Senior AI Agentic Engineer

Profile Software; Stockholms kommun; Hybrid; SEK 995,355 - 1,437,735; Full time

Benefits offered by this job

Meal Vouchers

Medical & Life Insurance

Development opportunities

Job summary

Profile Software in Athens, Greece, seeks a Senior AI Agentic Engineer to own the product vision and architecture for the Profile One platform, combining product thinking with hands-on system design in a hybrid role.

You will lead an in-house team, collaborate with external partners, and drive production-grade agentic solutions, ensuring compliance and performance across the stack.

Qualifications

• 8+ years in software engineering with production systems on LLMs or agentic frameworks.
• Banking and wealth management domain experience.
• Hands-on with at least one agentic framework (LangGraph, LangChain, AutoGen, CrewAI) including supervisor patterns.
• Strong AWS engineering background with production AI/ML stacks.
• Experience designing evaluation frameworks for non-deterministic AI outputs.

Responsibilities

• Own the architecture and patterns for orchestration and memory in the agentic platform.
• Lead implementation across the agent framework stack with lifecycle decisions.
• Design integration patterns with systems of record, focusing on read-side SQL/T-SQL layers.
• Define and operate evaluation layers: golden datasets, regression suites, agent metrics.
• Own observability, tracing, and cost/perf envelope of the platform.
• Manage in-house team and coordinate with external partner during the PoC phase.
• Collaborate with operations and commercial leads to deploy deployed agents.
• Ensure production readiness: SLOs, security, regulatory alignment.

Job description

The Senior AI Agentic Engineer, based in Athens, Greece, bridges both worlds — owning the product vision and roadmap for Profile One, while leading the technical architecture of our AI projects. This is a hybrid role for someone who thinks in products and builds in systems, equally comfortable defining what gets built and getting into the detail of how it works.

What will you need to do:

Agentic architecture and engineering

• Own the architecture of the Group's agentic platform: orchestration patterns (supervisor / sub-agent), agent decomposition, tool-calling design, memory and state management, error handling and human-in-the-loop integration
• Lead implementation across the agent framework stack — LangGraph, LangChain or equivalent — with a strong opinion on framework choice and lifecycle
• Design integration patterns with our systems of record, with primary focus on read-side integration via the SQL / T-SQL output layer
• Define and operate the evaluation layer — golden datasets, regression suites, agent-level metrics and human review workflows for non-deterministic outputs
• Own the observability and tracing stack (Langfuse, CloudWatch) and the runtime quality, latency and cost envelope of the platform

Team leadership and capability build

• Lead the in-house agentic engineering team (Agent Developer, Data Engineer) with technical mentorship, code review
• Manage the relationship with our external delivery partner during the PoC phase; define the transition plan from external-led delivery to internal ownership of core capability

Use case delivery and commercialisation

• Partner with our operations team and with Group commercial leads to convert client demand (process automation, reconciliation, exception handling, communications) into deployed agents
• Translate operational process descriptions into agent designs — including with input from Business Analysts and operations subject-matter experts
• Own production readiness: SLOs, security review, regulatory alignment (DORA, MiFID II, GDPR, NIS2), and acceptance criteria for client-facing pilots

Cross-functional engagement

• Work alongside the ProfileOne Product Manager on the architectural separation between unifying layer and agentic platform
• Partner with the AWS infrastructure / DevOps function on production deployment, scaling and security hardening
• Represent the agentic platform in client technical discussions, internal SteerCo updates and Group-level architectural reviews

Requirements

What You Will Bring:

• 8+ years in software engineering, including 3+ years actively building production systems on top of LLMs or agentic frameworks (not only experimentation or prototyping)
• Strong experience in the banking and wealth management domain, with understanding of financial products, investment workflows, portfolio management, client servicing, and the operational and regulatory constraints of financial institutions
• Hands-on, recent experience with at least one agentic framework — LangGraph, LangChain, AutoGen, CrewAI, or comparable — including supervisor / multi-agent patterns
• Strong AWS engineering background (Bedrock, Lambda, S3, IAM, CloudWatch); production operating experience on AWS-native AI/ML stacks
• Demonstrated experience designing evaluation frameworks for non-deterministic AI outputs: golden datasets, regression testing, human review workflows, agent-level metrics

Benefits

What We Offer:

• Competitive and performance-based remuneration
• Meal Vouchers
• Medical & Life Insurance Plan
• New experiences within a multinational environment and global teams
• Team spirit environment with passion for technology
• Development opportunities within a market-leading, fast-growing organization!

We are an equal opportunities employer.

About Profile:

Founded in 1990, Profile Software is a leading international software solutions provider for the Banking and Investment Management industries, with global offices in key financial centers and presence in 50 countries across 4 continents, as well as a listed company in Athens Stock Exchange. Thanks to our passionate, highly aspirated and tech savvy people, we deliver innovative, agile, and award-winning solutions to the biggest FinTech institutions, always aiming to develop on cutting-edge technologies (mobile, cloud, AI), offering various deployment methods (BPO, SaaS) and competitive functionality.