ML Engineer/Senior Engineer/Lead

5 - 9 years

0 Lacs

Posted:3 weeks ago| Platform: Shine logo

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On-site

Job Type

Full Time

Job Description

As a Senior Machine Learning Engineer at Orion Innovation, you will play a crucial role in designing, implementing, and deploying scalable ML models to power AI Agents transforming the audit process. Your expertise will bridge the gap between data science theory and practical engineering in a dynamic cloud-native environment. **Key Responsibilities:** - Deploy, monitor, and manage ML models in a cloud infrastructure to ensure high performance and availability. - Implement robust model serving using tools such as Tensor Flow Serving, Torch Serve, etc. - Collaborate closely with data scientists to transition experimental models into production-ready systems. - Optimize models for scalability, performance, and resource efficiency. - Design and maintain ETL pipelines for efficient data ingestion and transformation. - Utilize SQL, Python, and Azure technologies for robust data workflows. - Evaluate and enhance existing models and ML infrastructure. - Apply the latest ML research, tools, and industry best practices. - Implement ML lifecycle best practices including version control, testing, monitoring deployment pipelines using MLflow, Docker, and Kubernetes. **Key Skills:** - 5+ years of experience in machine learning engineering or a similar role. - Proven track record of deploying ML models in production environments. - Strong proficiency in Python and SQL. - Hands-on experience with Docker, Kubernetes, Azure ML or similar cloud ML platforms, MLflow, CI/CD pipelines, and model serving frameworks. - Excellent problem-solving skills in complex, fast-paced environments. - Strong communication and collaboration skills for effective cross-functional teamwork. Orion Innovation is a global business and technology services firm known for delivering transformative business solutions rooted in digital strategy, experience design, and engineering. With a diverse client base spanning various industries, Orion provides an agile, scalable, and mature approach to driving innovation. If you are ready to take on this exciting opportunity to revolutionize the audit process with AI Agents and contribute to cutting-edge machine learning solutions, apply now to join our innovative team at Orion Innovation.,

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