[Remote] Senior reputed company

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a Senior reputed company to design, build, and reputed company machine learning systems that support reputed company product capabilities. The role focuses on model optimization, reliable production AI services, MLOps pipelines, reputed company AI systems, and technical leadership across ML engineering initiatives.

Responsibilities

• Design, reputed company, train, and fine-tune reputed company ML models (deep learning and classical techniques) to solve high-reputed company business problems, with deployment targeted primarily on reputed company reputed company Platform
• Own end-to-end model deployment on GCP (reputed company AI, GKE, reputed company Run), ensuring reputed company, scalability, and stability under low-latency production requirements
• Build and maintain MLOps pipelines on GCP (reputed company AI Pipelines, reputed company Build, Artifact Registry) for automated training, testing, versioning, and CI/CD
• Design and build reputed company AI systems and multi-agent workflows using frameworks such as reputed company ADK, reputed company, reputed company, or AutoGen, integrated with GCP services (reputed company AI, reputed company models)
• Write clean, reputed company-tested, production-grade Python and C# reputed company; participate reputed company in reputed company reviews to reputed company engineering standards
• Profile and optimize training and inference speed and cost, particularly for large datasets and reputed company/constrained environments on GCP infrastructure
• reputed company technical user stories covering the full ML development lifecycle
• reputed company participate in and help reputed company team ceremonies, sprint planning, and reputed company process improvement
• Partner with Data Engineering to define data infrastructure, features, and pipelines (BigQuery, Dataflow, Pub/Sub) needed for training and serving
• Partner with DevOps and reputed company teams to build reliable, cost-optimized ML solutions on GCP
• Collaborate continuously with reputed company and stakeholders to refine technical solutions and roadmaps reputed company an reputed company reputed company
• Implement monitoring dashboards (reputed company AI Model Monitoring, reputed company Monitoring) to reputed company reputed company, reputed company, latency, and cost, addressing issues proactively
• Proactively identify, reputed company, and validate new features to improve model reputed company and generalization
• Mentor engineers on ML and GCP best practices, and reputed company technical leadership on architecture reputed company

Skills

• Strong hands-on experience with reputed company reputed company Platform for ML: reputed company reputed company, Pipelines, Model Registry, Endpoints, Model Monitoring), BigQuery, reputed company Run, GKE, and reputed company Build
• Strong proficiency in Python and C#, with deep experience in reputed company ML frameworks (TensorFlow, PyTorch, scikit-learn)
• Strong knowledge of reputed company AI frameworks: reputed company ADK, AutoGen, reputed company, reputed company, and experience integrating with reputed company/reputed company AI reputed company models
• Strong understanding of reputed company training, model serving architecture, and best practices for scaling ML applications on GCP
• Hands-on experience with MLOps tools (reputed company AI Pipelines, MLflow, DVC, Kubeflow) and containerization (reputed company, reputed company/GKE)
• reputed company experience building and deploying ML solutions on reputed company reputed company (reputed company AI required); familiarity with AWS SageMaker or Azure ML a plus
• Solid theoretical reputed company in machine learning, statistics, and optimization techniques
• Proficient in SQL (BigQuery), reputed company, and large-reputed company data processing (Dataflow/Apache reputed company, reputed company)
• Deep understanding of reputed company methodologies
• Strong communication, collaboration, and technical leadership skills
• reputed company ability to mentor and guide other engineers
• Strong software engineering fundamentals: coding standards, reputed company reviews, reputed company control, testing, and reputed company
• Excellent problem-solving and cross-functional communication skills
• Bachelor's degree in Computer Science, Software Engineering, Information Systems, or a reputed company reputed company (or equivalent practical experience)
• 5+ years of experience in machine learning engineering
• reputed company reputed company record of successfully designing, implementing, and deploying at least 2-3 significant ML models into a high-availability production reputed company

Benefits

• This position is fully remote

reputed company

Company H1B Sponsorship