Engineer II

Role Overview: You will be working as an Engineer II - ML/GenAI Platform (ML/GenAI Ops) at Donaldson, contributing to the development and deployment of AI tools. This role is perfect for individuals who excel in data science, engineering, and cloud infrastructure, and are eager to participate in building scalable, maintainable, and automated systems from scratch. Key Responsibilities: - Collaborate with data scientists to transform experimental ML and GenAI workflows into scalable, production-ready pipelines. - Co-develop and maintain shared, version-controlled repositories with modular components. - Design and manage CI/CD pipelines using Azure DevOps for deploying ML models and GenAI tools. - Containerize applications using Docker and deploy them using cloud-native services. - Automate deployment workflows and infrastructure setup using Terraform and schema management tools for Azure and Snowflake. - Ensure smooth integration of model training, evaluation, and deployment stages across projects. - Deploy and manage GenAI solutions including chatbots, RAG applications, and predictive analytics tools. - Operationalize LLMs and GenAI agents, including prompt orchestration and chaining logic. - Track model versions, prompt iterations, and performance metrics to support continuous improvement. - Implement observability tools to monitor latency, token usage, hallucination rates, and user feedback. - Ensure compliance with internal governance policies around data security and ethical AI. - Set up alerting and rollback mechanisms to handle model or infrastructure failures. - Participate in code reviews and knowledge sharing sessions. - Participate in and plan/suggest improvement to the existing workflows that impact business and technical domains. Qualification Required: - Bachelors or Masters degree in Computer Science, Engineering, Data Science, or a related field. - 2-3 years of experience in ML engineering, MLOps, platform engineering or DevOps role with exposure to Gen AI/ML workflows. Additional Company Information: Donaldson Company emphasizes a commitment to solving complex filtration challenges and fostering a culture of innovation and collaboration. The company is dedicated to making meaningful contributions in the workplace and communities while offering opportunities for learning and effecting positive change. If you have any questions about the legitimacy of an employment opportunity at Donaldson, please reach out to talentacquisition@donaldson.com to verify that the communication is from Donaldson.,