Data Migration Services

Data Migration Services – Transfer Your Data Seamlessly

Streamline your data with Toptal’s Data Migration Services. Whether migrating to the cloud or upgrading to a new platform, our data professionals are dedicated to ensuring your data is moved safely and successfully so your business can operate without disruption.

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Clients Served

30,000+

Total Vetted Professionals

20,000+

Toptal Total Projects Delivered

85,000+

Years in Business

15+

TRUSTED BY LEADING BRANDS

Our Services

Toptal Data Migration Services

Achieve seamless, specialized data migration with Toptal’s Data Migration Services. From legacy systems to cloud platforms, our team will manage your data transition, ensuring data integrity, security, and business continuity.

Database Migration Services

Migrate your data effortlessly with our database migration services, ensuring data integrity and minimal downtime.

Cloud Migration Services

Ensure a smooth transition to the cloud, leveraging our expertise to facilitate security, compliance, and business continuity.

Application Migration Solutions

Move your applications to new environments smoothly, maintaining performance and compatibility.

Google Cloud Platform Migration

Utilize our Google Cloud Platform migration services to enhance scalability and efficiency with minimal disruption to business operations.

Amazon Web Services Migration

Make the switch to Amazon Web Services with secure and efficient data and application transfers.

Azure Migration

Leverage our Azure migration services to optimize your business operations with reliable, secure cloud solutions.

Data Migration Strategy and Planning

Develop a robust data migration strategy and plan, to enable a smooth, efficient, and cost-effective migration process.

Legacy Systems Migration

Upgrade legacy systems reliably, integrating them with new platforms while maintaining essential functionalities.

Data Cleansing and Transformation

Enhance data quality with our cleansing and transformation services, ensuring accuracy and consistency during and after migration.

Real-time Data Migration

Execute real-time data migration with minimal downtime, keeping your business operations uninterrupted.

Security and Compliance

Ensure your data migration process adheres to all security and compliance standards, protecting your sensitive information.

Post-migration Support and Training

Receive comprehensive post-migration support and training, empowering your team to manage new systems effectively.

Looking for guidance about the perfect data migration service for your needs?

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PARTNERSHIP THAT WORKS

How We Deliver Data Migration Services

Our data migration team, with experience at leading companies, will work with you to develop and deploy tailored solutions that meet your business needs and unique industry demands, providing you with sustainable results and long-term success.

Discover

A leader from our team works with you to understand your business challenges, pain points, and strategic goals to uncover new opportunities and identify the options to reach your objectives.

Define

Toptal leaders collaborate with your team to define your specific goals and service needs, evaluating multiple approaches and aligning requirements with your strategic objectives to define the best solution.

Develop

Once your service is defined and you have your talent or team on board, they will create your unique project timeline, process, and initial proposals, whether you’re defining your data migration strategy or migrating your data to the cloud.

Deploy

Toptal will get to work, tracking quality assurance, handling project management, and maintaining the delivery schedule.

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Robert Orshaw

CEO, Technology Services

As Toptal’s CEO of Technology Services, Robert leads strategy and operations across our technical services portfolio, spanning AI, automation, and operations. He previously served as Deloitte’s Managing Director & Chief Commercial Officer, transforming its Cloud Operate and Engineering business into a multibillion-dollar operation. He held senior roles at IBM, Velocity, co-founded Corio, and was CIO for two Fortune 100 manufacturers.As Toptal’s CEO of Technology Services, Robert leads strategy and operations across our technical services portfolio, spanning AI, automation, and operations. He previously served as Deloitte’s Managing Director & Chief Commercial Officer, transforming its Cloud Operate and Engineering business into a multibillion-dollar operation. He held senior roles at IBM, Velocity, co-founded Corio, and was CIO for two Fortune 100 manufacturers.

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CUSTOMIZED SOLUTIONS

Data Migration Services That Deliver Value

Toptal delivers leading data migration services through its diverse talent network and flexible delivery models. We implement the right skills at each project phase, blending expertise from various roles for seamless execution.

End-to-End Delivery by Toptal
On-demand Talent and Teams

End-to-End Delivery by Toptal

Comprehensive project delivery, tailored to your specific requirements.

CEO, Technology Services

Delivery Manager

Data Architect

Database Administrator

Cloud Project Manager

Data Migration Expert

Software Architect

Data Engineer

Robert Orshaw

CEO, Technology Services

Previously at

Technology Experience

35+ Years

Rachael Karaffa

Delivery Manager

Rachael serves as a Delivery Manager at Toptal with a focus on leading diverse global teams in developing innovative solutions for our clients. She works across multiple disciplines, including technology, marketing, and management consulting. Rachael specializes in managing people and client relationships, process optimization, and driving teams toward optimal business outcomes.

Previously Managed Client

Experience

9+ Years

Shanthi Viswanathan

Verified Expert in Engineering

26+ Years

of Experience

Data Architect

Shanthi has more than 26 years of experience developing applications using various technologies. As an architect, she has executed several web-based applications, integrations, data migrations, data conversions, and data warehousing projects with significant hands-on as well as leadership responsibilities. She keeps up-to-date with the latest technologies and can effectively match the business needs with those technologies.

Previously at

Anthony Baxter

Verified Expert in Engineering

25+ Years

of Experience

Database Administrator

Anthony is an analytical and resourceful leader with over 25 years of experience in data engineering, database development, and process design and development. He has deep experience in the financial services industry and a keen ability to understand business and data requirements and customize value‐added applications. He's known for his expert skills in operations and risk management. Anthony is poised and intellectually curious, with executive-level written and verbal communication skills.

Previously at

Erita Skendaj

Verified Expert in Project Management

17+ Years

of Experience

Cloud Project Manager

Erita is a certified project manager with more than 17 years of experience managing technical projects from initiation to deployment, following Agile or predictive approaches. She has expertise in software engineering and a strong interest in cloud, big data, and machine learning.

Previously at

Mohammad Hossain

Verified Expert in Engineering

20+ Years

of Experience

Data Migration Expert

Mohammad has 20+ years of experience in building and maintaining large-scale distributed systems, data platforms, and machine learning for a variety of industries. With his master’s degree in computer science from USC, Mohammad has a technical understanding that is deeply rooted. He has excellent communication skills and business understanding. Because of his great interpersonal skills, it is a pleasure to work with him.

Previously at

Justin Michela

Verified Expert in Engineering

15+ Years

of Experience

Software Architect

Justin is a technical professional with a passion for learning and more than 15 years of experience leading teams to build enterprise-grade distributed applications that solve real-world problems. He firmly believes that collaboration across all facets of a business, from development to marketing to sales, is required to succeed in this endeavor.

Previously at

Krishna Inapurapu

Verified Expert in Engineering

15+ Years

of Experience

Data Engineer

With 15+ years of experience in the banking and automobile industries, Krishna specializes in designing and delivering enterprise-grade solutions using Java, Spring, and Azure data engineering. His expertise lies in architecting scalable, secure, and high-performance data infrastructures that drive innovation and operational efficiency in complex, regulated environments. Krishna excels in leveraging technology to solve challenging problems and enhance business outcomes.

Previously at

On-demand Talent & Teams

20,000+ vetted professionals, ready to deploy individually or in teams.

Data Architect

Data Migration Engineer

Data Migration Expert

Data Migration Engineer

Data Analyst

Data Migration Developer

Data Migration Expert

Data Migration Tester

Data Engineer

Verified Expert in Engineering

30+ Years

of Experience

Data Architect

Peter is a seasoned data platform expert specializing in the Microsoft stack, including Azure. With skills ranging from data architecture and engineering to database administration and development, his 30+ years of experience, multiple certifications, and passion for learning set him apart in addressing clients’ diverse data requirements.

Previously at

Verified Expert in Engineering

20+ Years

of Experience

Data Migration Engineer

Allan is a data engineer with 15 years of hands-on experience in data analytics and business intelligence. Having worked as a data specialist for diverse companies, both as an internal team member and a freelancer, he has acquired extensive knowledge about the latest technology in the field.

Previously at

Verified Expert in Engineering

24+ Years

of Experience

Data Migration Expert

Bogdan has 24+ years of hands-on experience with enterprise-level systems, delivering tens of large projects for top organizations in energy, pharma, telco, e-commerce, banking, and the public sector. As a solutions architect, Bogdan can drive a solution from concept to production or provide end-to-end POCs (or MVPs) regarding solution architecture, design, development, and release pipelines.

Previously at

Verified Expert in Engineering

9+ Years

of Experience

Data Migration Engineer

Nikhil is an experienced Salesforce developer and consultant with expertise in designing, customizing, analyzing, and maintaining Salesforce CRM systems for various businesses. His primary focus includes Salesforce Lightning UI, component design standards, and customizing home, app, and record FlexiPages.

Previously at

Verified Expert in Engineering

13+ Years

of Experience

Data Analyst

With a PhD in physics, a background in mathematics, and more than 13 years of experience modeling real-world data, Teresa has the skills to fulfill any data science role. Teresa enjoys working on the whole pipeline, from data cleaning and analytics to a final predictive model, and she especially enjoys using machine learning models.

Previously at

Verified Expert in Engineering

9+ Years

of Experience

Data Migration Developer

Joslyn is a seasoned data practitioner with demonstrated experience across multiple industries, including technology consulting and customer service. With her academic background in applied statistics and a skillset in machine learning, data analytics, Python, and SQL, Joslyn has delivered numerous projects with positive business impacts on customers.

Previously at

Verified Expert in Engineering

18+ Years

of Experience

Data Migration Expert

Edison is an Azure BI developer, data engineer, and data architect with 18 years of BI and data engineering experience across industries. Backed by an MCSE Azure Cloud Platform certification, he delivers high-quality BI solutions using Azure Data Factory (ADF), Python, Azure Functions, Azure SQL Database, Azure Synapse, Power BI, Databricks, Analysis Service, and SQL Server. Edison also excels at dimensional modeling, performance turning large data warehouses, and .NET and Angular development.

Previously at

Verified Expert in Engineering

10+ Years

of Experience

Data Migration Tester

Since 2014, Adrian has been developing using Java and a variety of testing frameworks such as JUnit, TestNG, Selenium, Cucumber, and REST Assured, along with tools like JMeter, SoapUI, and IntelliJ IDEA. He has worked with numerous teams and projects, which enables him to communicate easily and adapt seamlessly to new work environments. Adrian is passionate about test automation and has joined Toptal to broaden the reach of his expertise through freelance projects globally.

Previously at

Verified Expert in Engineering

6+ Years

of Experience

Data Engineer

Karanpreet is an experienced data engineer with a solid background in working with multiple leading international enterprise clients across the retail and investment banking domain.

Previously at

Looking for guidance about the perfect data migration service for your needs?

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Looking for guidance about the perfect data migration service for your needs?

UNRIVALED EXPERTISE

Our Talent Has Worked With Top Companies

Having previously worked with these leading global companies, our talent brings valuable insights and expertise to deliver world-class outcomes.

WHY ORGANIZATIONS CHOOSE US

Toptal in Action

Discover the cutting-edge benefits our clients enjoy from the global Toptal network.

Toptal helps Dermalogica save $200K annually by migrating ETL workflows.

Struggling with data processing inefficiencies, Dermalogica collaborated with Toptal to migrate more than 150 workflows to SQL Server Integration Services (SSIS).

Challenge: Dermalogica wanted to streamline its data processing capabilities and reduce delays and inaccuracies in data delivery by migrating from Alteryx to a new ETL infrastructure. These inefficiencies hindered timely decision-making and increased costs.

Solution: Toptal implemented a tailored ETL architecture strategy, replacing more than 150 Alteryx workflows with SSIS to refine processes, reduce licensing costs, and simplify ongoing maintenance. Collaborating closely with Dermalogica, Toptal ensured seamless integration and enhanced reporting accuracy.

Outcome: By reducing Alteryx licensing costs, Dermalogica achieved significant savings while improving performance. The new system is easy to maintain and supports growth with its enhanced design. The data migration enabled timely, accurate sales reporting, empowering Dermalogica’s leadership with actionable insights.

Toptal Ranked #1 Most Reliable Professional Services Company in America

Newsweek and Statista’s rankings were based on an independent survey of more than 2,400 decision-makers at Fortune 500s.

IBM — Newsweek's Most Reliable Companies in America 2026 ranking. Toptal is ranked #11, the highest-ranked professional services firm.

See the Most Reliable Companies in America

Methodology for the Rankings

How likely the respondent is to recommend the selected company to others.

Measures the convenience of interaction with the company and efficiency of processes.

Measures the company’s cost-effectiveness and quality relative to price.

Measures whether the company consistently meets or exceeds expectations in quality and timeliness of deliverables.

Measures the company’s ability to consistently fulfill commitments and maintain customer trust.

See the Most Reliable Companies in America

OUR THOUGHT LEADERSHIP

Explore Insights From the Data Migration Field

Read the latest articles and resources to keep you current on emerging trends in digital innovation, data migration, business operations, and more.

Salesforce Data Migration Guide: Steps, Tools, and Best Practices

Build a lasting Salesforce foundation with a proven data migration framework, practical tooling guidance, and best practices to ensure clean data, efficient deployment, and long-term success.

Shivam Kapoor

Verified Expert in Engineering

9 Years of Experience

Shivam is a senior Salesforce consultant and full-stack developer specializing in CRM transformation, data migration, and automation across clouds. Previously part of Salesforce’s internal consulting team, he has extensive experience designing scalable data architectures and integrations using Apex and custom Lightning components. He also works with Agentforce and CRM Analytics to help enterprises accelerate decision-making and drive measurable ROI through stronger customer engagement and retention.

Expertise

Salesforce Development Full-stack Data Migration

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