Pune, IND
16 days ago
AIOps Engineer
About PRGX Global, Inc Job Description Job Title 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: + 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. + Automate workflows for model training, validation, and inference using CI/CD pipelines and containerization tools. + Contribute to orchestration solutions for AI workflows to ensure scalability and reliability. + Support monitoring of model performance in production, detecting data drift and model degradation. + Support deployment and monitoring of generative AI workflows in production including agent-based applications. + Monitor and optimize resource usage and associated costs for AI infrastructure. + Ensure secure handling of ML assets and API endpoints following security best practices. + Collaborate with DevOps and TechOps teams to align on infrastructure and security standards. + Maintain version control for models, datasets, and code using Git. + Stay updated on AIOps tools and practices and apply them to improve reliability and scalability. + Communicate technical concepts clearly to non-technical stakeholders. Knowledge & Qualifications + Bachelor’s or Master’s degree in Computer Science, Engineering, or related field. + 2–5 years of experience in AIOps, DevOps, or managing AI systems in production. + Strong proficiency in Python and Linux (Ubuntu). + Experience with containerization tools (Docker, Kubernetes). + Hands-on experience with CI/CD pipelines and automation tools. + Familiarity with MLFlow for experiment tracking and model management. + Exposure to model serving tools (e.g. KServe, VLLM). + Understanding of LLM evaluation frameworks and metrics. + Understanding of versioning and dependency management for AI projects. + Strong problem-solving skills and attention to detail. + Excellent communication skills. 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 evaluation and deployment of Generative AI solutions. + 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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