11 дней назад
Research Scientist (AI) Junior/Junior+
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist (AI) Junior/Junior+ (Python/PyTorch): Developing foundation models for financial data and downstream applications such as credit risk, anti-fraud, acquisition, and LTV forecasting with an accent on self-supervised learning, multimodal datasets, and rigorous experimentation. Focus on applying current NLP and deep learning research, optimizing compute for training and inference, and evaluating business impact end-to-end.
Location: Worldwide, remote within time zones from GMT-2 to GMT+5. Relocation support is available to hubs in Serbia, Georgia, Mexico, or Colombia.
Company
, formerly Different Technologies, develops financial products powered by foundation models and advanced data science.
What you will do
- Train self-supervised models on discrete sequences and improve state-of-the-art results for financial applications.
- Develop models for credit risk, transaction anti-fraud, acquisition, and LTV forecasting.
- Apply current NLP and deep learning techniques to fintech models and work with multimodal datasets including tabular, behavioral, transactional, device, network, text, time-series, and graph data.
- Optimize compute utilization for model training and inference.
- Own research solutions end-to-end, from data collection and experiments through training, inference optimization, and impact evaluation.
- Conduct rigorous evaluations, write research articles, and speak at industry conferences.
Requirements
- Degree in mathematics, engineering, computer science, artificial intelligence, or another strong quantitative field.
- Strong foundations in machine learning and deep learning, with hands-on experience building and experimenting with models using PyTorch and LLMs.
- Understanding of dataset design and data mixing for deep learning training.
- Ability to maximize compute utilization and efficiently run experiments to validate research ideas.
- Strong communication skills, autonomy, and ownership.
Nice to have
- Published research in machine learning or deep learning.
- Personal or startup experience in AI, machine learning, or deep learning.
- Internship experience in research, ML, or DL teams.
- English at B1 level or higher.
Culture & Benefits
- Innovative, high-tech environment focused on challenging incumbent finance solutions.
- Honest feedback, transparent communication, and a supportive collaborative team.
- Flexible work from an office or remotely within the stated time-zone range.
- Relocation assistance for employees and their families.
- Healthcare coverage, a 20-day annual vacation allowance, and paid sick leave.
- Education and wellness budgets, including language lessons, professional training, certifications, mental health, and fitness reimbursements.
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