Forward Deployment Engineer - Internal Delivery

AP Solutions GmbH
München

Forward Deployment Engineer - Internal Delivery

Key responsibilities

As an Forward Deployment Engineer within Advanced Analytics (DA3), Chief Data Office Area - Allianz Partners, you report to the Head of Advanced Analytics. You embed with internal business units and product teams to turn AI opportunities into production outcomes.

You scope on real workflows, prototype quickly, and ship full-stack solutions that integrate with enterprise systems, then harden them for reliability, scale, and compliance.

Working closely with the Lead for AI Architecture & Implementation, you align to reference architectures, patterns, and guardrails to ensure robust, secure, and cost-effective delivery across a B2B2C context.

As an Forward Deployment Engineer, you are in charge of the following:

  • Embed & own delivery: Translate internal objectives into scoped workstreams, delivery plans, and acceptance criteria; hold the bar on KPIs/SLAs, cost, and timelines from first prototype to stable operations.
  • Shape solution design: Select fit-for-purpose approaches (predictive ML, GenAI, agents, decisioning, automation), data sources, and integration patterns; define NFRs (security, privacy, performance, reliability, cost).
  • Data integration & discovery: Inventory and profile data sources and target/output systems; assess and prototype source connections (APIs, event streams, DBs, files) and output integrations (apps, services, analytics/BI, operational systems).
  • Build hands-on: Develop production features (APIs, orchestration, evaluators, prompts, simple UIs) and integrate with our internal platform (data/storage, compute, identity, networking, monitoring) to ship usable software—not just POCs.
  • Launch & scale: Run pilots/A-B tests and phased rollouts with internal teams; drive change management, training, and enablement to achieve adoption and measurable uplift in business KPIs.
  • Operate & improve: Establish monitoring, evaluations/guardrails, incident handling, and continuous improvement for quality, drift, safety, and cost; maintain runbooks, service/model cards, and playbooks.
  • Governance by design: Embed GDPR, privacy-by-design, Responsible AI controls, and EU AI Act readiness with Risk, Legal, and Compliance from discovery through operations.
  • Stakeholder engagement (internal-first): Communicate progress, risks, and trade-offs in business terms to product owners and leaders; coordinate with internal platform and data teams; remove delivery blockers.
  • Troubleshoot end-to-end: Triage data, model, and integration issues across environments; drive rapid root-cause and remediation

What you bring

  • 2 to 4 years delivering AI/analytics solutions in enterprise settings with end-to-end involvement from scoping to steady-state ops.
  • Education: Bachelor’s/Master’s in CS, Data/AI, Statistics, or related—or equivalent practical experience delivering AI solutions.
  • Engineering-first mindset: Proficiency writing production code (e.g., Python/TypeScript/SQL); comfortable standing up integrations, workflows, and lightweight UIs to meet internal user needs quickly.
  • AI solution patterns: Working knowledge across predictive ML, GenAI/LLMs, and AI agents; experience with evaluation, guardrails, and reliability in production.
  • Cloud & platform: Practical experience with Azure for enterprise deployment; bonus for containers/Kubernetes, CI/CD, and observability.
  • ML/AI operations: Experimentation, deployment, monitoring, incident management, lifecycle controls, and cost/performance optimization.
  • Internal stakeholder fluency: Ability to translate business needs into delivery plans; communicate complex topics clearly to non-technical stakeholders; thrive in ambiguous, cross-functional environments.
  • Governance: Working knowledge of GDPR, EU/AI Act, Responsible AI, and control frameworks; experience partnering with Risk/Compliance.
  • Tools: Effective use of AI-assisted dev tools (e.g., GitHub Copilot) to accelerate build and delivery.
  • Languages: English (fluent).

What we offer

Our employees play an integral part in our success as a business. We appreciate that each of our employees are unique and have unique needs, ambitions and we enjoy being a part of their journey.

We are there to empower and encourage you with your personal and professional development ensuring that you take control by offering a large variety of courses and targeted development programs.


All that in a global environment where international mobility and career progression are encouraged. Caring for your health and wellbeing is key priority for us. This is why we build Work Well programs to providing you with peace of mind and give the flexibility in planning and arranging for a better work-life balance.


80588 | Data & AI | Management | Allianz Partners | Full-Time | Permanent

Allianz Group is one of the most trusted insurance and asset management companies in the world. Caring for our employees, their ambitions, dreams and challenges, is what makes us a unique employer. Together we can build an environment where everyone feels empowered and has the confidence to explore, to grow and to shape a better future for our customers and the world around us

We at Allianz believe in a diverse and inclusive workforce and are proud to be an equal opportunity employer. We encourage you to bring your whole self to work, no matter where you are from, what you look like, who you love or what you believe in

We therefore welcome applications regardless of race, ethnicity or cultural background, age, gender, nationality, religion, social class, disability or sexual orientation, or any other characteristics protected under applicable local laws
and regulations. Great to have you on board. Let's care for tomorrow.

Standort

AP Solutions GmbH, Munich

Veröffentlicht am 2025-09-20

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