ML Engineer
5.0/10
Not specified
Remote
mid
about 3 hours ago
aidevk8sdockerS3postgresqlvector databasesgraph databasesPythonFastAPIaiohttpaiokafka
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The vacancy has a decent tech stack and requirements but lacks compensation details and clear responsibilities.
AI quality score5.1 / 10
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Overview
Join Aston as an ML Engineer with at least 4 years of experience. Work with cutting-edge technologies and enjoy various benefits.
Conditions
- •Health insurance + dental care;
- •Sick days;
- •Sports compensation;
- •Corporate discounts for English language courses;
- •Coworking compensation;
- •Opportunity for additional earnings through company activities;
- •Comfortable onboarding and clear career growth.
Requirements
- •At least 4 years of experience as an ML Engineer;
- •Higher education;
- •Experience with k8s, docker;
- •Experience with S3/postgresql;
- •Experience with vector and graph databases;
- •Knowledge of Python, FastAPI, aiohttp, aiokafka;
- •Understanding of algorithms and data structures;
- •Experience with message brokers (Kafka, RabbitMQ);
- •Ability to work with asynchronous, multithreaded code;
- •Experience with frameworks for developing applications based on LLM models (llama index/langgraph/langchain/haystack);
- •Knowledge of quality assessment metrics (BLEU, ROUGE, BERTScore), approaches to detecting hallucinations.
Skills
k8sdockerS3postgresqlvector databasesgraph databasesPythonFastAPIaiohttpaiokafkaalgorithmsdata structuresKafkaRabbitMQasynchronous programmingmultithreadingLLM frameworksBLEUROUGEBERTScore
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