Social Discovery Group is a global leader in social discovery, uniting millions of users through innovative platforms designed to foster connection and combat loneliness. We are currently seeking a Senior NLP/LLM Engineer to join our international team of professionals in building impactful AI-driven products.
Key responsibilities
- Conduct experiments with LLMs, exploring architectures and techniques like SFT, RLHF, and Adapters to enhance AI capabilities.
- Develop and implement robust evaluation methodologies to assess the performance, accuracy, and user satisfaction of AI bots.
- Optimize models for inference to ensure high speed and scalability within production environments.
- Collaborate with cross-functional teams, including data scientists and product managers, to integrate AI solutions into the product pipeline.
Requirements
- Deep understanding of ML and DL principles, including neural network architectures, loss functions, and model validation.
- Strong knowledge of classic NLP approaches, such as text classification, NER, and transformer-based models like BERT.
- Practical experience with LLMs, including fine-tuning, alignment via RLHF/DPO, and deployment using frameworks like vLLM or SGLang.
- Proficiency in Python and solid mathematical foundations in linear algebra, statistics, and optimization.
- Familiarity with essential ML tools and frameworks such as PyTorch, NumPy, Pandas, and Scikit-learn.
What we offer
- Fully remote work opportunity in a global, distributed team.
- 28 calendar days of vacation per year plus 7 additional wellness days.
- Financial support for professional training, international conferences, and English lessons.
- Health benefits including compensation for insurance or medical expenses.
- Reimbursement for home office equipment or co-working space costs.