We are building a high-performance machine learning engineering platform that powers scalable, data-driven solutions for enterprise environments. Your expertise in Python, performance optimization, and ML tooling will play a key role in shaping intelligent systems for data science and analytics use cases. Experience with MLOps, SaaS products, or big data environments will be a strong plus.
Design, build, and optimize components of the ML engineering pipeline for scalability and performance.
Work closely with data scientists and platform engineers to enable seamless deployment and monitoring of ML models.
Implement robust workflows using modern ML tooling such as Feast, Kubeflow, and MLflow.
Collaborate with cross-functional teams to design and scale end-to-end ML services across a cloud-native infrastructure.
Leverage frameworks like NumPy, Pandas, and distributed compute environments to manage large-scale data transformations.
Continuously improve model deployment pipelines for reliability, monitoring, and automation.
5+ years of hands-on experience in Python programming with a strong focus on performance tuning and optimization.
Solid knowledge of ML engineering principles and deployment best practices.
Experience with Feast, Kubeflow, MLflow, or similar tools.
Deep understanding of NumPy, Pandas, and data processing workflows.
Exposure to big data environments and a good grasp of data science model workflows.
Strong analytical and problem-solving skills with attention to detail.
Comfortable working in fast-paced, agile environments with frequent cross-functional collaboration.
Excellent communication and collaboration skills.
Experience deploying ML workloads in public cloud environments (AWS, GCP, or Azure).
Familiarity with containerization technologies like Docker and orchestration using Kubernetes.
Exposure to CI/CD pipelines, serverless frameworks, and modern cloud-native stacks.
Understanding of data protection, governance, or security aspects in ML pipelines.
Experience Required: 5+ years
InfraCloud is a premier technology company specializing in Cloud Native and Kubernetes Consulting Services. They help companies modernize applications and infrastructure with cloud native technologies for resilience and scalability. With a team of elit...
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