Reliable Large-Scale ML Systems Developer

4 days ago

guntur, India beBeeMachineLearning Full time

Key ResponsibilitiesOur organization is seeking a skilled Machine Learning Engineer to spearhead the development and maintenance of large-scale, reliable ML systems.Collaborate with cross-functional teams to design and implement AI/ML features for an open-source Observability Platform built on Grafana and ClickHouse.Work closely with SREs, service owners, and observability SMEs to ensure scalable, reliable ML model deployment using best practices.Develop data pipelines using Databricks and related tools to support data-driven decision making.Implement CI/CD and MLOps processes to automate model deployment and testing, ensuring high-quality software delivery.Design and deploy ML infrastructure on AWS or Azure, leveraging cloud computing resources effectively.Establish standards for prompt integration and develop custom integrations between systems, enhancing observability capabilities.Analyze ML system performance and reliability issues using OpenTelemetry pipelines and observability metrics, providing actionable insights for improvement.Required Skills and QualificationsTo be successful in this role, you should possess:Extensive experience with machine learning algorithms and their implementation in production environments.Proficiency in programming languages such as Python, Java, or C++.Familiarity with data storage solutions like ClickHouse and database management systems.Knowledge of DevOps principles and tools for automated testing, continuous integration, and continuous deployment.Experience with cloud platforms like AWS or Azure, including their respective services and APIs.Strong analytical and problem-solving skills, with the ability to troubleshoot complex technical issues.Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams.BenefitsAs a Machine Learning Engineer at our organization, you can expect:A competitive salary and benefits package.The opportunity to work on challenging projects that drive business growth and innovation.A collaborative and dynamic work environment that fosters professional development and creativity.Access to cutting-edge technologies and tools, enabling you to stay up-to-date with industry trends and advancements.

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