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Senior Data Engineer (with AI/ML experience)

  • Source: Naukri
  • IDT Corporation
  • Remote
  • Pune
  • Full-Time
  • Senior

Job Description

We are looking for a skilled Senior Data Engineer (with AI/ML exposure)  to join our BI team and take an active role in designing, building, and maintaining the end-to-end data pipeline, architecture and design that powers our warehouse, LLM-driven applications, and AI-based BI. If you’re looking for a company that will give you the maximum flexibility in choosing a location to work, this opportunity is for you!

* The interview process will be conducted in English.

Responsibilities:

  • Design, develop, and maintain scalable data pipelines to support ingestion, transformation, and delivery into centralized feature stores, model-training workflows, and real-time inference services.
  • Design, optimize, and maintain robust ETL/ELT pipelines and data structures within our cloud data warehouse (Snowflake/Redshift) to support core Business Intelligence.
  • Build and optimize workflows for extracting, storing, and retrieving semantic representations of unstructured data to enable advanced search and retrieval patterns.
  • Architect and implement lightweight analytics and dashboarding solutions that deliver natural language query experience and AI-backed insights.
  • Define and execute processes for managing prompt engineering techniques, orchestration flows, and model fine-tuning routines to power conversational interfaces.
  • Oversee vector data stores and develop efficient indexing methodologies to support retrieval-augmented generation (RAG) workflows.
  • Partner with data stakeholders to gather requirements for language-model initiatives and translate into scalable solutions.
  • Create and maintain comprehensive documentation for all data processes, workflows and model deployment routines.
  • Should be willing to stay informed and learn emerging methodologies in data engineering, MLOps and LLM operations.

Requirements:

  • Senior Data Engineer with 6-7+ years of experience in building scalable data infrastructure and 1-2 years of hands-on exposure to AI/ML workflows.
  • Excellent English communication skills.
  • Hands-on experience with big data technologies including Apache Spark, Hadoop, and Kafka for distributed processing and real-time data ingestion.
  • Experience designing complex data pipelines extracting data from RDBMS, JSON, API and Flat file sources.
  • Demonstrated skills in SQL and PLSQL programming, with advanced mastery in Business Intelligence and data warehouse methodologies, along with hands-on experience in one or more relational database systems and cloud-based database services such as Snowflake/Redshift.
  • Effective oral and written communication skills with BI team and user community.
  • Demonstrated experience in utilizing python for data engineering tasks, including transformation, advanced data manipulation, and large-scale data processing.
  • Deep understanding of vector databases and RAG architectures, and how they drive semantic retrieval workflows.
  • Skilled at integrating open-source LLM frameworks into data engineering workflows for end-to-end model training, customization, and scalable inference.
  • Experience with cloud platforms like AWS or Azure Machine Learning for managed LLM deployments.
  • Understanding of software engineering principles and skills working on Unix/Linux/Windows Operating systems, and experience with Agile methodologies.
  • Proficiency in version control systems, with experience in managing code repositories, branching, merging, and collaborating within a distributed development environment.
  • Interest in business operations and comprehensive understanding of how robust BI systems drive corporate profitability by enabling data-driven decision-making and strategic insights.

Pluses:

  • Experience with vector databases such as DataStax AstraDB, and developing LLM-powered applications using popular open source frameworks like LangChain and LlamaIndexincluding prompt engineering, retrieval-augmented generation (RAG), and orchestration of intelligent workflows.
  • Familiarity with evaluating and integrating open-source LLM frameworkssuch as Hugging Face Transformers/LLaMA-4 across end-to-end workflows, including fine-tuning and inference optimization.
  • Knowledge of MLOps tooling and CI/CD pipelines to manage model versioning and automated deployments.

What we offer:

  • Remote work opportunity!
  • B2B Employment ($, gross) or full-time employment option.
  • Stable job with long-term growth perspective.
  • Competitive sal…

Skills

  • Snowflake
  • Spark
  • Hadoop
  • apache-hadoop
  • Kafka
  • JSON
  • Python
  • amazon-web-services
  • microsoft-azure
  • amazon-machine-learning
  • azure-machine-learning
  • datastax
  • LangChain
  • hugging-face
  • Transformers
  • meta-llama
  • llama
  • llama-4

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