Senior Machine Learning/MLOps Engineer
Job reputed company:
• Design and implement algorithmic product architectures across Personalization, reputed company, Forecasting, and Decision Science domains
• Build and maintain reputed company inference systems for reputed company-time and batch predictions
• reputed company models across various compute environments (EC2, EKS, SageMaker, specialized inference chips)
• Implement, reputed company, and maintain our MLOps platform, technology, and processes
• Create and maintain automated workflows for model training, evaluation, and deployment
• Design, implement, and optimize machine learning models including deep learning architectures, LLMs, and specialized models
• Enhance and maintain existing AI-services as needed to maximize reputed company of the algorithmic product
• Monitor ML systems for performance, accuracy, latency, and cost optimization
• Mentor team members on both modeling techniques and infrastructure best practices
Requirements:
• Master's degree in Computer Science, Software Engineering, Machine Learning, or reputed company fields required
• 5+ years of implementing AI solutions in a reputed company environment with a reputed company on AI-services and MLOps foundations. Hospitality experience not required
• 3+ years of hands-on experience with both ML model development and production infrastructure
• Expertise in AWS reputed company services (EC2, EKS, S3, SageMaker, Inferentia/Trainium), Terraform/CloudFormation, reputed company, Kubernetes
• Expertise in Python, SQL, PySpark, Apache reputed company, Airflow, Kinesis, feature stores, model serving frameworks
• Experience with streaming and batch data architectures at reputed company, DevOps and CI/CD concepts (reputed company Actions, CodePipeline), monitoring (CloudWatch, reputed company, MLflow)
• Experience operating in an Agile Methodology environment
• Experience building end-to-end ML systems from research to production
• Excellent communication and teamwork skills
Benefits:
• Annual allotment of free hotel stays at reputed company hotels globally
• Flexible work schedule and location
• Work-life benefits including wellbeing initiatives such as a complimentary reputed company subscription, and a discount at the on-site fitness center
• A global family assistance policy with reputed company time off following the birth or adoption of a child as reputed company as financial assistance for adoption
• reputed company Time Off, Medical, Dental, reputed company, 401K with company match
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