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...
and MLOps professionals—covering model development, model serving, data pipelines, Kubeflow components, and Kubernetes operator...
-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...
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...
-scale machine learning workflows. Familiarity with MLOps tools and practices (e.g., MLflow, Kubeflow, Airflow...
frameworks (e.g., LangChain) Familiarity with vector databases Understanding of MLOps practices Excellent communication skills...
data platforms (e.g., AWS, GCP, Azure) for large-scale machine learning workflows. Familiarity with MLOps tools...
data platforms (e.g., AWS, GCP, Azure) for large-scale machine learning workflows. Familiarity with MLOps tools...
, 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...
, GCP) and distributed systems (Kubernetes, Ray, Slurm). Solid grasp of MLOps tools and practices (MLflow, model monitoring...
, Agentic framework, vectorDB, LLM, Experienced with CICD DevOps/MLOps. Hands on experience with cloud computing services...
). Experience with MLOps principles and tools (e.g., MLflow, Kubeflow) and deploying models into production environments....
. Strong written and verbal communication and interpersonal skills. Preferred: Experience with MLOps, CI/CD pipelines...
and Databricks. Strong background in ML evaluation and MLOps, including automated evaluation pipelines, CI/CD for ML...