Pitch Avatar

ROIFORCIO GmbH (Austria, R&D in Ukraine) is looking for an AI RAG DevOps / Developer the Pitch Avatar product team. We are looking for a hands-on practitioner to lead the migration and optimization of our RAG infrastructure. Full remote work.

Skills: result-oriented, proactive, deep understanding of vector search algorithms, ability to solve complex performance bottlenecks, practical rather than theoretical mindset.

Requirements:

• 3+ years of experience in Backend Development (Python or Golang);

• 1+ year of practical experience building and maintaining RAG (Retrieval-Augmented Generation) systems in production (not just Pet projects);

• Deep experience with Vector Databases:  Zilliz Cloud / Milvus (priority), or Weaviate/Qdrant/Pinecone;

• Proven track record of optimizing RAG performance: experience reducing ingestion time for large files and achieving low-latency search (< 3s);

• Strong experience with AWS infrastructure; knowledge of Azure and GCP is a strong plus (multi-cloud strategy);

• Experience in DevOps: containerization, deployment, and managing cloud resources for AI workloads;

• Experience handling Multimodal content: parsing and indexing PDF, XLS, MS Word, PPTX, TXT, MP3, MP4;

• Experience with Structured Data Integration: connecting LLMs to relational DBs and SQL tables (Hybrid Search);

• Experience creating MVPs from scratch and customizing solutions;

• Understanding of MCP (Model Context Protocol) and Local LLM deployment is a plus;

• English at Intermediate level (B1+).

Duties:

• RAG Migration & Architecture: Lead the migration from AWS OpenSearch to Zilliz Cloud (Milvus) or a similar high-performance Enterprise solution to solve current cost and speed issues.

• Performance Engineering: Optimize the ingestion pipeline to ensure content addition (up to 10MB) takes no more than 10 seconds.

• Latency Optimization: Ensure Avatar responses (LLM + RAG) are delivered in under 2-3 seconds while maintaining high relevance and utilizing full context.

• Multimodal Data Processing: Develop robust pipelines for parsing and indexing diverse file formats (documents, audio, video) in multiple languages.

• Hybrid Search Implementation: Implement logic to query both unstructured vector data and structured relational data (SQL/Tables) simultaneously.

• Infrastructure Scalability: Prepare the architecture for future multi-cloud support (Azure, GCP) and integration of external RAG sources.

• DevOps & Deployment: Manage the deployment of AI services, ensuring stability and handling "noisy neighbor" issues in a multi-tenant environment.

• Innovation: Support the integration of future technologies like MCP and local LLMs.

Technological Stack: Python/Golang, Zilliz Cloud (Milvus), AWS (Azure/GCP planned), OpenAI, LangChain/LlamaIndex, SQL, Docker, Kubernetes.

Work:

Contract of Private Entrepreneur with Austrian company

Remote work

Please see product and try first: pitchavatar.com

Distributed Team

Required skills experience:

Vector DBs (Zilliz/Milvus/Weaviate) 1+ year

Backend (Python/Go) 3+ years

DevOps/Cloud (AWS) 2+ years

RAG Architecture 1+ year

Required languages: English B2

About Pitch Avatar

Pitch Avatar is a startup that is changing the approach to training, presentations and sales. We create smart avatars that speak for you, teach beginners, conduct demos and do not get tired. We utilize advanced RAG infrastructure to make our avatars knowledgeable, but we need you to make them faster and smarter!

ROIFORCIO GmbH (Austria, R&D in Ukraine) is looking for Technical Product Owner for Owner to help us develop the best AI solution for content delivery using presentations.

Responsibilities:

Product Strategy Execution: Implement the vision and mission of the product based on the company strategy and vision, customer, market, and technology trends. Describe and prioritize features according to business value.

Requirements Management: Responsible for gathering, analyzing, documenting, and validating the needs and requirements of stakeholders. It includes functional and non-functional requirements, user stories, and acceptance criteria.

Experimentation & Hypothesis Testing: Formulate product hypotheses, define success metrics, design and run experiments (A/B tests, feature flag rollouts), analyze results, and iterate based on data.

Analytics & Insights: Own the measurement plan (events, funnels, cohorts), ensure tracking is implemented, and translate insights into roadmap decisions.

Discovery & Validation: Conduct continuous discovery (customer interviews, usability tests), validate problem/solution fit, and de-risk roadmap items before development.

Data-informed Decision Making: Use quantitative and qualitative data to prioritize and evaluate product changes.

Backlog Management: Maintain and prioritize the product backlog (design, back-end dev, front-end dev), ensuring the team is working on features or tasks that deliver maximum value. Organize and facilitate backlog refinement sessions with the development team.

Stakeholder Management: Regularly engage with stakeholders, communicate product developments, resolve any issues, and ensure stakeholder needs are met.

Quality Assurance: Execute the QA, create test plans, bug reports, and ensure that the product is aligned with requirements.

Product Analytics: Monitor and evaluate product performance metrics to inform future development and make adjustments as necessary.

Ability to work with cross-functional teams including engineering, marketing, sales, and customer support.

Requirements:

Proven experience in a product owner role for a minimum of 2 years, preferably in the SaaS and Data Science, AI.

Knowledge of UX/UI principles, ability to work with design teams to ensure a user-centric design approach.

Knowledge of Agile principles and Scrum methodologies. Ability to lead and run the Backlog Groomings, Sprint Plannings.

Understanding of the software development life cycle (SDLC), including QA processes and methodologies.

Experience with A/B testing / experimentation frameworks and statistical thinking (e.g., significance, power, sample size, avoiding false positives).

Strong product analytics skills: funnels, retention, cohorts, activation metrics.

Familiarity with tools/processes: feature flags, event tracking, dashboards (например: Amplitude, Mixpanel, GA4 — можно не перечислять, если не хочешь сужать).

Jira 2+ years experience.

An understanding of the recruiting process, candidate management systems, and associated technologies is a strong advantage.

Strong analytical, prioritization, and negotiation skills. Knowledge about web analytics, system integrations, and API.

Exceptional written and verbal communication skills, and ability to present complex information clearly and concisely.

Strong leadership skills, with a proven ability to motivate and guide teams toward achieving goals.

B2+ English, must.

Benefits

- Startup environment with the ability to drive the direction of the product. Ability to create the product from scratch.

- 100% remote.

- Friendly, quick, and agile team.

- Sick leave and vacation;

- Regular reporting;

- Accounting and legal support.

- Contract of Private Entrepreneur with Austrian company

Please see our product ROI4Presenter before test and interview.