Senior Cloud Machine Learning Architect

1 day ago

Bengaluru Bangalore Thiruvananthapuram Trivandrum Mumbai, India beBeeArchitect Full time ₹ 15,00,000 - ₹ 20,00,000
Cloud ML Solutions Architect">

We are seeking a skilled Cloud ML Solutions Architect to implement and develop cloud machine learning solutions on AWS. The ideal candidate will have 6+ years of relevant hands-on technical experience in this field.

Key Responsibilities:">
  • Develop and implement cloud ML solutions on AWS using various services such as Sagemaker, Lambda functions, etc.
  • Collaborate with cross-functional teams to understand their requirements and implement solutions.
  • Design software architecture as required and manage MLOps principles and best practices for Gen AI models.

Requirements:

Required Skills and Qualifications:">
  • Hands-on experience on AWS Machine Learning services, including training jobs, real-time and batch inference, and processing jobs.
  • Experience with LLMs, specifically LLama2, and Generative AI (GAI) frameworks such as vertexAI, OpenAI, and AWS Bedrock.
  • Strong familiarity with higher-level trends in LLMs and open-source platforms.
  • Prompt Engineering: Engineer prompts and optimize few-shot techniques to enhance LLMs performance on specific tasks.
  • Model Evaluation Optimization: Evaluate LLMs zero-shot and few-shot capabilities, fine-tuning hyperparameters, ensuring task generalization, and exploring model interpretability.
  • Response Quality: Collaborate with ML and Integration engineers to leverage LLMs pre-trained potential, delivering contextually appropriate responses.
  • Knowledge of NLP techniques for text representation and modeling.
  • Ability to create end-to-end solution architecture for model training, deployment, and retraining using native AWS services.

Good to Have:

Preferred Skills and Qualifications:">
  • Experience working with customers/workloads in the Edtech domain with use cases.
  • Experience with software development.

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