ML Engineer

4.0/10
NDA
Not specified
Office / on-site
mid
about 3 hours ago
aidevk8sdockerS3postgresqlvector databasesgraph databasesPythonFastAPIaiohttpaiokafka
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The vacancy lacks clarity on tasks and compensation, but has a well-defined tech stack.

AI quality score3.5 / 10

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Overview

We are looking for an experienced ML Engineer with a strong background in machine learning and software development.

Requirements

  • โ€ขExperience: 4+ years as an ML Engineer.
  • โ€ขHigher education.
  • โ€ขExperience with k8s, docker.
  • โ€ขExperience with S3/postgresql.
  • โ€ขExperience with vector and graph databases.
  • โ€ขKnowledge of Python, FastAPI, aiohttp, aiokafka.
  • โ€ขUnderstanding of algorithms and data structures.
  • โ€ขExperience with message brokers (Kafka, RabbitMQ).
  • โ€ขAbility to work with asynchronous, multithreaded code.
  • โ€ขExperience with frameworks for developing applications based on LLM models (llama index / langgraph / langchain / haystack).
  • โ€ขKnowledge of quality assessment metrics (BLEU, ROUGE, BERTScore) and approaches to hallucination detection.

Skills

k8sdockerS3postgresqlvector databasesgraph databasesPythonFastAPIaiohttpaiokafkaasynchronous programmingmultithreadingLLM frameworksllama indexlanggraphlangchainhaystackBLEUROUGEBERTScorehallucination detection
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