Built for teams running
Akka Development Services
Scala Teams covers the full range of Akka work: new distributed systems built on the actor model, cluster architecture and sharding, performance tuning for systems under real production load, and ongoing support for systems already running. If your team is navigating the Akka license change or considering a move to Pekko, see our dedicated Akka License Migration page, our engineers have handled that decision for other teams and can walk you through both paths honestly.
The Akka Ecosystem Our Engineers Already Know
No ramp-up time spent learning tools. They've shipped with all of this before.
Akka
Akka Streams
Akka HTTP
Akka Cluster
Apache Pekko
Scala 3
ScalaTest
Kafka
Docker
Kubernetes
Why the Actor Model Matters
Isolated state, no race conditions
Most concurrency bugs come from two things touching the same shared state at once with nothing stopping them. Each actor owns its state exclusively and communicates only through messages, removing that failure mode structurally.
Recovery by design, not by patch
Actors recover from failure through a built-in supervision hierarchy, rather than through retry logic a team has to build and maintain by hand. That matters most where failure is expensive: financial infrastructure, distributed services, and the concurrency layer behind AI agents.
How Scala Teams Deploys
Single Engineer
Need one senior Akka developer to own a specific system or migration? We match and deploy fast.
Dedicated Team
A full-time, long-term team embedded in your engineering org, with daily standups and direct communication.
Full-Cycle Delivery
A managed engagement covering architecture, QA, and delivery, from day one to shipped.
Scoped Engagement
For a defined migration or build, we deploy the right engineers against a defined timeline.
Where Scala Teams Delivers Akka Work
Financial systems
Event-driven trading platforms and risk engines built on the actor model, where fault tolerance isn't optional.
Distributed systems
Cluster-based architectures that need to stay resilient under partial failure.
Real-time processing
Akka Streams pipelines integrated with your broader Kafka and Spark infrastructure.
AI agent concurrency
Actor-based architecture for multi-agent systems, where isolated state per session prevents the corruption async frameworks are prone to. Read the technical case.
What to Look for When You're Evaluating an Akka Partner
Actor model depth, not just framework familiarity
Building genuinely fault-tolerant, concurrent systems with the actor model is a different skill than using Akka HTTP to stand up an API. Ask what they've built, not just what they've touched.
Cluster and failure-recovery experience
Distributed systems fail in ways that are hard to predict. A partner who can speak concretely to supervision strategies and cluster sharding has been through it before.
Real experience with the license landscape
Ask whether they've actually evaluated Akka's licensing terms or executed a Pekko migration, not just heard of the change.
Clear communication standards
What matters is how async handoffs work, how decisions get documented, and what happens when something goes sideways.
How It Works
Frequently Asked Questions
Is Akka or Pekko the right choice for a new project?
It depends on your licensing situation and appetite for a vendor relationship. See our Akka License Migration page for a full breakdown, or talk to us directly and we'll walk through both paths for your specific case.
How long does it take to hire a senior Akka developer?
Traditional recruiting for engineers with real production Akka experience can take months. Scala Teams compresses that to days.
Can Akka be used for AI agent systems?
Yes, and it's a strong fit. The actor model's isolated state and built-in supervision solve concurrency and failure-recovery problems that async agent frameworks often patch around with manual coordination. Read the full technical breakdown.
What does it cost to hire an Akka developer through Scala Teams?
Engagements are scoped to the work, not billed by headcount. A single embedded engineer, a dedicated team, and a fixed-scope migration each carry a different cost profile, so we give you a direct number once we understand what you need rather than a range that means nothing.
Can I hire just one Akka developer, or does this require a full team?
Either. Some clients bring on a single senior engineer to own a specific system or migration, others need a full engagement for a larger initiative. The model and the accountability are the same either way.
Is Scala Teams a staffing agency for Akka developers?
No. A staffing agency places individual candidates and steps back once the contract is signed. Scala Teams stays accountable to what ships.
Is Scala Teams an outsourcing company?
Yes. Our engineers work outside your direct headcount. What sets us apart is accountability: we stay responsible for the quality of what ships, instead of stepping back once someone is placed.