Software Architecture

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James Nicolson

Freelance Software Architect
UTC-08:00
United States
Toptal Member Since July 6, 2020

James is a leader and engineer with deep expertise in technology solutions for the financial services sector. He integrates business and financial strategy with technology, data and software architecture, design, and coding. Believing in the power of knowing a lot about a lot of things, James connects the dots, creates simplicity, rolls up his sleeves to do the work, and cultivates great teams.

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Alexander Weber

Freelance Software Architect
UTC-08:00
Germany
Toptal Member Since August 11, 2021

With 12+ years of experience in software engineering ranging from startups to global corporations, Alexander has collected a comprehensive set of experiences while working on diverse projects. He's worked himself up from being a software engineer to the level of a distinguished software engineer in big corporations, also having had the role of director for engineering, to name a few.

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Gustavo Cardozo

Freelance Software Architect
UTC-08:00
Canada
Toptal Member Since January 21, 2022

Gustavo is a software developer with around 17 years of experience, working mainly on the back end and occasionally on the front end. As a self-learner, he thrives on using the latest technologies, frameworks, and software architectures. He has significant experience with Microsoft technologies, namely .NET, C#, SQL, and Angular, and is also an expert in Azure DevOps. Gustavo enjoys collaborating remotely and on-site with multicultural teams from diverse locations and time zones.

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Brian Dolan

Freelance Software Architect
UTC-05:00
United States
Toptal Member Since September 17, 2020

Brian is a versatile and experienced software engineer seeking interesting technical challenges. His professional experience includes software architecture for medical devices, international team leadership, embedded systems, and C/C++. Outside of the office, his experience and interests include machine learning, robotics, and real-time 3D graphics.

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Dee Acharjya

Freelance Software Architect
UTC-05:00
United States
Toptal Member Since March 19, 2024

Dee is a full-stack engineer with experience leading teams and providing hands-on coding for scalable solutions. He has contributed to projects in diverse industries, including document management, blockchain, legal, and telecommunications, becoming highly proficient in Node.js, NestJS, React, Next.js, GraphQL, .NET, and C#. Dee is also adept at managing SQL and NoSQL databases and deploying CI/CD pipelines using GitHub Actions, Docker, and Kubernetes.

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Andre Pontes

Freelance Software Architect
UTC+00:00
Portugal
Toptal Member Since June 29, 2021

Andre is a full-stack developer with six years of experience, specializing in software architecture and distributed systems. In addition to working with international teams to deliver complex systems operating on a global scale, Andre founded a small technology services company while pursuing his master's degree in computer science. His technical expertise is complemented by critical thinking, team and time management, and excellent communication capabilities.

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Bartosz Frąckowiak

Freelance Software Architect
UTC+01:00
Poland
Toptal Member Since April 7, 2022

Bartosz is a seasoned software engineer with over a decade of experience focused on developing and leading projects in the IT sector. Passionate about software architecture, Bartosz has a proven ability to identify and drive strategic programs from inception to launch and thrives in collaborative, team-oriented, and ambiguous environments. Specialized in several technologies, programming languages, and frameworks, Bartosz is an asset to any team.

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Tomislav Capan

Freelance Software Architect
UTC+01:00
Croatia
Toptal Member Since February 20, 2013

Tomislav is a seasoned software engineer, consultant, and solutions architect with over a decade of experience. Starting as a technical co-founder in an online media business, he grew it to over 100,000 monthly readers. He now provides technical leadership, designing scalable cloud solutions that drive business growth. Tomislav excels in guiding clients through technical challenges, refining complex architectures, optimizing cloud infrastructures, and enhancing remote team productivity.

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Amiran Melia

Freelance Software Architect
UTC+04:00
Georgia
Toptal Member Since July 29, 2019

Amiran is an experienced software developer and architect with a passion for creating efficient and scalable solutions. Over the past ten years, he has honed his skills in developing applications and software architecture across a variety of programming languages and platforms, mainly .NET. Notably, Amiran has extensive experience in microservices architecture and has successfully designed and implemented complex systems utilizing this methodology. He has also led a team of 10 developers.

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Timur Bakibayev

Freelance Software Architect
UTC+05:00
Kazakhstan
Toptal Member Since March 12, 2021

Timur is a full-stack software developer with over 20 years of experience and a PhD in computer science. Timur created a salary calculation optimization that was purchased by Microsoft. It calculated salaries more than ten times faster than other solutions. He has delivered over 30 projects with optimized algorithms and databases in the roles of a data analyst, CTO, and software and ERP developer. He understands complex business processes and writes efficient, high-quality code.

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Eduardo Schuelter

Freelance Software Architect
UTC+12:00
New Zealand
Toptal Member Since April 28, 2020

With 20 years of hands-on experience in software development and integration, Eduardo has taken on roles ranging from software solutions architect to technical project and account manager. He has 15+ certifications, mainly in Microsoft technologies (Azure), as well as Java and SQL. Eduardo is a seasoned software engineer with a deep knowledge of the main cloud providers' capabilities, implementing system integrations using REST APIs and creating solutions while keeping the big picture in mind.

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A Hiring Guide

Guide to Hiring a Great Software Architect

The software architect's role is a blend of a senior developer, a team lead, and a CTO—but the proportions vary wildly throughout the industry. Find out what a great software architect is like in this handy hiring guide.

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Tripcents wouldn't exist without Toptal. Toptal Projects enabled us to rapidly develop our foundation with a product manager, lead developer, and senior designer. In just over 60 days we went from concept to Alpha. The speed, knowledge, expertise, and flexibility is second to none. The Toptal team were as part of Tripcents as any in-house team member of Tripcents. They contributed and took ownership of the development just like everyone else. We will continue to use Toptal. As a startup, they are our secret weapon.

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I am more than pleased with our experience with Toptal. The professional I got to work with was on the phone with me within a couple of hours. I knew after discussing my project with him that he was the candidate I wanted. I hired him immediately and he wasted no time in getting to my project, even going the extra mile by adding some great design elements that enhanced our overall look.

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The developers I was paired with were incredible -- smart, driven, and responsive. It used to be hard to find quality engineers and consultants. Now it isn't.

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Toptal understood our project needs immediately. We were matched with an exceptional freelancer from Argentina who, from Day 1, immersed himself in our industry, blended seamlessly with our team, understood our vision, and produced top-notch results. Toptal makes connecting with superior developers and programmers very easy.

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How to Hire Software Architects Through Toptal

1

Talk to One of Our Client Advisors

A Toptal client advisor will work with you to understand your goals, technical needs, and team dynamics.
2

Work With Hand-selected Talent

Within days, we'll introduce you to the right software architect for your project. Average time to match is under 24 hours.
3

The Right Fit, Guaranteed

Work with your new software architect for a trial period (pay only if satisfied), ensuring they're the right fit before starting the engagement.

Capabilities of Software Architects

Build robust and future-proof software systems tailored to your requirements. Toptal’s talented software architects leverage their expertise in system design and integration to optimize workflows, guide development teams, and build scalable and efficient solutions aligned with your business goals.

Defining Software Architecture

Software architecture focuses on the design of a system’s structure by selecting the frameworks, technologies, and architectural patterns that facilitate continued scalability, maintainability, and system performance. Toptal’s dedicated software specialists shape these blueprints by adopting best practices to build efficient and reliable software ecosystems.

Technical Roadmaps

A technical roadmap serves as a comprehensive guide outlining a software project’s trajectory, encompassing critical milestones, resource requirements, and deliverables in tandem with business objectives. To align projects with your business goals, our software engineers develop clear and precise roadmaps that emphasize key milestones and resources.

Selecting Technology Stacks

The technology stack is a set of programming languages, frameworks, and tools that form the infrastructure of a software application. Toptal’s architects carefully assess and select the best combination of technology stacks, tools, and platforms to create effective solutions that are resilient for tomorrow’s needs.

Coding Standards and Guidelines

Coding standards are a set of guidelines and conventions used to unify programming efforts across development teams. To elevate code quality and consistency, our software engineers establish precise coding standards and guidelines following best practices and optimized workflows.

Collaborating with Stakeholders

A project’s success is dependent on effective and ongoing communication with stakeholders. Our experienced engineers build strong relationships with product managers, developers, and clients, ensuring their feedback and needs inform comprehensive technical strategies that align with business goals.

System Design Reviews

The goal of a system design review is to validate that the architectural plans comply with essential guidelines and principles. Toptal’s experienced engineers conduct comprehensive reviews, detecting potential issues and implementing solutions that enhance the system’s efficiency and alignment with project objectives.

System Scalability and Performance

To maintain optimal performance during periods of high traffic, a system must be designed with a robust architecture and efficient resource management. Our engineers optimize system performance through strategic design and implement load-balancing strategies to sustain system responsiveness and efficiency during periods of growth.

Integration Strategies

Many modern software systems comprise a multitude of distinct components that communicate and exchange data seamlessly. In order to enhance system performance, our software engineers design comprehensive integration strategies focused on establishing interoperable frameworks that connect diverse components effortlessly.

Risk Assessments and Mitigation Planning

With the complexity of modern software architectures, every component must be scrutinized to uncover potential weaknesses that could impact a project’s success. Toptal’s experienced team of engineers conducts thorough risk assessments, formulating mitigation strategies to address any potential issues.

Leading Development Teams

Mentoring and guidance are integral to the software development process. Toptal’s senior developers actively engage in the mentorship process, offering technical guidance and innovative solutions to help developers navigate and overcome any complex technical challenges that may be encountered in their projects.

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FAQs

  • How quickly can you hire with Toptal?

    Typically, you can hire a software architect with Toptal in about 48 hours. For larger teams of talent or Managed Delivery, timelines may vary. Our talent matchers are highly skilled in the same fields they’re matching in—they’re not recruiters or HR reps. They’ll work with you to understand your goals, technical needs, and team dynamics, and match you with ideal candidates from our vetted global talent network.

    Once you select your software architect, you’ll have a no-risk trial period to ensure they’re the perfect fit. Our matching process has a 98% trial-to-hire rate, so you can rest assured that you’re getting the best fit every time.

  • To hire the right software architect, it’s important to evaluate a candidate’s experience, technical skills, and communication skills. You’ll also want to consider the fit with your particular industry, company, and project. Toptal’s rigorous screening process ensures that every member of our network has excellent experience and skills, and our team will match you with the perfect software architects for your project.

  • At Toptal, we thoroughly screen our software architects to ensure we only match you with the highest caliber of talent. Of the more than 200,000 people who apply to join the Toptal network each year, fewer than 3% make the cut.

    In addition to screening for industry-leading expertise, we also assess candidates’ language and interpersonal skills to ensure that you have a smooth working relationship.

    When you hire with Toptal, you’ll always work with world-class, custom-matched software architects ready to help you achieve your goals.

  • You can hire software architects on an hourly, part-time, or full-time basis. Toptal can also manage the entire project from end-to-end with our Managed Delivery offering. Whether you hire an expert for a full- or part-time position, you’ll have the control and flexibility to scale your team up or down as your needs evolve. Our software architects can fully integrate into your existing team for a seamless working experience.

  • We make sure that each engagement between you and your software architect begins with a trial period of up to two weeks. This means that you have time to confirm the engagement will be successful. If you’re completely satisfied with the results, we’ll bill you for the time and continue the engagement for as long as you’d like. If you’re not completely satisfied, you won’t be billed. From there, we can either part ways, or we can provide you with another expert who may be a better fit and with whom we will begin a second, no-risk trial.

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Software Architecture

How to Hire Software Architects

8 Traits of a Great Software Architect

You can see a business need developing. Maybe it’s a startup with a new product that the company depends on, or an enterprise business releasing a new product or feature to the mass public. Whatever the case, developing an application that serves said business need in an optimal way while maintaining quality code—this is no simple task. Using an agile approach in the development process can help ensure the product evolves efficiently while meeting client needs. But who is responsible for designing the development plan or the project roadmap that will serve the business needs? Who is qualified to make such decisions?

These questions both have the same answer: a software architect.

But what exactly is a software architect?

A software architect is usually a developer with extensive end-to-end product experience, in addition to knowledge and skills in some non-technical areas that we’ll get into below. Soft skills such as communication and problem-solving are essential to bridge the gap between technical requirements and business goals. The software architect role is not even necessarily a full-fledged position: Instead, it’s more of a title that is given to a developer who has what it takes to take a business idea and turn it into a complete product.

Thus the software architect’s role is a blend of a senior developer, a team lead, and a CTO—but the proportions vary wildly throughout the industry. Let’s dive into what they typically have in common.

1. Software Architects Have an Eye for the Type of Client

A great software architect has an eye for the type of client they are working with. Some clients don’t have a clear vision of what is possible. They have no long-term plan for their product, constantly changing requirements and structure.

It’s the software architect’s job to have an accurate view of such approaches. This means presenting possible future plans and designs that could serve the development team to prevent breaking changes. A well-written job description for the software architect position can help attract talent capable of managing such diverse scenarios.

Or the early introduction of some features that may require heavy refactoring in the codebase or even data migrations if presented late. For example, a migration from a NoSQL database to an SQL database might take weeks or even months to prepare for. The scripts and procedures to maintain consistency of the data and a rewrite of the back-end functionality to work with the new database is not an easy task.

The other type of client is the one who knows exactly what he/she wants. They have a clear roadmap for the product and a clear vision. During onboarding, software architects should work closely with such clients to ensure the roadmap aligns with both technical feasibility and business goals. They still fall short on some things, and business usually forces the roadmap to change sooner or later. But at least they have a plan. This type makes the life of a software architect much easier, but it introduces some challenges. Firstly, the software architect needs to make sure that the roadmap actually has a reasonable timeframe (discussed below). Secondly, sometimes it introduces constraints like the integration with a badly documented API just because it’s cheaper for the business to use that service for example.

2. Software Architects Understand Business Requirements

A top software architect is able to communicate effectively with the business owner, the CEO, or the client. They are able to tease out exactly what the client has in mind for the output while keeping the technical difficulties and challenges in the back of their mind. This requires strong soft skills to navigate conversations, whether conducted in person, over email, or through platforms like LinkedIn.

Software architects are able to effectively:

  • Discuss requirements and challenges with technical and non-technical clients alike
  • Simplify and draw a conclusion to the client’s requirements

And on the development side, they are able to:

  • Draw a sketch of the relevant data models and how they are connected to one another
  • Understand the best language(s), database(s), and tools that best serve the project’s requirements
  • Recommend technologies such as JavaScript or WordPress if they align with the project’s requirements and goals
  • Dig deep into the requirements and extract the tiniest details to explain and discuss with the development team

Without these skills, a software architect will be building the wrong product from the beginning—an expensive strategy, to be sure!

3. Software Architects Excel at Time Management

A great software architect is also able to manage their time effectively. A software architect doesn’t have to be a team lead: They could be the sole developer of a product or a member of a team of developers.

That said, a software architect acting as a team lead will know how to quickly learn the capabilities of the team they’re leading. They’ll be able to reasonably estimate the time needed for the development of the product, taking into account emergencies, delays, or other problems that may arise. Adopting agile principles in the development process helps with adjusting timelines and managing sprints more effectively. In other words, they’ll be able to give a best-case- and worst-case-scenario estimate for the time needed.

As for software architects working as team members, they are responsible for listening carefully to the estimated time proposed by the team lead and the requirements to be delivered and setting a personal timeline for delivery. They are also responsible for pointing out to the team lead any points they might have missed and/or anything unclear in the requirements given.

4. Software Architects Are Usually Polyglots

Software architects understand that there is no tool that does everything right. Nothing suits everything perfectly. The same concept applies to programming languages, frameworks, libraries, and databases.

Although most popular programming languages can get the job done, they’re not always the best choice for developing the product at hand. For example, JavaScript is highly versatile for frontend and backend development, but PHP might be a better option for server-side applications like WordPress-based websites. Similarly, a strong tech stack tailored to iOS development would prioritize Swift or Objective-C, depending on the project’s requirements. Software architects often consider Python for machine learning models or data-driven backend solutions, as its libraries like TensorFlow or Flask simplify complex tasks.

Having to deal with things like the event loop and blocking code might sometimes slow execution if used in the wrong way, harming the resulting user experience. So while Node.js may be an architect’s personal favorite to develop with, they might put it aside in favor of a Golang-based approach when concurrency is involved. Likewise, they might recommend a Ruby on Rails back end when the client is in a hurry and doesn’t need fine-tuning: Rails’ copious use of magic means it serves as a very effective rapid development framework.

Not only is it a matter of choosing the right programming language, but also about deciding which database to use. Software architects’ first decision is whether to go with an SQL database or a NoSQL database. That depends on multiple variables that are set during the software design phase.

Even after that choice is made, another choice has to be made: Which exact database will be used? Should you go for PostgreSQL or MySQL, if you’re using an SQL database? Should you go for MongoDB or CouchDB, if you’re comparing NoSQL databases?

The best software architects evaluate these decisions not just for technical fit but also in the context of the project’s existing tech stack and future scalability needs.

This is just a simple example that can sometimes be solved by personal preference or the comfort of the development team. But sometimes it will depend on other, non-trivial factors. For example, if you need to store time-series entries you would better off using a database that is optimized for that, such as InfluxDB. It’s no longer a preference, but instead a need: for the sake of performance, scalability, and future-proofing.

The bottom line is that software architects don’t confine themselves to a certain programming language or paradigm and use it everywhere for everything they do. They understand that every tool is suitable for a certain job and instead of being repulsed by change, they embrace it.

5. Software Architects Know the Development Community

Software architects are aware of their wider developer community and its adoption of new trends. They don’t follow trends blindly but instead keep an eye out for potential solutions that can disturb the industry. They also keep tabs on the best places to find emerging talent pools, such as LinkedIn or GitHub, to help build their teams. They may even become an early adopter of a certain technology, in some cases: Flutter was adopted by some companies to develop cross-platform mobile applications before the release of its first stable version.

This isn’t only about new trends, but also about awareness of current technologies. Sometimes a technology gets overtaken by a competitor that serves the same purpose but delivers better features or experiences. For example, Docker Swarm was in a tight race with Google’s Kubernetes for a few years, until it was obvious that the community was more interested in Kubernetes.

For example, software architects hiring for DevOps roles will notice that Kubernetes expertise has become an essential skill listed in job descriptions across the industry. A great software architect is aware of such changes in the community. They know it would be pointless to look for developers or DevOps engineers with experience in Docker Swarm when it’s clear that Kubernetes is taking over and sticking to the current technology might be more harmful to the company and the product more than the good it is delivering.

6. Software Architects Know When to Break Code

Sometimes a product is already built, and in many cases, its existing functionality needs to change. This could be a management decision, a decision made for security reasons, or a number of other reasons.

Other times the code might be good, but the app’s popularity is growing really fast and there is an increased demand on the features to be delivered.

These are some scenarios that a software architect might be challenged with. And their solution might be summarized by one word: “breaking.”

Breaking the code can have two definitions.

The first type is the introduction of solutions that change how the application behaves. It could be for the sake of code readability, the ability to debug faster, or for the performance and/or stability of the app itself.

For example, Stripe used to support cryptocurrencies. An app using Stripe had to have a chunk of code written in its back end to handle transactions with such currencies. When they decided to end support for cryptocurrency payments in 2018, they broke their codebase. They also started a race-the-clock situation for all clients that had implemented the cryptocurrency API—they suddenly faced a deadline either to stop accepting such cryptocurrency payments or migrate to a different payment gateway, at least when handling that kind of payment.

The second type of code-breaking is related to splitting up the codebase. Sometimes applications get so big that they become slow, or too incoherent and dependant to work with. Other times it’s simply the fact that one feature of an application is used more than another.

For instance, in an iOS application experiencing rapid growth in its user base, separating backend services to handle chat functionality independently can significantly improve performance and scalability. Facebook, for example, has separate back-end applications for chat, news feed, games, and other features. Imagine that Facebook had a surge in usage for their chat application. If they had to scale everything related to Facebook just to serve the demand for the chat feature, that would be a really expensive scale. This is why each large feature of an application is usually supported by its own set of back-end services. These microservices can scale fast with a low initialization footprint.

7. Software Architects Know How to Be Cost-Effective

A software architect can also be responsible for making decisions about your app’s deployment. If you’re a startup and you still have a small number of users, it doesn’t make sense to start deploying your application on six different servers distributed in three different regions with three replicas of your database. It’s also illogical to deploy your application, database, and user-uploaded files all on the same five-dollar server with no backup.

Both approaches are wrong. The first is overkill and the second is far too risky. Software architects can predict the size of hardware needed to run your application and use it in a safe manner, without spending too much money on idle servers.

But being cost-effective is not just about deployment and servers. It can also be about the development team that is going to work on the product. We’ve seen it happen where a team of four junior developers was hired, estimated some work would take two months, and delivered the product in eight. Meanwhile, the quality was low and the code was undocumented—a burden for the team that would end up maintaining it.

Great software architects know that it’s better to hire two seniors who will develop the application in a clean, structured way in three months. Sure, everyone has to start somewhere, but the point is, a software architect team lead should have the ability to know when and where to invest the client’s money and resources, and when it’s simply a waste.

8. Software Architects Have an Eye for User Experience (UX)

A software architect is not simply a coder, but instead, they are able to put themselves in the end user’s shoes. They have an accurate idea of how the user will behave. Software architects are also able to gauge how easy is it to deal with the system. Although the main responsibility for that point lies in the hands of the UI/UX designer, it’s still coupled with how the system works in the background.

The development team always knows their way around the app they’ve built, which sometimes makes them forget that new users will need to adapt to new icons, UI flows, or features added to the app. The challenge is to make this adaptation as smooth and short-lived as possible. This happens by following market trends in design. After all, what’s considered “intuitive” is an ever-changing target, complicated by expectations created by other apps the user interacts with.

But even within that, there’s room to make things as simple and consistent as possible. For example, we’ve seen an app in production where the user’s name acted as a link to open the user’s profile, but the user’s picture was left with no action when pressed.

The default behavior that people are used to is that when you press on a user’s picture or the name, you open the profile or a summary of the profile. This is the current standard since it makes it easy to access relevant profile info. But in the example above, on a relatively small screen, it was hard to press on the name and sometimes required multiple presses to get it right. Such a design might even suggest to users that there is no way to navigate to a profile through this context.

Another UX snafoo we’ve seen in production is attaching the functionality of the navigation drawer button to the floating action button (FAB). This is just counterintuitive. A great software architect will catch such issues in the design stage.

In terms of UX, a software architect basically follows one rule: Make it as simple as possible.

The Software Architect in a Nutshell

Software architect is not a title that just any developer can hold, and now you’ve seen the criteria that sets one apart. Software architects have a huge responsibility for what is delivered to the client, and also for making everyone’s lives easier. Choosing a great software architect for your next project is a key ingredient in delivering a successful product—so choose wisely.

Top Software Architects Are in High Demand.

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