in curating high-quality datasets for model training. Collaborate with the team to build and maintain robust MLOps pipelines... in the ADAS, autonomous driving, or robotics domains. Experience with model optimization and deployment (e.g., TensorRT...
for data ingestion, model training, validation, deployment, and monitoring. Automate workflows using CI/CD tools, manage... compression, inference optimization, and cost-efficient deployment strategies. DevOps & MLOps: Develop automated pipelines...
, microservices, and cloud-native solution patterns DevOps/MLOps fundamentals (CI/CD, model lifecycle management) Ability... security, access governance, and MLOps Oversee QA, testing, benchmarking, and performance evaluation of AI models and agent...
-functional engineering teams for integration and deployment. Cloud Services & Enterprise Deployment Develop and deploy... business requirements into technical solutions and present AI-driven proposals. Document architecture, workflows, and model...
) architectures and ChatBots. Model Deployment & APIs: Convert AI or ML models into high-performance RESTful APIs using frameworks... AI agent workflows to enhance user interaction and task automation. MLOps & Automation: Manage the full machine learning...
, and modular architectures for model training, fine‑tuning, inference optimization, and deployment. Define architecture blueprints..., autoscaling, monitoring, and cost optimization. Integrate MLOps, CI/CD pipelines, model registries, and observability frameworks...
) and MLops (deployment with CI/CD pipelines, monitoring, and model version control) is a plus Experience using data to monitor... about mechanical systems to aid in interpretation, analysis, and model building. Display drive and curiosity to understand the business...
-on experience with model deployment tools such as Docker, Flask, FastAPI, or cloud-based ML services (AWS SageMaker, GCP Vertex... of hands-on experience in the development and deployment of Machine Learning (ML) projects. Exposure to Computer Vision...
of AI pipelines, from data ingestion to model deployment and monitoring. Collaborate across domains to integrate AI/LLM capabilities...’s degree 3–4 years of hands-on experience in AI model development, deployment, and optimization. Strong command of Python...
of AI pipelines, from data ingestion to model deployment and monitoring. Collaborate across domains to integrate AI/LLM capabilities...’s or Master’s degree 3–4 years of hands-on experience in AI model development, deployment, and optimization. Strong command...
) and MLops (deployment with CI/CD pipelines, monitoring, and model version control) is a plus Experience using data to monitor... about mechanical systems to aid in interpretation, analysis, and model building. Display drive and curiosity to understand the business...
, and modular architectures for model training, fine-tuning, inference optimization, and deployment. Define architecture blueprints..., autoscaling, monitoring, and cost optimization. Integrate MLOps, CI/CD pipelines, model registries, and observability frameworks...
. Experience with MLOps, including model versioning, deployment, monitoring, and lifecycle management. Hands-on experience...
best practices for experiment tracking and model registry Build and orchestrate MLOps pipelines including CI/CD to automate data... ingestion and transformation, model (re-)training,(re-)deployment, inference and monitor Support the industrialization...
, microservices, and cloud-native solution patterns DevOps/MLOps fundamentals (CI/CD, model lifecycle management) Ability... security, access governance, and MLOps Oversee QA, testing, benchmarking, and performance evaluation of AI models and agent...
, Lambda) for model development, training, and deployment. · Design solutions that are secure, scalable, and cost-efficient...). · Experience with MLOps and model monitoring in production environments....
best practices for experiment tracking and model registry Build and orchestrate MLOps pipelines including CI/CD to automate data... ingestion and transformation, model (re-)training,(re-)deployment, inference and monitor Support the industrialization...
of AI pipelines, from data ingestion to model deployment and monitoring. Collaborate across domains to integrate AI/LLM capabilities...'s or Master's degree 3-4 years of hands-on experience in AI model development, deployment, and optimization. Strong command...
feature engineering pipelines and feature stores Understanding of MLOps workflows: model deployment, versioning, monitoring... Analytics: Build data infrastructure that supports AI/ML workloads including feature stores, training pipelines, and model...
SageMaker, including model training, deployment, monitoring, and optimization. Design and implement serverless architectures... years in a Solution Architect or Cloud Architect role. Strong hands-on experience with AWS SageMaker, including model...