Steffen Seitz-Senior Technical PM, CRM Core Experience & AI
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Experience
Senior Technical PM, CRM Core Experience & AI
Propstack GmbH (Scout24 S.E.)
- Built a JTBD-based prioritization framework for 3,000+ accumulated feature requests, identified 27 broker jobs, validated 8 through 25 user interviews, and used the resulting job map as a live prioritization filter for all incoming channels (Upvoty, CSAT, consulting tickets).
- Responsible for the Scout24 Lighthouse initiative: Document Intelligence with full RAG architecture (semantic chunking, bge-m3 embeddings, pgvector, BM25+Dense hybrid retrieval).
- Reduced lead time of customer feature requests to 3.1 days through code analysis, ticket specification, and independent implementation using a coding agent (Codex).
- Developed an LLM-based support agent (GPT-4o mini, Codex-generated merge requests) that reduced 3rd-level escalations from 40% to 5% of all monthly tickets.
- Integrated six partners through technical coordination, specification, backlog and release management, and led seven full stack developers.
- Eliminated regulatory exposure for brokers in six weeks through risk analysis (BGH ruling on distance selling/GDPR), new audit features, and coordination with legal and data protection officers.
Senior Product Manager, E-Commerce
Volkswagen Charging Group GmbH (elbkapitäne GmbH)
- Scaled a Pimcore-based e-commerce platform for direct sales of wallboxes (all VW group brands) from Germany to 11 European markets, increasing revenue by 27% within one year.
- Prototyped and implemented an AI-driven process (OpenAI → LangChain, Mistral OCR, Falcon 7B+) to automate the customer inquiry-to-order journey, reducing sales cycle time by 40%.
- Increased B2C conversion from 2.97% by an average of 5% p.a. through UX defaults, optimization of the Adyen payment integration, and adjustment of the API sequence in the checkout flow.
- Integrated Pimcore with Salesforce and NetSuite into a consolidated system landscape for product data, CRM, and ERP, and led a cross-functional team of three backend, one frontend, and one UX/UI developer as Scrum Master and PM.
- Coordinated product VPs and executives of country subsidiaries as the central alignment point for product strategy and rollout prioritization.
Product Owner, B2B Payments Analysis
Gehalt.DE (Stepstone GmbH)
- Reduced technical debt by 21% (measured by team velocity) through a structured bug triage process and promotion of an ownership-driven team culture.
- Moderated design sprints for strategic realignment of the SaaS product strategy.
Product Lead, E-Commerce Venture (Interim)
Statista GmbH
- Delivered 93% of defined delivery goals in six months by building and mentoring a four-member team under continuous delivery practices.
- Improved CMS MVP availability from 77% to 96% within three months, directly increasing revenue by 5%.
Product Manager, Digital Services (€4.5M P&L responsibility)
Hamburg Messe und Congress GmbH
- Conceived and launched Hamburg Messe's first digital remote event product within five months, overseeing business case, make-or-buy analysis, change process, and commercial communication, generating €1.8 M revenue with 320 exhibitors and approximately 17,000 attendees.
- Designed an ML-based recommender system (collaborative filtering, Apache Spark, AWS) for the mobile event app, increasing user engagement by 17% through personalized exhibitor-attendee matching.
- Transformed the digital product portfolio through continuous product discovery over three years with 350+ customer interviews, shifting the revenue share of new products from 2% to 24% of the portfolio.
- Managed the make-or-buy decision for CRM/CMS/PIM/MDM infrastructure by creating the business case, market analysis, and vendor scoring, securing board-level budget.
- Led an in-house development to orchestrate data exchange processes with five partners (file-based and API), saving €120 k p.a. in operating costs.
Project Manager, Online Marketing
Eschenbach Optik GmbH
Digital Product Manager (Freelance)
bytecontent GmbH
Product Manager, Content & Platforms
HOTEL.DE GmbH
Product Owner & UX Manager (Freelance)
Cortal Consors SE (BNP Paribas)
Customer Intelligence (Working Student)
Cortal Consors SE (BNP Paribas)
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Banking and Finance, Tourism, Automotive, Professional Services, Information Technology, and Manufacturing.
Business Area Experience
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Experienced in Product Development, Information Technology, Project Management, Marketing, Business Intelligence, and Strategy.
Summary
Modern digital platforms don't need another coordination layer during the build-up phase—they need a Product Owner who delivers right away. With over 10 years of experience steering agile teams in B2B SaaS, e-commerce, and digital platform products, I bring exactly what founders and CTOs need at this stage: structured backlog management, clear user stories with acceptance criteria, and a solid understanding of AI feature prioritization gained from hands-on work with LLMs, RAG architectures, and recommendation systems.
Skills
Expertise**
Scrum (Po & Sm)
Kanban
Dual-Track Agile
User Story Mapping
Sprint Steering
Release Management
Feature Flags
Acceptance Criteria (Gherkin)
Backlog Setup & Prioritization (Rice, Wsjf, Jtbd)
Llm Integration (Openai, Anthropic)
Rag Architecture (Pgvector, Bm25+Dense, Embedding Models)
Recommendation Systems (Collaborative Filtering, Apache Spark)
Prompt Engineering
Ai Feature Prioritization
Prototyping With Claude Code, Bolt.New
Continuous Product Discovery
Okrs
Product Vision & Roadmapping
Make-Or-Buy Analyses
Business Case & Budget Ownership
P&L Up To €4.5m
C-Level Stakeholder Management
Platform & Technology Architectures (Api Design & Specification, Crm/Cms/Pim, E-Commerce Platforms, Cloud)
Tools And Technologies**
Jira / Confluence
Linear (Incl. Graphql Api)
Miro / Figjam
Figma
Google Analytics / Ga4
Mixpanel / Amplitude
Looker Studio / Metabase
Openai Api / Anthropic Api
Langchain / Pgvector / Pinecone
Pimcore / Contentful / Storyblok
Salesforce / Hubspot
N8n / Zapier
Aws / Azure (Basic Architecture)
Python / Sql (Pm-Side)
Postman / Rest-Apis
Languages
Education
TH Nürnberg
Bachelor of Arts, Business Administration · Business Administration · Nuremberg, Germany
IHK
Industrial Clerk · 2.0
Certifications & licenses
IREB Advanced Level
IREB
ISTQB Foundation Level
ISTQB
IT Law for Developers
Hasso Plattner Institute
OKR Champion
PSM I
Scrum.org
PSPO I
Scrum.org
Usability Engineer
Deggendorf Institute of Technology
Statistics
Experience
Expertise
Qualifications
Profile
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