AWS Glue Software Development Services

Ship Faster with AWS Experts Trusted by High-Growth Teams

Our AWS team has shipped hundreds of projects for fast-moving product teams. Every engineer on your project is senior-level — experienced enough to handle complexity without slowing you down.

5 / 5
★★★★★25 client reviews

AI tools we use:

Claude
Lovable
Cursor
ChatGPT

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Trusted by dozens of teams that don't compromise on talent.

Our Services

AWS Solutions That Scale With Your Business.

From MVP to enterprise platform, we design and build AWS solutions that scale reliably, remain stable, and evolve without rewrites

Swovo AWS engineering team

Seamless AWS Glue Integration

Data pipelines often become bottlenecks without efficient integration. AWS Glue streamlines data extraction, transformation, and loading, enhancing pipeline efficiency.

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Optimized Data Catalog Management

Disorganized data hinders access and decision-making. AWS Glue organizes and manages your data catalog, ensuring quick and effective data retrieval.

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Efficient ETL Automation

Manual ETL processes are time-consuming and error-prone. AWS Glue automates these workflows, increasing data processing speed and accuracy.

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Advanced Data Transformation

Inefficient data transformation can slow down operations. AWS Glue processes and converts data swiftly, optimizing system performance.

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Reliable Job Scheduling & Monitoring

Unmonitored jobs can lead to delays and errors. AWS Glue ensures timely data processing through robust job scheduling and monitoring.

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Robust Data Quality Control

Poor data quality compromises insights. AWS Glue implements quality control measures, maintaining data integrity and reliability.

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AWS Glue Software Case Studies

Dozens of AWS Glue Software projects delivered.

Agriculture

Predicting Weather with Long-Range Forecast Intelligence

Swovo partnered with Weather 20/20 to support platform development, DevOps, and project execution across a highly specialized long-range forecasting ecosystem. Our team improved platform reliability, accelerated technical problem-solving, and supported delivery of complex forecasting tools, APIs, and data visualization experiences used by organizations worldwide.

Services
Data AnalyticsDesignWeb DevelopmentQuality Assurance
Technologies
PythonAWS
Banking

Transformed a Trade Surveillance Platform into an Industry-Leading Product

A fintech company needed to relaunch its trade surveillance platform with a modern, intuitive UX for institutional users. Swovo redesigned the product from the ground up — simplifying complex workflows, improving usability across data-heavy interfaces, and delivering a scalable UX system aligned with the demands of financial compliance technology.

Services
Data AnalyticsDesignQuality AssuranceWeb Development
Technologies
Next.jsNode.jsSnowflakeAWS
Healthcare

HIPAA-Compliant Behavioral Care Management

Swovo designed and developed a HIPAA-compliant platform for behavioral healthcare providers and ABA organizations. Loomi centralizes scheduling, service logs, mileage tracking, billing, and document management in a single secure system — reducing administrative overhead and helping care teams maintain compliance at scale.

Services
Data AnalyticsDesignWeb DevelopmentQuality Assurance
Technologies
AWS

About Swovo

Built in Boulder. Trusted Worldwide.

Swovo is an award-winning boutique design and engineering consultancy founded in Boulder, Colorado. We started in 2018 with a simple goal: build exceptional design and engineering teams powered by top talent across Latin America.

Our 40+ person team operates across Brazil, Colombia, Argentina, and the Dominican Republic — delivering senior-level expertise with real-time collaboration for US-based companies.

From early-stage startups to enterprise platforms, we help teams move faster without compromising quality.

80

80

Net Promoter Score

3+

3+

Year avg client relationship

5.0

5.0

Clutch rating

50+

50+

Industry awards

OUR AWS TALENT

Top 1% AWS Engineers without the hiring bottleneck.

Swovo's AWS teams combine deep technical expertise with real-world product experience across startups, scale-ups, and enterprise platforms.

The Swovo engineering team

Vetted Senior Talent

We prioritize senior-level talent that can operate independently without constant oversight.

Timezone Aligned

Our LatAm teams overlap with US business hours. No more overnight turnaround on simple questions.

US-Based Account Management

A US-based point of contact who understands your goals, priorities, and workflow.

Scalable Teams

Need two engineers this quarter and five next quarter? We scale alongside your roadmap without the recruiting delays.

Product-Ready Engineers

Engineers who understand products — not just tickets. From architecture and performance to usability and maintainability, our teams build software that supports long-term product and business goals.

40+Team members
10+Team's avg yrs experience
4+Year avg employee tenure
Top 1%Vetted talent
Swovo team member 1Swovo team member 2Swovo team member 3Swovo team member 4

Scale your AWS team with confidence.

the swovo ai advantage

AI expertise, built into every team.

Our AI-trained team uses cutting-edge tools to move faster, work smarter, and deliver more value for your investment.

80+AI tools in our toolkit
200+Projects accelerated with AI
40+AI-trained professionals
Swovo
Claude
ChatGPT
Cursor
Fireflies
GitHub Copilot
Google Gemini
Lovable
Windsurf

AWS Technologies

Types of AWS Solutions We Build

Explore the different AWS solutions we develop to support specific business needs

  • Efficiently transfer your data to and from various sources with our seamless data migration services.

    Data Migration Solutions

Testimonials

Trusted work, proven by clients.

Hear from our clients who trusted the process, saw the impact, and stayed proud of the result.

Heidi Hildebrandt

Exceptional UX know-how, integrating usability and design to deliver a powerful product.

Heidi Hildebrandt

Director of Product, Osmosis

Storey Jones

They deconstructed our idea and provided it back to us in an incredibly smart and accessible manner.

Storey Jones

Founder and CEO

Brian Bar

We hired Swovo to build a platform that would help connect talent with the right company.

Brian Bar

Founder and CEO

Flexible Engagement Models

Hire AWS Experts Your Way.

Whether you need to extend your existing team or hand off an entire project, we'll tailor an engagement that fits your workflow, priorities, and timeline.

Full Project Delivery

Full Project Delivery

Want one partner to own the entire project?

From discovery and design to engineering and launch, Swovo delivers the product while keeping your team informed every step of the way.

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Embedded Experts

Embedded Experts

Need senior AWS experts on your team?

Add experienced specialists who plug into your existing workflows, collaborate with your team, and start contributing from day one.

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How We Work

Start your AWS project in 2-4 weeks.

We handle planning, onboarding, and team integration – seamlessly embedded into your workflow.

Step 01

Align on Goals and Priorities

Share your goals, timeline, and product challenges. We'll align on priorities and recommend the right engagement model for your team.

Step 02

Start Building

Once we align on the right team structure, we embed senior specialists directly into your workflow. Engagements begin within 2–4 weeks of contract signing.

Step 03

Ensure Quality & Consistency

Clear reporting, regular reviews, and ongoing communication keep projects on track and stakeholders informed from kickoff to delivery.

Turn your idea into a clear plan.

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BUILT FOR PERFORMANCE AND SCALE

The Stack Behind Our Reliable AWS Products.

From architecture and development to cloud infrastructure and testing, our engineers bring the complementary expertise needed to deliver production-ready solutions with AWS.

Data & Analytics

11

Data & Analytics

We build scalable data and analytics solutions using data pipelines, dashboards, business intelligence, and predictive models to turn complex data into clear insights and better business decisions.

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DevOps

8

DevOps

We create secure, automated infrastructure that makes releases faster, safer, and more predictable. Our DevOps expertise helps teams reduce deployment risk, improve visibility, and scale without sacrificing reliability.

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Artificial Intelligence

6

Artificial Intelligence

We use AI to solve real product and operational challenges—from intelligent automation and natural-language experiences to predictive insights. Every solution is designed to work reliably within your existing product and workflows.

  • Anthropic Claude
  • AWS Bedrock
  • Hugging Face
  • LangChain
  • LlamaIndex
  • OpenAI
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Backend

13

Backend

We build the systems that keep complex products running reliably, from APIs and integrations to data architecture and background processing. Our backend technology choices prioritize performance, security, and long-term maintainability.

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Design

4

Design

Our designers use proven tools for research, prototyping, interface design, and design systems to turn complex requirements into intuitive digital experiences. The result is polished, buildable work that helps product teams move faster.

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Frontend

6

Frontend

We build fast, accessible interfaces that translate complex product requirements into intuitive user experiences. Our frontend technology choices support consistent performance, scalable design systems, and code that remains easy to maintain.

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Mobile

7

Mobile

We build native and cross-platform applications that perform reliably across iOS and Android. Whether supporting one platform or both, we prioritize responsive experiences, maintainable code, and a strong foundation for growth.

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MEET YOUR TEAM

Build Your AWS Product With Top 1% Talent

Add experienced AWS engineers to your team to fill skill gaps, increase capacity, and ship reliable, scalable products faster.

FAQs about AWS Glue Software Development

Find answers to common questions related to AWS Glue Software Development services and solutions.
What is AWS Glue and how does it benefit software development?
AWS Glue is a serverless ETL (Extract, Transform, Load) service that makes it easy to prepare and load data for analytics. It benefits software development by automating the process of discovering, cataloging, and transforming data at scale.
Can AWS Glue be integrated with other AWS services?
Yes, AWS Glue can be integrated with various AWS services like Amazon S3, Amazon RDS, Amazon Redshift, etc., to create end-to-end data processing pipelines in the cloud environment.
What programming languages are supported in AWS Glue?
AWS Glue supports Python and Scala for writing scripts to perform ETL operations, making it flexible and easy to work with in a software development context.
How secure is data processing in AWS Glue?
AWS Glue ensures data security through features like encryption, access controls, and compliance certifications, providing a secure environment for processing sensitive data in software development projects.
Does AWS Glue offer scalability for growing software projects?
Yes, AWS Glue is designed to scale automatically based on the volume of data being processed, making it suitable for both small and large-scale software development projects.
What is the typical workflow of using AWS Glue in software development?
The typical workflow involves data source discovery, ETL job creation, data transformation, and loading into the desired data store or analytics platform, streamlining the data processing tasks for software developers.
Can AWS Glue assist in data governance and compliance for software projects?
Yes, AWS Glue offers features for data cataloging, metadata management, and data lineage tracking, which are essential for maintaining data governance and compliance in software development projects.
Is AWS Glue suitable for real-time data processing in software development?
AWS Glue is more focused on batch processing rather than real-time data processing. For real-time requirements, integrating AWS Glue with other AWS services like Kinesis can provide a comprehensive solution for software development needs.
From the Blog

Read about AWS Glue Software Development

AWS Glue Software Development Services | Swovo