(this is not a data science role), 2) Deep FastAPI expertise and Python async programming, 3) Understands ML model serving patterns... (Prometheus) Load testing results Required Expertise Python and FastAPI ML model deployment Redis caching API performance...
learning ML fundamentals Our Stack: Core: Python | PyTorch/TensorFlow | Scikit-learn | FastAPI/Flask | Git | Bash... and data workflows Production-grade models serving real users at scale MLOps infrastructure for training, deployment...
\n ⢠Scalable ML pipelines and data workflows \n \n \n ⢠Production\-grade models serving real users at scale \n... ⢠AI\/ML Production \- Built and deployed 2\-3+ ML models serving real users, not just experiments \n \n \n ⢠Cloud...
Our Stack Core: Python | PyTorch/TensorFlow | Scikit-learn | FastAPI/Flask | Git | Bash/PowerShell ML/AI Tools: MLflow... Production-grade models serving real users at scale MLOps infrastructure for training, deployment, and monitoring...
. - Ensures scalable and reliable model serving using tools like Vertex, Databricks, TensorFlow Serving, Flask, or FastAPI... and resource usage. - Deploys ML models to production environments and manages model versioning and rollback mechanisms...
, Databricks, TensorFlow Serving, Flask, or FastAPI, ensuring the infrastructure can scale to meet the growing demands as the.... - Monitors and optimizes model training performance and resource usage. - Deploys ML models to production environments...
platforms and APIs to support AI/ML workloads, including model serving and data pipelines. Proficiency in Python and backend... and microservices that support AI/ML workflows, model serving, and inference pipelines at enterprise scale. Drive end-to-end backend...
model-serving endpoints (e.g., with Gradio or FastAPI) to enable researchers and internal users to experiment with models... and internal research codebases, crafting core infrastructure that supports our foundation model research and deployment...
on transforming data science experiments into scalable production-ready AI services. · Build and optimize robust model serving... latest trends, technologies, and best practices in the Python ecosystem, software engineering, and MLOps/AI infrastructure...
in e-commerce, supply chain, or B2B platforms Nice to Have Familiarity with ML model serving patterns and APIs Experience...-party services Data Pipeline Interfaces: Create efficient interfaces for ML/AI model consumption, real-time analytics...
like TensorFlow or PyTorch Knowledge of ML model deployment options (e.g., Azure Functions, FastAPI, Kubernetes) for real-time...-driving initiatives for the company Design and develop feature engineering pipelines, build ML & AI infrastructure, deploy...
pipelines to proprietary data funnels. The broader team works on a modern Growth Services infrastructure built on FastAPI...: Python, FastAPI, SQLAlchemy, Pydantic, PostgreSQL, Redis Frontend (if applicable): Next.js 14, React, TypeScript, Tailwind...
Storage, PubSub, Dataflow, Dataproc, etc.) Exposure to model serving frameworks such as LLM and FastAPI and GCP services used... for model and API serving such as Cloud Run and GKE The position described above provides a summary of some the job duties...
Python, FastAPI, LangChain, and AWS SDKs. Create reusable connectors and orchestration layers for multi-model agents (Claude... engineering (LLMs, RAG, Bedrock, or similar). Strong coding proficiency in Python (LangChain, FastAPI, boto3) and solid experience...
Storage, PubSub, Dataflow, Dataproc, etc.) Exposure to model serving frameworks such as LLM and FastAPI and GCP services used... for model and API serving such as Cloud Run and GKE The position described above provides a summary of some the job duties...
teams to operationalize data pipelines supporting ML model training and inference. Deep understanding of how data... modernization of Kroll's data ecosystem, ensuring that infrastructure, architecture, and operations enable trusted, real-time...
tolerance, security, and deployment strategy (containers, serverless, or VMs). AI integration: design and implement AI/ML... production-grade systems. Strong programming skills in at least one backend language: Java, C#, Python, Node.js (TypeScript...
tolerance, security, and deployment strategy (containers, serverless, or VMs). AI integration: design and implement AI/ML... production-grade systems. Strong programming skills in at least one backend language: Java, C#, Python, Node.js (TypeScript...
Qualifications: Experience in scaling AI-driven products from concept to production. Experience with ML pipelines: model... deployment, model serving, and debugging. Experience with other programming languages (e.g., Java, Go, C++). Experience...
training infrastructure, model serving, and MLOps pipelines Extensive experience with cloud platforms (GCP, AWS, Azure...) and container orchestration (Kubernetes, Docker) Deep expertise in Python and frameworks such as TensorFlow, PyTorch, FastAPI...