and publications in scientific conferences and journals Collaborate with engineering teams to develop robust data pipelines of MLOps...
and MLOps professionals—covering model development, model serving, data pipelines, Kubeflow components, and Kubernetes operator...
, Agentic framework, vectorDB, LLM, Experienced with CICD DevOps/MLOps. Hands on experience with cloud computing services...
-edge AI techniques (including LLMs) to solve MSCI's diverse AI use cases Implement MLOps best practices and automated... Disaster Recovery (DR) Kubernetes & serverless pipelines IaC using Terraform Solid understanding of MLOps practices...
in production environments. 5+ years of hands-on experience in machine learning operations (MLOps), including pipeline automation...
MSCI's diverse AI use cases Implement MLOps best practices and automated systems for model deployment, monitoring... Terraform Solid understanding of MLOps practices, including model versioning, monitoring, A/B testing, CI/CD automation...
cost. Defining features, training and validation strategies, and MLOps processes (versioning, deployment, monitoring, model...
-scale machine learning workflows. Familiarity with MLOps tools and practices (e.g., MLflow, Kubeflow, Airflow...
data platforms (e.g., AWS, GCP, Azure) for large-scale machine learning workflows. Familiarity with MLOps tools...
-scale machine learning workflows. Familiarity with MLOps tools and practices (e.g., MLflow, Kubeflow, Airflow...
data platforms (e.g., AWS, GCP, Azure) for large-scale machine learning workflows. Familiarity with MLOps tools...
frameworks (e.g., LangChain) Familiarity with vector databases Understanding of MLOps practices Excellent communication skills...
, NeurIPS/ICLR/ICML, SIGGRAPH) or journals Experience with MLOps and infrastructure tools (Ray) Familiarity with 3D labeling...
for infrastructure optimization. Architect MLOps Middleware integration (dynamic workload migration, resource disaggregation). Build...) workloads. Multi-cloud & hybrid cloud deployments familiarity. MLOps platforms experience (Kubeflow, TFX, etc.). FinOps...
Monitor and Application Insights. MLOps & DevOps Enablement- Build CI/CD pipelines in Azure DevOps or GitHub for model... of MLOps, CI/CD, and infrastructure-as-code required; Experience with Copilot Studio and conversational AI integration...
, cloud processing efficiency, and Hardware-in-the-Loop (HiL) testing metrics. * Drive Data Quality & MLOps for Rapid..., or a closely related field is required. 2+ years of experience in software development, data engineering, or MLOps, with a focus...
, Agentic framework, vectorDB, LLM, Experienced with CICD DevOps/MLOps. Hands on experience with cloud computing services...
, GCP) and distributed systems (Kubernetes, Ray, Slurm). Solid grasp of MLOps tools and practices (MLflow, model monitoring...
). Experience with MLOps principles and tools (e.g., MLflow, Kubeflow) and deploying models into production environments....