About Dataak
Dataak is a data intelligence company with roots going back to 2018, built on deep technical and managerial expertise in social network analysis, data mining, and business intelligence. We help organizations — from private companies to public-sector decision-makers — turn raw, noisy data from the web and social media into clear, actionable insight.
About the Role
You'll join the team building Dastaan, our Persian-language AI intelligence platform. Dastaan is Dataak's flagship product: a multi-agent AI system that monitors, analyzes, and reports on large volumes of social media and news data in real time, giving decision-makers fast, reliable answers instead of raw noise. As an AI Engineer on this team, you'll help design, build, and improve the agent pipelines, retrieval systems, and prompt logic that power Dastaan's core intelligence.
Core Responsibilities
- Build and maintain components of multi-agent AI systems using modern agent frameworks
- Write, test, and iterate on LLM prompts based on real usage and observed failure cases
- Build and query search/retrieval logic against large document stores
- Monitor and debug AI system behavior using observability/tracing tools
- Collaborate with the team on system design decisions as the product evolves
- Work with Persian-language text data and NLP-specific considerations
Required Qualifications
- Strong Python, with production experience building async services (asyncio, streaming APIs)
- Hands-on experience with LLM agent frameworks — OpenAI Agents SDK, LangGraph, or equivalent
- Experience with prompt engineering in a production setting — not just prototyping, but iterating against real failure cases with measurable quality gates
- Experience with Elasticsearch or another document search engine (query DSL, multi-index search, aggregations)
Preferred
- Familiarity with LLM observability/tracing tools (Langfuse, LangSmith, or similar)
- RAG system experience, especially the vector-search → entity-extraction → graph-RAG progression
- Experience with LLM-as-judge / semantic gates (vs. heuristic validation)
- Coursework, side projects, or professional experience in NLP
Nice to Have
- Experience with social media or media monitoring tools/platforms
- Open-source contributions related to AI/ML tooling
- Interest in Persian or low-resource language NLP
دِیتاک شرکتی دانش بنیان و تخصصی درحوزه داده کاوی(Data Mining) و کلان داده(Big Data) است. در دیتاک محصولاتی ارائه می دهیم که میتواند به تصمیمگیریها کمک کند، ریسکها را کاهش دهد و مشکلات را شناسایی کند تا کیفیت محصول و عملکرد مشتری را بهبود و ارتقا بخشد.
کار تیمی، خلاقیت و نوآوری، اشتراکگذاری دانش و تجربیات، حل چالش های سخت از ارزش های کلیدی فرهنگ دِیتاک است.