3 дня назад
Research Data Scientist (GenAI/LLM)
160 000 - 185 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Data Scientist (GenAI/LLM) (Generative AI, LLMs, NLP): Building research prototypes, evaluation frameworks, datasets, and analytical pipelines for AI/ML models with an accent on statistical experimentation, multimodal AI, and model reliability. Focus on designing benchmarks, analyzing hallucination and bias, improving model and data quality, and translating research findings into practical AI/ML solutions.
Location: Remote - United States
Salary: $160,000–$185,000 per year, based on experience, skills, and qualifications.
Company
is a global data engineering company providing data, evaluation frameworks, platforms, and human expertise for Generative AI and other AI systems.
What you will do
- Conduct independent and collaborative research across Generative AI, LLMs, NLP, multimodal AI, machine learning, model evaluation, and AI data.
- Formulate research questions, design experiments, analyze results, and build analytical models, prototypes, and research pipelines.
- Develop LLM evaluation frameworks, benchmarks, datasets, evaluation criteria, and methodologies for assessing accuracy, robustness, bias, hallucination, reasoning, relevance, and response quality.
- Perform statistical analysis, hypothesis testing, significance testing, sampling, exploratory data analysis, and error analysis on structured and unstructured datasets.
- Develop and evaluate datasets, taxonomies, annotation frameworks, and data-quality processes to improve AI training and evaluation data.
- Collaborate with researchers, data scientists, AI/ML engineers, annotation teams, domain experts, delivery teams, and client-facing stakeholders; present findings and technical recommendations.
Requirements
- Master’s or PhD in Computer Science, Artificial Intelligence, Machine Learning, Data Science, Statistics, Mathematics, Computational Science, or a related discipline.
- 4–7 years of hands-on research experience in AI/ML, Data Science, NLP, Generative AI, LLMs, or related areas.
- Demonstrated research experience and a track record including publications, patents, conference presentations, open-source contributions, or significant AI/ML research projects.
- Strong proficiency in Python and SQL, with hands-on experience using NumPy, Pandas, and Scikit-learn; PyTorch or TensorFlow preferred.
- Strong understanding of machine learning algorithms, statistics, experimentation, data analysis, feature engineering, model evaluation, performance metrics, hypothesis testing, and statistical inference.
- Hands-on exposure to LLMs, NLP, Generative AI, multimodal AI, and at least one of RAG, LLM evaluation, prompt engineering, fine-tuning, SFT, RLHF/DPO, embeddings, or model benchmarking.
Nice to have
- Experience with Git and cloud platforms such as AWS, Azure, or GCP.
- Publications in reputed conferences or journals and a strong academic or research profile.
- A degree from IITs, NITs, or other premier engineering or research institutions.
Culture & Benefits
- Remote work from the United States.
- Opportunity to contribute to research papers, technical reports, whitepapers, patents, benchmarks, and internal publications.
- Collaboration across research, engineering, data, annotation, domain, delivery, and client-facing functions.
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