CHENNAI · FULLTIME
Sr. Data Analyst

Mako IT Lab
Chennai · onsite · Posted 4d ago
Sourced from
Undisclosed3–8 yrsfulltimeChennai
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Section · 01
About this role
"> Job Description - Senior Data Migration Engineer
Company: MAKO IT
Position: Senior Data Migration Engineer
Experience: 3+ Years
Location: Chennai (Work from Office)
Shift Timing: 2:00 PM - 11:00 PM IST
Employment Type: Full-Time
Department: Data Engineering / Data Migration
About the Role We are looking for an experienced and technically strong Senior Data Migration Engineer with 4-7 years of hands-on experience in Python, SQL, ETL development, API integrations, and data migration.
The candidate will be responsible for designing, developing, and executing complex data migration solutions while ensuring data accuracy, performance, scalability, and reliability.
In addition to customer migration projects, the candidate will play a key role in developing and enhancing our AI-powered Data Migration Platform, focused on automating data extraction, mapping, transformation, validation, reconciliation, and migration workflows.
We are looking for someone with strong technical ownership, problem-solving abilities, and a willingness to learn, experiment with, and implement AI-driven solutions.
Key Responsibilities 1. Data Migration & ETL Development - Independently design, develop, and execute end-to-end data migration workflows.
- Build scalable and reusable ETL pipelines using Python and SQL.
- Handle data extraction and migration across databases, CSV, Excel, JSON, and REST APIs.
- Develop complex data mapping, cleansing, transformation, and loading logic.
- Implement incremental migrations, delta updates, and bulk data processing.
- Optimize migration scripts for performance and reliability.
- Identify and resolve complex data migration issues.
- Develop robust, modular, and maintainable Python applications.
- Build reusable components for data extraction, transformation, validation, and loading.
- Work extensively with Pandas and other Python data-processing libraries.
- Implement exception handling, logging, retry mechanisms, and error recovery.
- Optimize scripts for handling large datasets.
- Perform code reviews and guide junior engineers on development best practices.
- Design and implement REST API-based migration and integration workflows.
- Handle API authentication, pagination, rate limiting, and bulk operations.
- Troubleshoot API failures, data inconsistencies, and integration challenges.
- Develop complex SQL queries for transformation, reconciliation, and validation.
- Work with relational databases such as PostgreSQL, MySQL, or MS SQL Server.
- Contribute to the architecture, development, and enhancement of an AI-powered Data Migration Platform.
- Explore and implement AI-assisted data mapping, field matching, and transformation recommendations.
- Develop automation components to reduce manual migration efforts.
- Evaluate LLM-based approaches for intelligent data processing and validation.
- Integrate AI capabilities into existing Python-based migration workflows.
- Work with the team to improve platform scalability, reusability, and maintainability.
- Continuously learn and adopt emerging AI technologies and development practices.
- Design and implement automated data validation and reconciliation frameworks.
- Ensure accuracy, completeness, consistency, and integrity of migrated data.
- Develop reusable validation scripts and exception reports.
- Investigate and resolve source-to-target data mismatches.
- Establish quality checkpoints for migration execution.
- Take technical ownership of assigned customer migration projects.
- Analyze source and target systems and identify migration dependencies and risks.
- Participate in technical discussions, solution design, and estimation.
- Collaborate with Technical Leads, Project Managers, and implementation teams.
- Identify technical blockers early and communicate risks proactively.
- Prepare technical documentation, mapping specifications, and migration execution reports.
- Mentor junior engineers and support their technical development.
- Python: Strong programming skills, modular development, scripting, automation, and exception handling.
- SQL: Advanced SQL queries, joins, subqueries, aggregations, data transformations, and performance optimization.
- ETL & Data Migration: Hands-on experience designing and executing end-to-end migration workflows.
- Pandas: Strong experience in data manipulation, transformation, and processing.
- REST APIs: API integrations, authentication, pagination, rate limiting, and error handling.
- Databases: PostgreSQL, MySQL, MS SQL Server, or equivalent relational databases.
- Data Processing: CSV, Excel, JSON, XML, and structured/semi-structured datasets.
- Data Validation: Reconciliation, data-quality checks, exception reporting, and troubleshooting.
- Git: Version control and collaborative development.
- Debugging & Optimization: Strong troubleshooting and performance-improvement capabilities.
- Experience in SaaS-to-SaaS or enterprise application data migration.
- Experience developing reusable ETL or migration frameworks.
- Knowledge of Docker, cloud platforms, and deployment practices.
- Familiarity with AI, LLMs, prompt engineering, and AI-assisted automation.
- Exposure to AI frameworks such as LangChain or LlamaIndex.
- Experience with fuzzy matching, intelligent data mapping, or schema matching.
- Understanding of data pipelines, scheduling, and workflow orchestration.
- Experience working with high-volume datasets and complex data structures.
- Strong technical ownership and independent problem-solving capabilities.
- Ability to understand migration requirements and translate them into technical solutions.
- Experience independently handling complex migration tasks.
- Strong debugging, analytical, and troubleshooting skills.
- Ability to review code and mentor junior developers.
- Good communication and collaboration skills.
- Willingness to learn, experiment with, and contribute to AI-driven migration technologies.
- Ability to proactively identify project risks and technical dependencies.
- Commitment to code quality, documentation, and timely delivery.
- Willingness to work from the Chennai office during the 2:00 PM - 11:00 PM IST shift.
B.E. / B.Tech in Computer Science, Information Technology, or related disciplines, or equivalent relevant experience.
Experience Required: 3+ years in Python development, ETL engineering, data migration, or data engineering.
Required Skills
Data Migration Python Data Transformation API Integration ETL Basics Data Validation Pandas REST API SQL
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
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Section · 02
Skills
data extractionAutomationcloud platformscode qualityapisdata manipulationadvanced sqldata analystai frameworksai technologiesAutomatingdata mappingCSVData EngineeringcloudArchitectureAPI IntegrationArtificial Intelligence
Section · Company
About Mako IT Lab

Mako IT Lab
IT Services & Consulting
51-200
employees
2015
11 years old
Newark, New Jersey
United States
About
Mako IT Lab, founded in 2013, is a software development company dedicated to delivering custom software solutions for businesses of all sizes worldwide. Leveraging cutting-edge technologies and the power of AI, our highly skilled team has helped clients across the globe transform their ideas into innovative, efficient, and cost-effective solutions. Partner with us for scalable, future-ready solutions tailored to meet all your IT needs.
Industries
IT Services & Consulting
Employee ratings
22 reviews
4.6/ 5
Culture
4.6
Career growth
4.4
Work-life
4.6
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