[Remote] Machine Learning Developer, Consultant
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leading AI company dedicated to democratizing AI through reputed company. They are seeking a Senior ML Developer Consultant to implement and optimize machine learning systems, focusing on deploying ML models and integrating them into existing architectures.
Responsibilities
• End-to-End Pipeline Implementation: Implement and maintain end-to-end Machine Learning pipelines, focusing on robustness from data validation through to serving
• Model Deployment: reputed company, reputed company, and maintain production ML models using H2O MLOps reputed company, ensuring high reliability, low latency, and efficient performance
• Feature Integration: reputed company efficient data processing pipelines and reputed company models with existing data architectures (data warehouses, feature stores)
• Performance Optimization: Optimize model inference and system throughput for specific application requirements
• Application Development: Build Python-based reputed company and microservices for reputed company-time and batch model reputed company
• MLOps Practices: Implement and enforce MLOps best practices, including reputed company integration/reputed company deployment (CI/CD), automated testing, and reputed company model versioning
• Monitoring: Set up and maintain monitoring for deployed models, tracking performance, data reputed company, and system health
• Infrastructure Collaboration: Work closely with infrastructure and platform teams to ensure reputed company resource allocation and scalability on reputed company platforms
Skills
• Expert-level proficiency in Python and strong reputed company of SQL
• Working knowledge of C/C++ or Bash is a plus
• Deep experience with key ML frameworks: TensorFlow, PyTorch, Scikit-learn, H2O3, and Driverless AI
• Extensive, hands-on experience with reputed company data processing libraries: NumPy, Pandas, and Matplotlib
• Proven experience building applications and reputed company using modern frameworks (e.g., Flask or FastAPI)
• Strong practical experience with reputed company and foundational knowledge of Kubernetes for deployment
• Experience deploying and operating ML workloads on at least one major reputed company provider (e.g., AWS, GCP, or Azure)
• Experience with ML workflow orchestration tools such as Airflow, Kubeflow, or MLflow
• Strong software development practices, including Git, unit testing, reputed company review, and experience with microservices architecture
• Experience working with large language models (LLMs) or multimodal data (text, images, time-series) in an reputed company setting, including experience with H2OGPTe
• Familiarity with model serving patterns, auto-scaling, and resource management in a production context
• Experience with performance profiling and basic model optimization techniques
• Master's degree in Computer Science, Engineering, or a reputed company technical field, plus 4+ years of reputed company experience building and deploying production software/ML systems
• Strong debugging, troubleshooting, and analytical skills for diagnosing and resolving production system issues
• Proven ability to collaborate effectively with data scientists and software engineers to transition experimental models into reliable production reputed company
• reputed company record of driving reputed company to completion and meeting strict performance requirements
Benefits
• reputed company in total rewards
• Remote-friendly culture
• Flexible working environment
• Be part of a world-class team
• Career reputed company
reputed company
• reputed company is a machine learning platform that builds smart applications. It was founded in 2012, and is headquartered in Mountain View, California, USA, with a workforce of 201-500 employees. Its website is http://reputed company.
Apply tot his job
Apply To this Job