training, deployment, and monitoring Lead technical decisions for critical ML platform components MLOps & Infrastructure...-performance model serving solutions handling millions of predictions per second Build robust, scalable systems for model...
, with a strong focus on advancing machine learning, MLOps, and AutoML practices to optimize operational workflows and model lifecycle... for accelerated model development. Advanced Analytics: Oversee the deployment of predictive models, machine learning algorithms...
programs at scale. Strong understanding of AI technologies: ML model development & deployment Predictive analytics, NLP... of AI programs—from concept through deployment—working cross-functionally with engineering, product, operations, and business...
preprocessing, feature engineering, and model evaluation techniques. Experience in configuring build and deployment systems Docker... of version control, CI/CD pipelines, and best practices for ML model deployment. Familiarity with deep learning basics...
for AI/ML and GenAI initiatives, ensuring adherence to standards. Provide expert leadership in model deployment strategies, GPU... for observability, metadata management, model registries, etc. across the AI lifecycle. Partner with security, risk, and compliance...
and Generative AI solutions. You will design, deliver, and maintain robust development and deployment pipelines for high-impact... Responsibilities Develop and operationalize ML and GenAI pipelines to enable scalable, reliable, and secure deployment of AI models...
preprocessing, feature engineering, and model evaluation techniques. Experience in configuring build and deployment systems Docker... of version control, CI/CD pipelines, and best practices for ML model deployment. Familiarity with deep learning basics...
model deployment and monitoring - System Administration - Proven track record of implementing CI/CD pipelines - Automation... of MLOps principles and practices - Data Analysis - Experience with ML frameworks (TensorFlow, PyTorch) - Machine Learning...
AI solutions using Python to enhance automation and decision-making processes. Oversee the design, deployment, and management...-based model training, evaluation, and optimization. Analyze and interpret data to evaluate model performance and identify...
MLOps: Model orchestration, CI/CD integration, automated retraining pipelines Cloud Platforms: AWS, Azure, GCP (AI/ML... model performance, drift, toxicity, and data leakage. Implement MLOps best practices for AI lifecycle management — training...
AI solutions, including: LLM-powered applications and services Agentic workflows and orchestration frameworks Model... integration, evaluation, and lifecycle management MLOps / LLMOps practices Experience partnering with Data Science...
deployment and infrastructure maintenance Ensure Model performance, uptime, and scale, maintaining high standards of code...) and MLOps tools (MLflow, SageMaker). Strong understanding of data engineering pipelines, ETL processes, and real-time data...
GenAI model fine-tuning and optimization of AI workloads for customer platforms. Job Title: Automotive Embedded Software... • Experience with PyTorch, TensorFlow, or other machine learning frameworks • Proficiency in ML/MLOps for AI application...
team, check with the candidate whether he/she has worked on model deployment, model refresh, model versioning... or maintaining statistical models or not Requirements Worked on MLOps or not (Even if the candidate has never been part of MLOps...
in most situations without guidance AI & Machine Learning Data Analysis Machine Learning Pipelines Model Deployment Specialized..., optimization techniques and model evaluation Experience with LLMs, Transformer architectures (BERT, GPT, LLaMA, Mistral, Claude...
into production systems Run machine learning tests and experiments Experience with MLOps practices (model deployment, monitoring... and maintenance of business software solutions to ensure successful deployment of released applications. This role participates...
and deployment. Key Responsibilities: Architect GenAI Solutions: Design and develop robust architectures for generative.... End-to-End Ownership: Oversee the full lifecycle of GenAI projects from requirements gathering, model selection/training...
. Implement CI/CD pipelines for model deployment and service delivery using Azure DevOps, GitHub Actions, or similar tools... (e.g., Pinecone, Weaviate, Qdrant, Azure AI Search). Exposure to MLOps practices and production-level deployment...
and platforms (e.g., MLflow, SageMaker, Vertex AI) for scalable model deployment. Ability to evaluate and select appropriate... predictive analytics, intelligent routing, and operational insights good to have/highly preferred. Experience with MLOps tools...
to production deployment. Collaborate with Data Scientists and MLOps engineers to build scalable AI and machine learning pipelines.... AI Governance & Strategy Define and implement frameworks for AI governance, including ethical AI guidelines, model lifecycle...