1 день назад
AI Engineer (Agentic AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Engineer (Agentic AI) (Python/LLM): Building the shared platform layer for extensible, measurable, and self-improving agentic AI across real-time conversational and offline video generation runtimes with an accent on orchestration, retrieval, evaluation, tracing, and guardrails. Focus on designing multi-tenant platform primitives, integrating LLM infrastructure, and solving latency, reliability, and data-isolation challenges across multiple customers.
Company
is a global video technology company providing live, on-demand, and real-time video products used by more than 1,000 organizations.
What you will do
- Build the shared platform layer for agentic AI across real-time conversational and offline video generation runtimes.
- Develop orchestration capabilities including planning, sub-agents, tool calling, parallel execution, and deadline-aware processing.
- Build platform primitives such as skills registries, evaluation harnesses, guardrails, integration gateways, memory services, and tracing infrastructure.
- Develop retrieval infrastructure and RAG capabilities, including indexing, retrieval evaluation, chunking, re-ranking, hybrid search, vector databases, and embeddings.
- Design high-throughput, low-latency distributed services and APIs for multiple internal teams and external customers.
- Make build-versus-adopt decisions and integrate open-source AI and platform tooling into production systems.
Requirements
- 4+ years of experience building production backend or platform systems with distributed services, APIs, asynchronous processing, and multiple consumers.
- Strong Python experience and hands-on production experience with LLM infrastructure, orchestration, tool calling, retrieval pipelines, context management, prompt chaining, and multi-agent coordination.
- Experience with LangChain, LangGraph, or equivalent orchestration frameworks.
- Deep experience with RAG systems, vector databases such as Pinecone, Weaviate, or Qdrant, and embedding models.
- Strong systems design skills, including registries, gateways, memory services, evaluation harnesses, contracts, and versioning.
- Understanding of real-time latency constraints, streaming architecture, observability, tenant isolation, and production reliability.
Nice to have
- Experience evaluating LLM systems with metrics, test harnesses, regression detection, DeepEval, Ragas, or similar tools.
- Experience with multi-tenant platforms, speech or multimodal AI pipelines, observability, and platform-level tracing.
- Familiarity with Langfuse, Opik, OpenTelemetry, CrewAI, AutoGen, Semantic Kernel, or MCP.
- Experience implementing AI guardrails, safety controls, grounding checks, and output validation.
Culture & Benefits
- Hybrid work model with a flexible working environment.
- Collaborative culture where initiative and participation are encouraged.
- Opportunities to work on enterprise-grade AI infrastructure consumed by multiple teams and customers.
- Global organization with offices in New York, London, Singapore, and Tel Aviv.
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