AWS Machine Learning Expert

4 weeks ago


Delhi, Delhi, India Tata Consultancy Services Full time
Job Title: AWS Machine Learning Expert

Experience Level: 7+ years

Location: New Delhi

Job Description:

We are seeking an experienced AWS Machine Learning Expert with a strong background in AI and ML technologies, specifically tailored for the public service sector. The ideal candidate will have over 7 years of experience working with cloud-based machine learning solutions, focusing on data-driven decision making to improve public services.

Key Responsibilities:

  • Develop and deploy machine learning models using AWS SageMaker for predictive analytics, public service improvements, and large-scale data processing.
  • Design and optimize data pipelines using AWS Glue, AWS Lambda, and AWS Data Pipeline to preprocess, clean, and transform large datasets for machine learning.
  • Integrate AWS AI services such as AWS Rekognition (for image/video analysis), Amazon Comprehend (for natural language processing), and Amazon Polly (for text-to-speech) in various public service applications.
  • Implement real-time data streaming, analysis, and decision-making systems using AWS Kinesis, AWS IoT, and Amazon Managed Streaming for Apache Kafka (MSK) for applications like traffic management or public safety monitoring.
  • Monitor and optimize machine learning models using AWS CloudWatch and SageMaker Model Monitor to ensure reliability and accuracy, and continuously improve performance through iterative model retraining and tuning.
  • Ensure data security and compliance with public sector standards using AWS Identity and Access Management (IAM), AWS Key Management Service (KMS), and Amazon GuardDuty for the protection of sensitive information.
  • Design scalable machine learning architectures using AWS Elastic Kubernetes Service (EKS) and AWS Fargate, ensuring high availability and fault tolerance for critical public services.
  • Collaborate with public sector stakeholders to understand their requirements, translate them into technical solutions, and provide actionable insights through data analysis and machine learning.
  • Manage and optimize AWS resource usage to ensure cost-efficient operations in large-scale public sector projects.

Required Skills and Expertise:

  • AWS Machine Learning Services:
  • Amazon SageMaker
  • AWS Rekognition
  • Amazon Comprehend
  • Amazon Lex/Connect (for conversational AI)
  • AWS Personalize
  • Amazon Forecast
  • AWS Deep Learning AMIs
  • Data Engineering:
  • AWS Glue
  • AWS Data Pipeline
  • Amazon Redshift
  • Amazon RDS / Aurora
  • Big Data Tools:
  • AWS EMR
  • AWS Kinesis
  • Amazon Athena
  • Amazon QuickSight
  • Security and Compliance:
  • AWS IAM
  • AWS KMS
  • Amazon GuardDuty
  • AWS Security Hub

Programming Languages: Python, R, Java, or Scala

DevOps and Automation: Familiarity with DevOps practices and tools, including AWS CloudFormation, AWS Code Pipeline, and CI/CD pipelines.



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