ML Developer (Kyrgyzstan)

Yango·Киргизия·29 сент.

ML Developer (Kyrgyzstan)

Ориентир по рынку≈ 150 000 – 335 000 ₽наша приблизительная оценка по 98 вакансиям этой роли и грейда, у работодателя вилка не указана

🔄 ГибридMiddleПолная занятостьПродуктовая

≈ 150 000 – 335 000 ₽наша приблизительная оценка

Стоит ли откликаться

Стоит откликнуться, но спросите про деньги

Сумму в объявлении не указали. Сколько платят за похожую работу, видно в разборе. Вакансия живая, задачи расписаны.

3 из 4 в норме

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Вакансия на английскомПереведёт заголовок и описание вакансии на русский

Наша компания

Yandex Kyrgyzstan is seeking an ML developer for our LLM team building language models for Alice, with a focus on prompt interpretation, VA personality, and speech recognition/synthesis tech. We are a small but savvy team developing a bilingual (Arabic/English) language model that enables users to seamlessly switch between languages while interacting with our voice assistant, helping them with their day-to-day needs: putting on music, setting alarms and reminders, checking the weather, controlling smart home devices, or looking something up. We then leverage this experience in our new projects

О роли

This is a hybrid position where you'll oversee the project's LLM core, from data preparation and model training to evaluation and deployment. The role spans the entire production cycle, giving you the opportunity to influence technical decisions from the outset. Yandex Kyrgyzstan is part of Yango Group, a global technology ecosystem building digital services that simplify and enhance daily life. O

Чем предстоит заниматься

Fine-tuning language models (SFT, DPO, Reinforcement Learning)

Configuring system prompts and influencing the language model's behavior

Generating prompts and multi-step conversations, improving our existing corpora, and filtering examples using language models

Comparing automated scoring (LLM-as-a-Judge) with expert annotation

Teaching the model to use the correct functions given the context, ask clarifying questions, and correctly interpret numbers, dates, names, and locations

Developing benchmarks for conversations and commands

Ensuring that the language model functions correctly as a whole (language authenticity, context memory, personality, AI safety)

Integrating models into the product infrastructure, optimizing response times and inference

Contributing to the development process from closed beta to post-launch

Наши требования

Good knowledge of Python, with experience in developing ML/NLP systems and working with PyTorch

A solid idea of how transformers and LLMs work under the hood

Hands-on experience with fine-tuning language models using SFT, DPO, or RL (production, research, or a compelling pet project)

An understanding of QA processes: creating test datasets, analyzing data slices, using LLM judges, and running A/B tests

An independent mindset and the willingness to understand a complex system and drive results, keeping in close contact with editors and adjacent teams

Have experience with multi-language models, synthetic data, and enhancing models by improving training datasets

Know about tool calling, agent architectures, and RAG

Are familiar with LLM inference (vLLM and alternatives, distributed training)

Speak English at a level sufficient for understanding technical literature and articles

Технологии и навыки

Киргизия

Зарплата≈ 150 000 – 335 000 ₽наша оценка

ГрейдMiddle

ЗанятостьПолная занятость

РегионКиргизия

ФорматГибрид

ИсточникСкрыто

Опубликовано29 сент.

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ML Developer (Kyrgyzstan)

Наша компания

О роли

Чем предстоит заниматься

Наши требования

Технологии и навыки

AI-помощник

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