ML Engineer
4.0/10
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
- โขExperience: 4+ years as an ML Engineer.
- โขHigher education.
- โขExperience with k8s, docker.
- โขExperience with S3/postgresql.
- โขExperience with vector and graph databases.
- โขKnowledge of Python, FastAPI, aiohttp, aiokafka.
- โขUnderstanding of algorithms and data structures.
- โขExperience with message brokers (Kafka, RabbitMQ).
- โขAbility to work with asynchronous, multithreaded code.
- โขExperience with frameworks for developing applications based on LLM models (llama index / langgraph / langchain / haystack).
- โขKnowledge of quality assessment metrics (BLEU, ROUGE, BERTScore) and approaches to hallucination detection.
Skills
k8sdockerS3postgresqlvector databasesgraph databasesPythonFastAPIaiohttpaiokafkaasynchronous programmingmultithreadingLLM frameworksllama indexlanggraphlangchainhaystackBLEUROUGEBERTScorehallucination detection
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