22 сен

ml engineer for conversational AI

ориентир по рынку
вакансия зп не указана
в среднем 305 283 ₽
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описание

DataArt supports tech talent through continuous learning, challenging projects, and career paths tailored to individual goals. It provides technology services across global projects and creates AI and machine learning solutions for conversational systems.

задачи

  • Design memory and context management for LLM agents or chatbots;
  • Implement short-term and long-term agent memory strategies;
  • Configure memory-enabled agent design without custom infrastructure;
  • Develop memory extraction approaches for conversation summaries, user facts, and preferences;
  • Manage the agent memory lifecycle, including write-on-turn, retrieve-on-turn, relevance filtering, and TTL retention;
  • Build multi-session state management and personalization capabilities;
  • Track memory writes, retrieval effectiveness, and storage growth;
  • Support data retention policies and GDPR user deletion requirements.

требования

  • 5+ Years of experience building AI/ML systems or conversational AI platforms;
  • Experience designing memory or context management for LLM agents or chatbots;
  • Experience with multi-session state management and personalization systems;
  • Knowledge of data retention policies and compliance, including GDPR user deletion;
  • Understanding of agentic memory taxonomy, including short-term and long-term memory;
  • Knowledge of memory extraction strategies, including summary and semantic approaches;
  • Experience with agent memory lifecycle management;
  • Nice to have: Hands-on experience with AWS AgentCore Memory, experience with LangChain or LangGraph memory modules, experience with vector databases for semantic memory including Pinecone, Chroma, or FAISS, knowledge of memory consolidation and relevance scoring.

условия

  • Vacation according to the laws of the employee’s country;
  • Health insurance for the employee and their loved ones;
  • 10 Days of sick pay without a doctor’s note, afterwards according to the laws of the employee’s country;
  • Time off for state holidays according to the official calendar;
  • Two large corporate parties and smaller colleague gatherings;
  • Technical and everyday workplace support;
  • The benefits package may vary depending on the region and contract type.

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Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайтесь: это мошенничество.