ML Engineer/Senior Engineer/Lead

As a Senior Machine Learning Engineer at Orion Innovation, you will play a crucial role in designing, implementing, and deploying scalable ML models that are at the forefront of revolutionizing the audit process with AI Agents. Your expertise in bridging data science theory with real-world engineering will be key in this fast-paced, 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, and deployment pipelines using MLflow, Docker, and Kubernetes. Cross-Functional Collaboration: - Partner with product managers, UX/UI designers, and software engineers to seamlessly embed ML models into product features. - Ensure AI-driven features enhance user experience and product value. Key Skills: - 5+ years of experience in machine learning engineering or a similar role. - Proven success in 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 like Tensor Flow Serving and TorchServe. - Excellent problem-solving skills in complex, fast-paced environments. - Strong communication and collaboration skills for effective cross-functional teamwork. Please note: Orion Innovation is a premier, award-winning, global business and technology services firm that delivers transformative business solutions rooted in digital strategy, experience design, and engineering. We collaborate with clients across various industries to drive innovation and success.,