· Proficiency in ML/MLOps for AI application development and deployment · Advanced programming skills in C/C++ and Python... GenAI model fine-tuning and optimization of AI workloads for customer platforms. General Summary: Qualcomm stands at the...
to model development, deployment, and monitoring. Design, develop, and integrate generative AI solutions using foundation.... - Evaluate model behavior on relevance, bias, hallucination, and response quality via offline evaluations, shadow experiments...
framing, data exploration, model building, evaluation, and deployment. Explore and implement LLM and agentic AI applications... data pipelines and ensure model reliability in production. Mentor and guide junior data scientists/analysts, providing...
infrastructures. AI/ML & MLOps Engineering: Experience applying DevOps principles to Machine Learning pipelines (MLOps). Hands... pipelines, feature stores, data versioning, and experiment tracking. Experience building CI/CD/CT pipelines for ML model...
and data science teams, establishing MLOps pipelines for scalable model deployment and monitoring. Lead the architecture.... Oversee model lifecycle management, including experimentation, training, validation, deployment, and performance monitoring...
lifecycle management, versioning, evaluation, and rollback strategies. Lead model deployment using cloud-native tools (Azure... experimentation with GANs, VAEs, diffusion models, and transformer-based architectures. Implement robust LLMOps practices for model...
ingestion, feature engineering, model training, evaluation, deployment, and monitoring. Mentor junior data scientists..., clustering, and anomaly detection. Implement feature engineering, model optimization, hyperparameter tuning, and MLOps practices...
in setting up end-to-end MLOps processes, including model training, deployment, experiment tracking, and monitoring... design and the implementation of MLOps processes for automated model serving. You will play the role of a technology...
optimization, and cost-efficient deployment strategies. DevOps & MLOps: Develop automated pipelines for training, testing..., and deployment using AWS & Git Workflow CI/CD tools. Identify retraining phase of AI models based on Model/Data/Concept Drift...
Experience Qualifier (optional): Extensive experience in designing and managing MLOps infrastructure, model deployment... the design and implementation of enterprise-grade MLOps infrastructure, managing the full ML lifecycle including model...
Innovation Analytics & AIteam, responsible for managing the full machine learning lifecycle, including model deployment.... Essential Functions& Responsibilities: Description: Model Lifecycle Management & MLOps Pipeline Development - Manage the...
of MLOps practices including CI/CD, model versioning, and monitoring. Familiarity with cloud-based deployment... and innovation. Essential Functions & Responsibilities: Description: Model Engineering & Deployment: Design, build...
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...
best practices in MLOps, including CI/CD, model monitoring, retraining strategies, and operational readiness. Set clear standards... should be applied, what trade-offs to make, and how to take ownership from problem understanding to production deployment...
AI Stack (Cognitive Service, Fabrics AI, Copilot) Knowledge of MLOps, model deployment, and monitoring Familiarity..., performance, and accuracy of deployed AI systems Participate in model evaluation, optimization, and continuous improvement Embed...
, model development, application integration, and ongoing evaluation. You will collaborate closely with architects, and domain... AI paradigms—including AI agents, agent orchestration layer, model chaining, and self-evaluating systems. If you’re excited...
Languages: Python, PySpark, SQL MLOps/Lifecycle: MLflow tracking + model registry Engineering practices: CI/CD, code quality... with appropriate error handling, versioning, reproducibility, and deployment patterns. Build and maintain automated pipelines...
and maintain LLMOps / MLOps pipelines, covering model versioning, experimentation, deployment, rollback strategies, and environment... production‑grade, multi‑agent systems and conversational experiences, spanning orchestration, RAG design, model serving, real...
model training, deployment, monitoring, and optimization. Design and implement serverless architectures using AWS Lambda... in a Solution Architect or Cloud Architect role. Strong hands-on experience with AWS SageMaker, including model lifecycle...
management in production environments. Contribute to MLOps practices, including CI/CD pipelines for ML model deployment..., and optimization Generative AI, LLMs, RAG, Prompt Engineering MLOps (model deployment, monitoring, CI/CD) Data preprocessing...