years of experience delivering data engineering solutions
14+
Over the years, we’ve accumulated numerous real cases and established many clients worldwide, encompassing North America, Europe, the Middle East, and other regions.
Data Engineering Tech Stack We Use
We leverage industry-leading technologies in data storage, integration, analytics, and governance across all major cloud platforms (Azure, AWS, GCP), along with proven open-source frameworks and in-house solutions. This flexible, best-fit approach allows us to align with each client’s existing ecosystem while future-proofing for innovation.
Industry Leaders Trust Us
Our Data Engineering Solutions
Accelerate your data strategy with advanced engineering solutions tailored to your business. Emerline helps you turn raw data into real value — fast, smart, and at scale.
Our Data Engineering Approach
At Emerline, we follow a structured and transparent approach to delivering scalable, efficient, and business-aligned data engineering solutions. Each step is designed to ensure your data infrastructure evolves into a high-performing, future-proof ecosystem.
STEP 1
Assessment & discovery
- Conduct a deep-dive audit of your current data landscape
- Identify performance gaps, inefficiencies, and risks
- Pinpoint opportunities for optimization and innovation
STEP 2
Design & strategy
- Develop a custom data architecture blueprint
- Align strategies with business goals and global standards (DAMA-DMBOK, FAIR)
- Define governance, scalability, and data quality benchmarks
STEP 3
Architecture & planning
- Build a detailed technical roadmap with key milestones and KPIs
- Specify data models, integration workflows, and security protocols
- Account for compliance requirements and organizational constraints
STEP 4
Deployment & integration
- Implement secure, cloud-ready, and scalable solutions
- Integrate with existing systems and third-party platforms seamlessly
- Validate infrastructure performance across all environments
STEP 5
Support & optimization
- Ensure ongoing system health with proactive monitoring and support
- Automate performance checks and issue resolution workflows
- Continuously refine systems based on evolving business needs
Partner with Emerline to build data solutions that drive measurable impact.
Industries We Serve
Emerline delivers advanced data engineering solutions tailored to industry-specific challenges, empowering businesses to turn complex data into competitive advantage.
Why Choose Emerline for Data Engineering Services
End-to-end services
From initial data strategy and architecture to deployment, integration, and long-term support, Emerline covers the full lifecycle of your data engineering journey.
Cross-industry expertise
With experience in healthcare, fintech, manufacturing, E-commerce, and beyond, we understand industry-specific challenges and deliver tailored, compliant solutions.
Advanced Business Intelligence tools
We empower organizations with modern BI stacks and AI-enhanced analytics, making it easier to uncover insights, forecast trends, and drive data-backed decisions.
Reliable APIs
Emerline ensures seamless data flow between platforms and applications with our custom-built APIs, optimized for security, performance, and maintainability.
Awards & Recognitions
Emerline has been recognized by leading industry analysts, tech communities, and innovation platforms for our outstanding achievements in data and analytics. These accolades affirm our commitment to quality, innovation, and lasting client success.
80 awards
Top-Notch E-Commerce Development Services 2025
Top Mobile App Developers 2025
Top Software Developers (Manufacturing) 2025
Top Software Developers 2025
Top Mobile App Development Firm 2025
What Our Clients Say
Whether it’s modernizing outdated systems or developing high-speed, real-time solutions, our clients trust us for deep technical expertise, open collaboration, and solutions that translate into measurable business outcomes.
Emerline has been the best development partner we’ve ever worked with!
Emerline has been the best development partner we’ve ever worked with. The team is very responsive and the quality is very high. They are always willing to do whatever is necessary to support development and customer support efforts. I would recommend them to anyone.
Michael Lynch
CEO, Praxie
country
USA
company
project summary
Online collaboration solution to boost team’s productivity and efficiency
solution category
Innovations Management
industry
Business Process Management Software (BPM)
We recommend Emerline as a trusted technology partner for developing telemedicine solutions and would choose to work with Emerline again regarding new projects.
We can confidently say that Emerline fully met our expectations, starting with providing high-quality advice on technologies that would improve our solution and continuing with their fast, high-quality implementation. Emerline has strong communication processes in place that kept us apprised of the project's stage and allowed us to discuss any issues on the go. The team was professional and promptly made adjustments when asked. We recommend Emerline as a trusted technology partner for developing telemedicine solutions and would choose to work with Emerline again regarding new projects.
Felicity Johnson
Founder, Hello Ralphie
country
USA
company
Hello Ralphie
project summary
Development of a web solution to connect pet owners with vets for the provision of remote diagnosis and care.
solution category
Vet Telehealth
industry
Healthcare
Emerline provided us with the scaling we needed to grow our development capabilities from early-stage POC to now a globally deployed platform in the HR Teach space.
We are very pleased and content with our relationship with Emerline. We rely on their team for full-stack development of our platform. We respect the high technical caliber and dedication of the team assigned to our project. Emerline provided us with the scaling we needed to grow development capabilities from early-stage POC to now a globally deployed platform in the HR Teach space.
Alex Shubat
CEO, Espresa
country
USA
company
project summary
A culture benefits platform delivering an immersive employer experience
solution category
Human Resources
industry
Human Resources Management Software
We highly recommend Emerline as a technology partner for large and complicated development projects that also delivers continuous cooperation with the provider on new projects.
The Emerline team involved in the completion of our projects demonstrated a high level of responsiveness and support by solving issues and answering questions ASAP. They were diligent and proactively addressed the challenges that arose during the development process. Our cooperation ran smoothly and professionally, and Emerline quickly provided direct and correct advice when necessary. We highly recommend Emerline as a technology partner for large and complicated development projects that also delivers continuous cooperation with the provider on new projects.
Dr. Andreas Schwarzer
VP Global IT, FUCHS Group
country
Germany
company
project summary
Advanced Global Platform for a Large Manufacturer of Industrial Lubricants
solution category
Analytics and Business Intelligence Platforms
industry
Manufacturing
Emerline helped us build an MVP into a full-fledged production platform — in 14 months
Emerline worked closely with us to take the best ideas from our MVP and integrate them with transactional capabilities for digital payments, workflow for job management, and funds transfers for cash advances. Our platform was built to service the roofing industry getting contractors paid faster so they can focus on growing their businesses and servicing their customers.
Matt Fruge
Founder and CEO, SquareDash
country
USA
company
project summary
Helping an ambitious fintech startup build up its MVP to a full-fledged production platform — in 14 months
solution category
Automated Platform
industry
Fintech
Throughout our cooperation with Emerline, they proved themselves reliable technology partners.
Throughout our cooperation with Emerline, they proved themselves reliable technology partners. That’s why we trusted them with our new project — website migration to AEM and revamping our brand’s product catalog that we use across multiple websites — without any hesitation. The team always stayed in touch, providing regular feedback and progress updates. The cooperation was smooth, and the work on the project was completed in due time. They provided an efficient solution that allowed us to reduce infrastructure costs; with it, we didn’t have to depend on third-party vendors. Thanks, Emerline! We will definitely continue working with you.
Renny Joy
IT Director
country
USA
company
project summary
Emerline performed a comprehensive migration of the client’s website to AEM and completely revamped the client brand’s product catalog across multiple websites.
solution category
Websites migration, Data migration and integration, Production support
industry
Large manufacturing enterprise
Emerline exceeded expectations with organized, forward-thinking, and committed teamwork. We’re proud of what we built together!
Redesigning our website wasn’t just about updating our look — it was about building a stronger front door for the world to experience Miami’s economic story. As the official EDO for Miami-Dade, we knew the stakes were high.
Emerline exceeded expectations. They were consistently organized, forward-thinking, and committed. In less than six months, we had a completely new platform — faster, smarter, and built to grow with us. We’re proud of what we built together!
Rodrick Miller
President & CEO, Miami-Dade Beacon Council
country
USA
company
project summary
Development of a fast and user-friendly website that supports сustomer’s digital marketing efforts.
solution category
Website design and development
industry
Business development
The team gladly brought their expertise and delivered us a perfect solution to meet our customers’ business needs.
The Emerline team wasn’t scared of any challenges and managed to design a solution to cater to any analytical or supply chain tasks. Their enthusiasm and process transparency ensured seamless communication and prompt reaction to any adjustment or focus shift from our side. Their experience and dedication allowed them to provide the solution really fast. We highly recommend choosing Emerline as a development partner if you need a high-end solution for your business.
Christian Callender-Easby
Founder & CEO, Kontango
country
USA
company
project summary
PoC and development of the market intelligence software for underserved commodities trading.
solution category
Market intelligence software
industry
Chemical, Supply Chain Management
They consistently delivered items on time, highlighting their commitment to timeliness and organization.
Emerline demonstrated a deep understanding of the client's vision, delivering a functional MVP on time and within budget. The team was highly responsive to the client's needs and maintained clear communication throughout. Above all, their exceptional project management skills stood out.
Natalie Boll
CEO, Founder of Tribela GmbH
country
Germany
company
project summary
Emerline designed and developed a prototype product for a social networking company. They also conducted a business analysis with a comprehensive plan and scope for the MVP.
solution category
Social Network
industry
Media & Entertainment
The level of skill and quality of the developers is outstanding!
Emerline has been helping the client significantly improve their apps for 1.5 years. Their efforts have resulted in positive feedback from users and stakeholders. Moreover, the vendor impresses the client with their skills, flexibility, excellent project management, and effective communication.
Robert Gill
Director, RedWrasse Ltd.
country
UK
company
RedWrasse
project summary
Emerline assists an IT consulting firm in various app optimization and management projects, including resolving bugs and issues, integrating a search engine into a database app, and revamping an app's codebase.
solution category
App optimization and management projects
industry
IT consulting
It was noteworthy to highlight the friendly and customer-oriented processes used for product development.
Emerline helped the client deploy the mobile app on the app store. Their team impressed the client with their transparency, proactiveness, and customer-oriented processes. They informed the client about any issues and addressed them swiftly, positively affecting the product quality and work speed.
Raphaël Briner
CEO & Founder, Visible
country
Switzerland
company
project summary
Emerline helped a telepresence manufacturer develop their hardware device's web server and companion mobile app. They designed the UI/UX designs and added several key integrations using Swift and Core Data.
solution category
Mobile Application
industry
Manufacturing
My experience with Emerline has been great. I highly recommend them to anyone looking for a reliable partner who delivers on time and on budget.
The team was hired to design and develop the Echospectra mobile and web applications, as well as to integrate them with a variety of cloud services. A critical requirement was to rapidly develop the apps in an agile manner, quickly implementing important stakeholder and user feedback as it came along, and fixing any outstanding bugs. The team managed to accommodate this kind of agile, change-driven process successfully. Thanks to their rapid development approach, we've been able to build the initial app versions and then continuously iterate on them to refine our product offering and make sure it meets and exceeds customer expectations. I highly recommend them to anyone looking for a reliable partner who delivers on time and on budget.
Jesse Sprague
CEO, Echospectra
country
USA
company
project summary
An innovative spatial data collection and collaboration platform that helps customers improve safety and resilience of critical energy networks. The solution combines field data with satellite imagery, and uses machine learning to help companies intelligently manage their energy assets, stay compliant, and mitigate risks.
solution category
Spatial Data Collaboration and Process Management Platform
industry
Energy
We recommend Emerline as a reliable and skilled tech partner
Collaboration with Emerline was one of our best decisions! Their team quickly understood both the technical requirements and the industry-specific challenges we were trying to solve. We needed a secure, flexible platform that could support data-driven formulation across different industries, and Emerline delivered exactly that. Their team approached the task with professionalism, understood our goals, and built a solution that met both technical and user-facing needs.The result is a working platform that reduces manual work, speeds up R&D, and supports faster, smarter formulation processes across various industries. From day one, communication was smooth, timelines were clear, and we felt fully supported throughout the project. We highly recommend Emerline as a tech partner for your future initiatives.
Dr. Yelena Yesha
FastFormulator Key Partner and Project Leader
country
USA
company
project summary
Emerline developed a custom AI tool that enables companies to train models on their own formulation test results, speeding up R&D processes in the chemical and cosmetics industries.
solution category
AI, ML
industry
Chemical industry
Emerline has enhanced our software to become an indispensable tool for all our staff.
They were very successful in listening to what we needed, making the appropriate suggestions, and pointing us in the right direction. They helped move our software from an awkward and crashy program to one that we depend on everyday. We couldn't do what we do without it.
3QC
Business Director, 3QC, Inc.
country
USA
company
project summary
Emerline has developed software that enables an engineering commissioning firm to assign resources efficiently. They've overhauled the client's base software platform and enhanced it based on their requests.
solution category
Custom Software Development
industry
Engineering
Have Questions About Data Engineering?
We’ve got answers. Explore frequently asked questions to learn how Emerline’s data engineering services can bring value to your business.
How You Benefit From Emerline’s Data Engineering Services
Data becomes a powerful engine for growth, innovation, and transformation when harnessed effectively. Here’s how Emerline helps you unlock its full potential.
Scalable architecture that grows with you
Effortlessly manage increasing data volumes and evolving workloads. Emerline ensures both vertical and horizontal scalability, so your systems flex with changing business or market demands without compromising performance.
Smarter resource allocation & cost efficiency
Drive down operational costs and boost ROI with intelligent data workflows. Emerline helps reduce waste, optimize infrastructure, and improve process visibility while keeping your investments predictable.
Actionable, data-driven intelligence
Transform your data into strategic foresight. With centralized platforms like data warehouses and data lakes, we enable advanced analytics to uncover trends, assess risks, and identify new business opportunities.
Trusted data through quality & governance
Rely on clean, governed, and compliant data to make high-impact decisions. Emerline enforces strict quality and governance frameworks, helping you meet regulatory standards and gain stakeholder confidence.
Our Engagement Models
Full-time dedicated teams
Get a fully integrated team of data experts working exclusively on your project. It is perfect for long-term, large-scale initiatives requiring full ownership and agility.
Outsourcing
Let us take over the end-to-end delivery of your data engineering solution while you focus on core business activities. It is ideal for companies seeking speed, efficiency, and accountability.
Outstaffing
Augment your in-house team with Emerline’s vetted specialists. Gain instant access to niche expertise without the overhead of hiring full-time employees.
On-demand support
Need targeted help fast? Call on Emerline’s experts for ad hoc support, audits, system upgrades, or performance optimization only when you need it.
Data Engineering Solutions We Delivered
Enterprise sales analytics for the CPG sector
Emerline developed a robust analytics portal for a CPG distributor, offering real-time access to consumer behavior insights. The platform features advanced pipelines for POS data, store operations, validation, and a specialized layer for analytics-ready data, cutting analytics time from hours to seconds.
Modernizing data infrastructure for pet healthcare
Emerline guided a pet healthcare enterprise through a six-month roadmap to support digital transformation. We re-architected their platform, sunset legacy systems, enabled automated data migration, and implemented a secure data warehouse complemented by interactive dashboards for advanced analytics.
ETL solution for regulatory compliance
Emerline delivered a smart compliance solution for a BFSI client, enabling automated monitoring of regulatory changes. The platform aggregates legal updates from various jurisdictions into real-time dashboards, streamlining compliance processes and minimizing risk through continuous ETL-driven data insights.
Big Data platform for telecom provider
Emerline built a high-throughput data warehouse for a major telecommunications firm and SYNC/ASYNC APIs to support vast time-series datasets. We tackled complex data joins, ensured future-ready architecture, and set the stage for a semantic layer to simplify downstream integration.
Unified data system for steel & mining leader
Emerline implemented a centralized data warehouse for a global steel and mining enterprise, integrating information from disparate sources. Custom dashboards delivered a single source of truth for reporting, significantly improving strategic planning and operational decision-making.
Real-time analytics for sales aggregator
We enhanced an aggregator platform that consolidated marketplace sales data, enabling real-time tracking and faster updates to analytics repositories. By leveraging a high-performance database and optimizing the pipeline, Emerline significantly reduced latency and accelerated insight delivery.
Airport security & location monitoring platform
Emerline created a real-time incident tracking system for airport security without requiring new hardware. The cloud-based portal enables zone management, visitor tracking, and rapid response — all integrated with existing infrastructure to minimize downtime and maximize operational continuity.
Our Project Team
At Emerline, a multidisciplinary team of certified professionals manages your data projects, each bringing specialized expertise to ensure performance, quality, and scalability.
Data architects
Design enterprise-grade data ecosystems that are secure, scalable, and aligned with business objectives. They lay the foundation for robust data integration and intelligent analytics.
Data engineers
Build, automate, and optimize ETL/ELT pipelines to streamline data flow, enhance efficiency, and support real-time decision-making across your systems.
Data quality engineers
Ensure your data is always accurate, clean, and reliable through continuous validation, monitoring, and improvement of data quality frameworks.
Data processing software engineers
Develop powerful backend components that support high-speed, large-scale data processing, enabling rapid analytics and smooth platform performance.
Certificates & Partnerships
Data Engineering Services We Offer
Recognized by global industry leaders, Emerline offers a full range of data engineering services, from architecture consulting and implementation to seamless cloud migration. Unlock your growth potential with us!
Data engineering consulting
Emerline’s experts help you design, implement, and scale secure data architectures tailored to your business needs, ensuring flexibility, performance, and long-term success.
Cost optimization
Our specialists analyze your data workflows and infrastructure to uncover cost-saving opportunities, simplifying architecture and boosting operational efficiency.
Data migration
We smoothly migrate data, tools, and systems to the cloud or between platforms with zero data loss. Emerline ensures speed, accuracy, and minimal disruption to your business.
Cloud data engineering
Our experts empower your business with scalable cloud storage, processing, and analytics solutions to help you adapt quickly and reduce costs with modern cloud architectures.
Database services
Emerline builds high-performance, secure database solutions using SQL and NoSQL technologies to power real-time analytics, transactions, search, and scalable processing.
Data integration
Our specialists connect data from multiple sources into a unified system to ensure accuracy, consistency, and real-time access. Emerline enables smarter decisions through seamless integration.
The individuals we work with aren't just contractors, they are an important part of our strategic Team and we enjoy working with them every day!
Emerline has been our technology partner since late 2012. In the early years I thought that would be a short-term gap fill until I could afford to hire my own technical team in the US. But they have consistently met the demands of our growing company and helped us build what we believe is the industry's best solution option. Emerline provides high quality work, so much so that our platform's reliability and accuracy has been mentioned by our largest customer's internal vendor survey repeatedly. The individuals we work with aren't just contractors, they are an important part of our strategic Team and we enjoy working with them every day!
President/CEO, CPG Data
country
USA
company
CPG Data
project summary
Extensive sales analytics platform aimed at facilitating the work of distributors and maximizing their performance.
solution category
Analytics and Reporting Software
industry
Supply Chain Management