ML - Engineer (Team Lead)
Условия работы
English:
Responsibilities:
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Leading the design, development, and optimization of ML pipelines for STT, TTS, and LLM-based solutions;
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Fine-tuning speech recognition and language models for low-resource languages and dialects;
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Collaborating with the data annotation team to ensure high-quality training data;
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Transforming ML models and prototypes into production-ready pipelines;
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Optimizing model performance for accuracy, speed, and efficiency;
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Automating key stages of CI/CD pipelines for ML model deployment;
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Mentoring junior ML engineers and leading the team in best practices for coding, model management, and MLOps;
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Documenting processes, writing specifications, and developing user manuals for ML models and pipelines;
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Ensuring compliance with data privacy and model security standards.
Requirements:
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Over 5 years of experience in machine learning or as an MLE;
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Proven track record in STT, TTS, or NLP projects;
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Deep knowledge of LLMs and fine-tuning for low-resource languages;
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Strong command of ML libraries in Python (TensorFlow, PyTorch, HuggingFace, etc.);
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Experience integrating ML models into complex, data-driven systems;
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Familiarity with cloud providers (AWS, GCP, Azure) and MLOps platforms (AWS SageMaker, MLFlow, Kubeflow, etc.);
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Experience managing data annotation pipelines and ensuring data quality;
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Strong communication and leadership skills.
Nice to have:
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Experience with ASR frameworks (Wav2vec, Kaldi, SpeechBrain, Whisper, etc.);
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Competence in the Apache Airflow ecosystem;
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Familiarity with TTS frameworks (VITS, XTTS, Coqui TTS, Tacotron, etc.);
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Experience in multilingual NLP (fine-tuning multilingual models);
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Knowledge of dialect recognition technologies;
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Skills in the Apache Spark ecosystem;
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Expertise in LLM/Generative AI models.
What we offer:
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Work schedule: 5 days a week, from 09:00 to 18:00;
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Employment in accordance with the Labor Code of Uzbekistan, 28 calendar days of vacation;
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No strict dress code — we aim to break stereotypes about government organizations;
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Work in a strong team of professionals ready to share knowledge and experience;
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Participation in major and impactful projects aimed at improving public services and optimizing business processes in leading enterprises of the country;
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Wide opportunities for independent decision-making and active contribution to company development.
We’re waiting for you to join our team and reach new heights together!
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