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AI Data Architect

  • Source: LinkedIn
  • Tata Consultancy Services
  • On-site
  • Hyderabad
  • Full-Time
  • Mid level

Job Description

Job Title: AI Data Architect

Experience Required: 8 to 15 Years

Role Overview: We are seeking an inventive Data Architect for AI with 8–15 years of experience to lead the strategic design and implementation of enterprise-scale AI solutions. This role requires deep expertise in designs, develops, and deploys scalable and secure data architectures on cloud platforms to support AI & ML initiatives. They bridge the gap between business needs and technical implementation by creating the necessary infrastructure for data processing, model training , and inference . This role requires expertise in cloud services, distributed computing, that handle large datasets and complex workloads for AI/ML frameworks, and MLOps to build robust systems

Key Responsibilities:

  • Architectural and Design: Create and document scalable, secure, and cost-effective data architecture in the cloud (AWS/Azure/GCP) to support AI/ML data workloads.
  • Solution development: Build, optimize, and deploy end-to-end data solutions, such as recommendation data processing engines and data analytic engines.
  • Data Engineering: Proficiency in Data pipelines, ETL processes, Big Data Analytics and data management (SQL, NoSQL, data cleaning).
  • Technical implementation: Select and implement appropriate technologies, including data lakes, batch processing, real-time processing systems and MLOps tools.
  • Collaboration Work with stakeholders, data scientists, and other teams to translate business requirements into technical specifications and ensure successful technical delivery.
  • System management: Ensure the reliability, performance, and security of Data & AI intensive systems.

Skills:

  • Cloud Platforms Deep knowledge and expertise in cloud data services and ANY ONE cloud platforms (AWS or Azure OR Google Cloud).
  • Data and analytics Experience in ANY ONE of the following data platforms, Data modeling, and Distributed computing frameworks.
  1. Databricks
  2. Snowflake
  • AI/ML knowledge Experience in machine learning frameworks, platforms, and MLOps (Machine Learning Operations) practices.
  • Programming and scripting Proficiency in languages like Python, Spark and SQL for data manipulation and system development.
  • Technical communication Strong ability to document architectures and communicate complex technical concepts to both technical and non-technical audiences.

Experience with ANY ONE of the following Cloud Native Data Services :

  • Azure Azure Data Factory, MS Fabric, Azure Databricks, Azure Synapse Analytics, Datalake Gen2, Stream Analytics and Azure Dedicated SQL Pool (ADW),
  • AWS AWS Glue, AWS S3, AWS Athena, AWS Kinesis and AWS Redshift / EMR
  • Google Cloud Platform (GCP) GCP Dataproc, GCP DataFlow, GCP BigQuery, GCP Cloud Storage, Cloud SQL and Pub Sub.
  • Other public cloud platforms such as Snowflake, Hadoop…

Qualifications:

  • Bachelor’s or Master’s degree in Engineering or Technology.
  • Proven track record of delivering enterprise Data solutions on a scale.
  • Strong understanding of Data models and Data pipelines and cloud-native data architectures.
  • Excellent communication, stakeholder management, and leadership skills.

Skills

  • scaleai
  • amazon-web-services
  • microsoft-azure
  • google-cloud-platform
  • azure-databricks
  • databricks
  • Snowflake
  • Python
  • Spark
  • azure-data-factory
  • azure-synapse
  • microsoft-azure-synapse
  • azure-synapse-analytics
  • aws-glue
  • amazon-s3
  • amazon-athena
  • amazon-kinesis
  • amazon-redshift
  • amazon-emr
  • Hadoop
  • apache-hadoop

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