Senior NLP Engineer - Team Lead

4 days ago

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Social Discovery Group

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Software Developement • Highload projects • Game Mechanics • Streams • Front-End Development

1001 - 5000 employees

Founded 20 years

🌍 Social Impact

📱 Media

Description

•Develop and enhance the architecture of ML services to achieve high performance. •Set up model training processes: accelerating language models, alignment, and improving bot memory. •Collect and prepare data for training models. •Participate in the deployment and implementation of ML solutions. •Act as the Head of AI when needed: manage processes, organize team workflows, and interact with senior management.

Requirements

•Practical experience in implementing complex NLP projects. •Knowledge of mathematical algorithms for ML, key model types, and their evaluation criteria. •Extensive experience in NLP: LLM, DPO, RLHF, Pretraining, Finetuning, LoRA. •Ability to build pipelines independently. •Excellent knowledge of Python and popular libraries (Scikit-learn, Pandas, Matplotlib, Numpy, Scipy). •Experience working with PyTorch and Transformers. •Proficient in Linux/Unix and Git. •Knowledge of CV-related topics is a strong plus (e.g., generative models: diffusion, text-to-image, text-to-video).

Benefits

•REMOTE OPPORTUNITY to work full time. •Vacation 28 calendar days per year. •7 wellness days per year (time off) that can be used to deal with household issues. •Bonuses up to $5000 for recommending successful applicants for positions in the company. •Full payment for professional training, international conferences and meetings. •Corporate discount for English lessons. •Health benefits (up to $1000 gross per year). •Equipped workplace provided in offices or co-working locations. •Reimbursement of workplace costs up to $1000 gross once every 3 years.