22.09.2026

AI Consultant

AI Tooling, Assessment, Advisory

AI ROOTS DATA CASE

Join a consulting engagement helping a large enterprise's internal software development organization choose, configure, and roll out the right AI-assisted development tooling across roughly 80 developers working in Java and TypeScript across mobile, web, backend, and infrastructure teams.

Start

12.10.2026, ASAP

Duration

3mo

Location

Hybrid, remote

Allocation

40 - 80%

In this role, you will:

Assess the organization's current AI tooling (GitHub Copilot) against its real needs — including its limits, such as restricted model choice and tight coupling to the GitHub ecosystem — and recommend what should replace or complement it, for example an AWS Bedrock-based backend with a custom harness/tooling layer on top.
Bring outside experience on how a multi-model, enterprise-grade AI development tooling should be architected and governed, building on the background research the team has already done internally.
Keep a forward view of what developers want and need now versus six months out, so the chosen setup doesn't fall behind quickly.
Make sure the recommended setup satisfies the organization's security and governance requirements.
Support rollout to developers once a direction is set — at minimum clear usage guidance, onboarding support, and follow-up as adoption progresses.
Work across a tooling intended to serve the whole software development organization, not just one team or language stack.

You will thrive if:

You have hands-on, current experience evaluating and standing up AI-assisted development tooling at scale — GitHub Copilot, Claude Code, AWS Bedrock-based setups, or comparable stacks — and understand the trade-offs around model access, vendor lock-in, and governance.
You can operate consultatively at first — advising on direction and architecture — and then help translate that into a practical rollout: guidance, workshops, and developer support.
You're comfortable balancing enterprise security/governance requirements with developer experience and adoption.
You can work independently and reach a recommendation efficiently, building on research the client has already started rather than starting from zero.
You're available to start relatively soon for an engagement expected to run roughly 2–3 months plus a follow-up/support period, at around 50% allocation — full-time is not required.
English is required, Finnish is a big plus.

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