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Svitla - Senior Data & AI/ML Engineer

Svitla Systems, Inc.
Pune
7 - 9 Years

Posted on: 13/11/2025

Job Description

Description :


Job Title : Sr Data AI/ML Engineer.


Location : Remote.


Skillset : Azure, Data Eng., Python.

Job Description :

Responsibilities :

Your Day-to-Day responsibilities include :


- Design and development of systems for the maintenance of the Azure Databricks, ETL processes, business intelligence and data ingestion pipelines for AI/ML use cases.


- Build, scale, and optimize GenAI and ML workloads across Databricks and other production environments, with strong attention to costefficiency, compliance, and robustness.


- Build ML pipelines to train, serve, and monitor reinforcement learning or supervised learning models using Databricks and MLFlow.


- Create and support ETL pipelines and tables schemas in order to facilitate the accommodation of new and existing data sources for the Lakehouse on Databricks.


- Maintain data governance and data privacy standards.


- Collaborate with data architects, data scientists, analysts and other business consumers to quickly and thoroughly analyze business requirements to populate the data warehouse, optimized for reporting and analytics.


- Perform root cause analysis on internal and external data and processes to answer specific business questions and identify opportunities for improvement.


- Maintain technical documentation and mentor junior data engineers on best practices in data engineering and Lakehouse architecture.


- Drive innovation and contribute to the development of cutting-edge Generative AI and analytical capabilities for the client's Next-Gen research enablement platform.

Minimum Qualifications :


- 7+ years of related experience with a bachelors degree.


- Proven experience designing and deploying applications using Generative AI and large language models (e.g., GPT4, Claude, openweight LLMs).


- Experience with retrievalaugmented generation, embeddingsbased search, agent orchestration, or prompt chaining.


- Familiarity with modern LLM/GenAI tools such as Langchain, LlamaIndex, HuggingFace Transformers, Semantic Kernel, or LangGraph.


- Advanced working SQL knowledge and experience working with relational and NoSQL databases, query authoring (SQL) as well as working familiarity with a variety of databases (e.g. SQL Server).


- Experience building and optimizing data pipelines on Azure Databricks.


- In depth knowledge and hands-on experience with Data Engineering, Machine learning, Data Warehousing and Delta Lake on Databricks.


- Highly proficient in Spark, Python, SQL.


- Working knowledge of Fivetran is a bonus.


- A successful history of manipulating, processing and extracting value from large, disconnected datasets.


- Exceptional stakeholder management and communication skills to effectively communicate across global teams.

Preferred Qualifications :


- Knowledge of BI Tools like PowerBI etc.


- Experience building and deploying ML and feature engineering pipelines to production using MLFlow.


- Experience with building data pipeline from various business applications like Salesforce, NetSuite, etc.


- Knowledge of message queuing, stream processing, and highly scalable data stores.


- Experience or knowledge of working in a compliance-based environment, including building and deploying compliant software solutions throughout the software life cycle is a nice to have.


- Familiarity with cloud-based AI/ML services and Generative AI tools.


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