, detecting data drift and model degradation.
+ Design and manage pipelines for evaluating and deploying generative AI workflows including agent-based applications.
+ Monitor and optimize resource usage and associated costs for AI infrastructure and workflows.
+ Ensure secure handling of ML assets and API endpoints following security best practices.
+ Collaborate with DevOps and TechOps teams to align on infrastructure, security, and operational standards.
+ Create and maintain documentation for architecture, deployments, CI/CD, APIs, and operational procedures.
+ Lead and mentor AIOps engineers, providing guidance on processes and technical execution.
+ Implement robust version control for models, datasets, and code using Git and other tools.
+ Stay current with latest AIOps tools and practices, introducing improvements to enhance reliability and scalability.
+ Communicate complex technical concepts clearly to non-technical stakeholders.
Knowledge & Qualifications
+ Master’s degree in a relevant field such as Computer Science, Engineering, or Data Science.
+ 6–8 years of experience in AIOps, DevOps, or managing AI systems in production.
+ Strong proficiency in Python, Linux (Ubuntu), and containerization (Docker, Kubernetes).
+ Experience with CI/CD pipelines and automation tools (e.g. Jenkins, GitHub Actions).
+ Experience with MLFlow for experiment tracking and model management.
+ Experience with model serving tools (e.g. KServe, VLLM).
+ Experience with evaluation and deployment of Generative AI solutions
+ Strong understanding of versioning and dependency management for AI projects.
+ Excellent problem-solving and communication skills.
+ Leadership experience in guiding technical teams and mentoring junior staff.
Preferred Experience:
+ Experience with orchestration frameworks for AI workflows (e.g. Kubeflow).
+ Experience with monitoring tools (e.g. Prometheus, Grafana) for AI systems.
+ Experience with LLM orchestration frameworks (e.g. CrewAI, LangChain).
+ Knowledge of vector databases (e.g. pinecone).
+ Familiarity with LLM evaluation frameworks and metrics.
+ Familiarity with distributed training and large-scale inference.
+ Knowledge of security best practices for AI pipelines.
+ Experience with cloud platforms (AWS, GCP, Azure).
Our Commitment to Equal Opportunity
PRGX is an equal opportunity employer. We comply with all applicable local, national, and international laws regarding non-discrimination and equal employment. We do not discriminate based on any legally protected characteristic and are committed to fostering an inclusive, respectful, and equitable workplace. Reasonable accommodation is available for qualified individuals in accordance with local laws and best practices.
Physical Requirements
Ability to sit or stand for extended periods of time, manual dexterity for typing, writing, or using office equipment, visual acuity for reading screens and documents, ability to lift or carry light items such as laptops, and speech and hearing ability for calls, virtual meetings, and in-person communication
Data Privacy
Your personal data will be handled in accordance with applicable data protection laws. We only collect information necessary for recruitment and will not share your data without your consent.
Skills & Requirements
Qualifications
PRGX provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, age, sex, national origin, disability status, genetic information, Protected Veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
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