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Data Scientist (Gen AI)

  • Source: Naukri
  • EY
  • On-site
  • Bengaluru
  • Full-Time
  • Mid level

Job Description

The opportunity

We are seeking an experienced Senior AI Developer with 5-8 years of professional experience. He needs to be passionate about D&A and technology. With a deep understanding of data processing, data structure, algorithms, and machine learning. AI Architect will develop and implement the company’s AI capabilities and solutions.

Your key responsibilities

  • Design and implement AI/Gen AI applications, systems, and infrastructure across major clouds (Azure, AWS and GCP)
  • Collaborate with data engineers & build AI/ML models.
  • Collaborate with clients & stakeholders to translate business and functional requirements into robust, scalable, operable solutions.
  • Participate in architectural decisions, contribute to the development of architectures for industry-wide use cases, and design architectures for AI/ML and Generative AI
  • Set the standards for engineering best practices.
  • Identify opportunities where generative AI can provide value and solve business problems.
  • Responsible for creating POCs and POVs across horizontals and industry use cases.
  • Write high-quality, efficient, testable code in Python and other languages.
  • Stay up to date with the latest AI trends and evaluate state-of-the-art AI technologies/framework to drive innovation.
  • Facilitate design and architecture workshops and mentor AI engineers in coding best practices and problem-solving.

Skills and Attributes

Professional Experience

  • A minimum of 5-8 years in building and deploying AI and Gen AI solutions on-premises or on cloud platforms.

Preferred / GoodtoHave Skills

  • Hand-on experience in deploying AI/ML solutions on different cloud platforms like Azure, AWS and/or Google Cloud.
  • Experience in using and orchestration LLM models on cloud platforms i.e., OpenAI @ Azure/AWS Bedrock/ GCP Vertex AI or Gemini AI
  • Experience in Agentic frameworks building and deploying (e.g. Semantic Kernel, CrewAI, LangGraph etc.)
  • Experience in writing SQL and data modelling.
  • Experience in designing and implementation of AI solution using microservice based architecture.
  • Understanding of machine learning, deep learning, NLP and GenAI.
  • Strong programming skills in Python and/or pyspark.
  • Proven experience in integrating authentication security measures within machine learning operations and applications.
  • Excellent problem-solving skills and ability to connect AI capabilities to business value.
  • Strong communication and presentation skills.
  • Proven experience in AI/ML solution deployment process on Kubernetes, Web Apps, Databricks or on similar platforms.
  • Familiarity with MLOps concepts and tech stack. Good to know code versioning, MLFlow, batch prediction and real-time end point workflows.
  • Familiarity with Azure DevOps / GitHub actions/ Jenkins / Terraform / AWS CFT etc.
  • Familiarity with Responsible AI concepts
  • strong Background in Azure Based AI and Data technologies is a must.
  • Knowledge of other Hyperscalars will be additional Advantage

Other Responsibilities:

  • Manage end to end project delivery- scoping, solutioning, designing, developing, testing, deploying or maintaining.
  • Ensuring the solutions meet the client requirements and expectations.
  • Communicate effectively with the clients and internal stakeholders throughout the project.
  • Identify new opportunities and generate proposals for potential clients.
  • Present the solutions and showcase the value proposition to senior stakeholders.

Skills

  • microsoft-azure
  • amazon-web-services
  • google-cloud-platform
  • Python
  • bedrock
  • vertex
  • Gemini
  • crewai
  • LangGraph
  • pyspark
  • Kubernetes
  • azure-databricks
  • databricks
  • ml-flow
  • mlflow
  • azure-devops
  • Github
  • github-actions
  • Jenkins
  • Terraform

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