Forward AI Deployment Engineer (FDE)

Posted 5 Days Ago
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Hiring Remotely in Kraków, Małopolskie, POL
In-Office or Remote
Entry level
Software
The Role
Embed with client teams to identify operational workflows suitable for AI redesign, translate business problems into technical plans, and deploy production AI systems. Build agentic systems, RAG and data pipelines when needed, establish telemetry and evaluation feedback loops, manage stakeholders, and train client teams to operate and improve the solutions. Commercial Banking, Financial Services, or Insurance experience is required.
Summary Generated by Built In
Company Description

Are you energized by walking into a client's operation, finding the workflow that's actually holding them back, and rebuilding it so AI handles the parts that don't need a person? At Sigma Software, we don't just add AI on top of existing processes  we redesign how the work gets done, with AI built into the operating logic from day one.

We're looking for a Forward AI Deployment Engineer to own that redesign end to end: embedded with the client, hands-on with whatever automation the workflow actually needs, and accountable for turning a real operational problem into something running in production not a demo, not a pilot. Each engagement is built to leave something behind for the next one patterns, infrastructure, governance that already held up in production  so the second engagement doesn't start from zero, and the tenth looks nothing like the first.

Job Description

  • Embed directly with the client's operational team to find the workflow that's actually costing them time, quality, or money before recommending any tooling
  • Own the redesign end to end: rework the decision flow and handoffs around AI, then take the resulting system into production yourself
  • Translate a vague, cross-functional business problem into a concrete technical plan the client's team can actually execute against
  • Prototype fast enough to show the client what's possible, then build only the parts of that prototype the redesigned workflow actually needs
  • Where the redesign calls for it, build the agentic systems, RAG pipelines, or custom data pipelines that make it real never a deliverable in itself, always because the workflow needs it running in production
  • Manage stakeholder alignment across the client's org, escalating early and requesting support before a blocker becomes a delay
  • Build up the client's own team alongside the system pair with their people, explain the reasoning behind each decision, and leave them able to run and improve what you built after you've moved to the next engagement
  • Build the feedback loop from day one telemetry, evaluation pipelines, human-in-the-loop review — so the system keeps improving after you've moved on

Qualifications

  • Proven experience taking AI systems from prototype to production inside a real operating environment, not just in a lab or sandbox
  • You treat LLM/RAG architectures, agentic systems, cloud platforms, and data pipelines as tools for redesigning how work gets done, not as the deliverable — and you're strong and current enough with all of them to actually use them that way
  • Comfort mapping decision logic that's partly undocumented, and judgment about where automation should stop and human accountability should start
  • Excellent communication and stakeholder management — able to advise a client directly and escalate without being asked
  • BFSI domain experience is a must-have: Proven commercial experience delivering solutions for Banking, Financial Services, or Insurance, including understanding business processes, identifying operational challenges, and implementing technology solutions tailored to the domain

Skills Required

  • Proven experience taking AI systems from prototype to production in a real operating environment
  • Strong, current experience using LLM and RAG architectures
  • Strong, current experience using agentic systems
  • Strong, current experience using cloud platforms
  • Strong, current experience using data pipelines
  • Ability to map partly undocumented decision logic and determine where automation should stop and human accountability should begin
  • Excellent communication and stakeholder management skills
  • Ability to advise clients directly and escalate blockers proactively
  • Commercial experience delivering technology solutions for Banking, Financial Services, or Insurance (BFSI)
  • Understanding of BFSI business processes and operational challenges
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The Company
HQ: New York, New York
1,516 Employees

What We Do

Sigma Software Group, an award-winning and trusted IT partner, has been serving customers for over 21 years, providing comprehensive IT solutions to various businesses, ranging from startups to established software product houses. As one of Europe's substantial IT consultancies, it brings together a dedicated workforce of over 2,100 professionals in 40 offices across 19 countries. With a diverse client base, including more than 300 enterprises, including Fortune 500 stalwarts, Sigma Software Group is a preferred choice for developing solutions that help businesses create cutting-edge products while meeting their unique needs. Sigma Software Group operates as a dynamic ecosystem of tech companies, offering 25 ready-to-implement innovative products and 40+ value-added services. Furthermore, Sigma Software Group is committed to fostering innovation through initiatives such as the Sigma Software Labs business incubator, Sigma Software University, the SID Venture Partners VC Fund, UA Tech Network, Techosystem, the European Business Association, and other collaborative efforts. Since 2015, Sigma Software Group has consistently earned recognition on the IAOP's prestigious World's Top 100 Outsourcing list. The company's accomplishments have also been acknowledged by prominent global media outlets such as Forbes, CNBC, The Times, and Reuters

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