| Senior Machine Learning Engineer/ "Data scientist " || (Must be local to Cincinnati, OH) || Hybrid || No H1B at Cincinnati, Ohio, USA |
| Email: [email protected] |
| Job Title: Senior Machine Learning Engineer Location: Cincinnati, OH (Hybrid) Duration: 12+ Months Contract Role Job Description: Requirements: Minimum 6 years of MLOps experience, proficient in various ML platforms Strong Python skills and familiarity with data science methodologies Experience with Google Cloud and Vertex AI, adaptable to other cloud technologies or open-source tools Excellent communication skills bridging technical and business domains Experience developing advanced techniques for recommender systems Hands-on experience with ML techniques like embedding-based retrieval, reinforcement learning, transformers, and LLMs Proficient in software engineering to lead recommender system model lifecycle Typical Duties: Collaborate with data scientists to integrate models efficiently into production systems Act as a liaison between data science, MLOps, and leadership for communication and goal alignment Develop, maintain, and manage scalable MLOps pipelines, focusing on Google Vertex AI Implement and manage Google Vertex AI's AutoML for high-quality models Utilize Vertex AI Pipelines for streamlined operations and continuous modeling Maintain expertise in ML technologies and platforms, integrating TensorFlow, PyTorch, scikit-learn, etc. Work with various machine learning models: vision, video, translation, NLP Manage, share, and reuse ML features at scale using Vertex AI Feature Store Implement feature stores as a central repository for transparency in ML operations Enable feature delivery with endpoint exposure while maintaining security Assist with data labeling and management for high-quality ML data Collaborate with data engineers and scientists to ensure data integrity and efficiency Ensure end-to-end integration from data to AI, utilizing BigTable/BigQuery Monitor ML models in production, identify improvements, and implement optimizations Stay updated with the latest MLOps and ML technology trends Keywords: artificial intelligence machine learning golang Ohio |
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| Mon Feb 19 19:50:00 UTC 2024 |