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An AWS Advanced Consulting Partner dedicated to helping businesses innovate on AWS.
The Role
Lead end-to-end data migrations for LegalTech SaaS implementations. Analyze legacy financial and practice-management systems, design mappings and ETL strategies, extract and transform data using SQL and Python, execute test and production migrations, validate results, reconcile financial datasets, resolve data-quality issues, and document technical specifications. Collaborate with project managers, consultants, client IT teams, and non-technical stakeholders while improving automation, templates, and migration best practices.
Summary Generated by Built In
Position Title: Sr. Data Migration Engineer
Job Timings: 8am-5pm CST
Location: Islamabad
About Cloudelligent
Cloudelligent is a Cloud-native consultancy and AWS Advanced consulting partner! We specialize in providing bespoke cloud solutions to the Startups, SMB & enterprise segment. Being a next gen cloud service provider, Cloudelligent helps businesses to make the most out of their cloud investment. We have an international footprint with a diverse team of domain experts, and we are customer- obsessed.
Job Objective
We’re looking for a Senior Data Migration Engineer to drive the data conversion work that powers successful LegalTech SaaS implementations. As firms move from legacy tools to modern platforms, your work ensures that their financial, operational, and practice data is clean, accurate, and ready for day-one use. You’ll lead the full ETL lifecycle analyzing legacy structures, mapping data to modern schemas, running test conversions, validating results, and supporting a seamless go-live experience.
Responsibilities
Job Timings: 8am-5pm CST
Location: Islamabad
About Cloudelligent
Cloudelligent is a Cloud-native consultancy and AWS Advanced consulting partner! We specialize in providing bespoke cloud solutions to the Startups, SMB & enterprise segment. Being a next gen cloud service provider, Cloudelligent helps businesses to make the most out of their cloud investment. We have an international footprint with a diverse team of domain experts, and we are customer- obsessed.
Job Objective
We’re looking for a Senior Data Migration Engineer to drive the data conversion work that powers successful LegalTech SaaS implementations. As firms move from legacy tools to modern platforms, your work ensures that their financial, operational, and practice data is clean, accurate, and ready for day-one use. You’ll lead the full ETL lifecycle analyzing legacy structures, mapping data to modern schemas, running test conversions, validating results, and supporting a seamless go-live experience.
Responsibilities
- Analyze legacy financial and practice-management data structures and design end-to-end conversion strategies.
- Collaborate with project managers and implementation consultants to understand mapping requirements and business rules.
- Translate functional requirements into clear, scalable technical migration plans.
- Extract data from SQL databases, CSV exports, APIs, and other legacy sources.
- Write and optimize complex SQL queries (joins, CTEs, validation queries, reconciliation logic).
- Develop Python scripts or reusable ETL tools to automate recurring processes and improve consistency.
- Build and maintain detailed data-mapping documentation across all migration objects.
- Perform dry-run migrations and validate data accuracy across financial and operational modules.
- Execute final production loads and deliver reconciliation reports for billing, WIP, AR, GL, and related datasets.
- Investigate and resolve anomalies, data gaps, or logic errors across multiple data sources.
- Create detailed technical documentation, mapping dictionaries, transformation logic, and conversion specifications.
- Serve as a primary technical partner to project managers, implementation consultants, and client IT teams.
- Clearly communicate data issues, risks, and recommendations in both technical and non-technical terms.
- Help build and enhance migration templates, automation scripts, and best-practice playbooks.
- Identify opportunities to streamline processes, reduce manual work, and strengthen data quality.
- 4+ years in data migration, ETL engineering, data conversion, or ERP/SaaS system integration.
- Advanced SQL skills (joins, CTEs, schema work, validation logic, troubleshooting, performance tuning).
- Strong Excel/Power Query skills and Python experience (Pandas/NumPy a plus).
- Experience with structured and semi-structured file formats (CSV, JSON, XML).
- Demonstrated ability to analyze complex datasets, identify patterns, and resolve data-quality issues.
- Experience executing multi-object migration cycles (dry runs, reconciliations, cutovers).
- Strong documentation habits and the ability to produce clear technical specifications.
- Excellent communication skills and comfort working cross-functionally with non-technical stakeholders.
- Experience in legal-tech, professional services, or financial systems is a plus.
Skills Required
- 4+ years of experience in data migration, ETL engineering, data conversion, or ERP/SaaS system integration
- Advanced SQL skills, including joins, CTEs, schema work, validation logic, troubleshooting, and performance tuning
- Strong Excel and Power Query skills
- Python experience
- Experience with structured and semi-structured formats including CSV, JSON, and XML
- Ability to analyze complex datasets, identify patterns, and resolve data-quality issues
- Experience executing multi-object migration cycles, including dry runs, reconciliations, and cutovers
- Strong documentation skills and ability to produce clear technical specifications
- Excellent communication skills and comfort working cross-functionally with non-technical stakeholders
- Pandas and NumPy experience
- Experience in legal technology, professional services, or financial systems
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The Company
What We Do
Cloudelligent is a leading Managed Cloud Services Provider committed to helping businesses navigate through their unique cloud journeys. Born in the cloud, we believe that our success is built on a foundation of core values (ICOT - Innovation, Continuous Improvement, Customer Obsession, Ownership, and Teamwork) that guide everything we do. Whether you are seeking to accelerate innovation, improve agility, reduce costs, or enhance operational efficiency, our team of cloud experts is right here. Cloudelligent delivers a comprehensive suite of professional and managed services designed to help you migrate, manage, modernize, and optimize your cloud environments. We are the go-to strategic partners for startups, SMBs, DNBs, ISVs, NPOs, and organizations looking to transform their business with AWS. #AWS #AmazonWebServices #CloudNative #CloudComputing #AWSCloud
