2 дня назад
Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (AI) (Machine Learning/Generative AI): Developing and optimizing intelligent digital agents using large language models, retrieval-augmented generation, statistical methods, and scalable data pipelines with an accent on agent reasoning, knowledge retrieval, and rigorous evaluation. Focus on designing RAG systems, running model and agent experiments, analyzing failure modes, and taking AI solutions from experimentation into production.
Location: United Kingdom; primarily remote with occasional visits to the Bristol or London office
Company
provides cloud communications and collaboration technology that helps companies connect and work together.
What you will do
- Develop, evaluate, and improve machine learning and generative AI solutions for the Digital Agent Platform.
- Apply large language models, natural language processing, retrieval, and agent-intelligence techniques to improve understanding, reasoning, personalization, and task completion.
- Design and optimize Retrieval-Augmented Generation solutions, embeddings, ranking, semantic search, and end-to-end knowledge-retrieval pipelines.
- Build evaluation frameworks, metrics, benchmarks, and offline and online experiments for measuring accuracy, relevance, reliability, safety, and customer experience.
- Analyze structured and unstructured data and build scalable solutions and pipelines with Python, SQL, Spark, and machine learning technologies.
- Collaborate with product, AI/ML engineering, software engineering, and data science teams to move solutions from experimentation into production.
Requirements
- Bachelor’s degree in data science, statistics, computer science, mathematics, machine learning, analytics, or a related quantitative field; a master’s degree is preferred.
- 4+ years of professional experience in data science, machine learning, applied AI, or a related analytical field.
- Experience with supervised and unsupervised machine learning, generative AI, large language models, NLP, or related modern AI technologies.
- Strong Python programming skills, SQL experience, and experience with large-scale data processing technologies.
- Experience with PyTorch, TensorFlow, scikit-learn, or equivalent frameworks, as well as statistical analysis, experimentation, hypothesis testing, and model evaluation.
- Experience taking AI or machine learning solutions into production, with strong communication, analytical, and cross-functional collaboration skills.
Nice to have
- Master’s degree in a quantitative or machine learning-related field.
Culture & Benefits
- Primarily remote work with occasional office visits in Bristol or London.
- Teamwork, transparency, accountability, and knowledge sharing are emphasized.
- Opportunities to contribute to cloud communications and collaboration technology.
- Commitment to diversity, inclusion, equal opportunity, and reasonable workplace accommodations.
Hiring process
- Application and resume review.
- Candidate review and interview.
- Hiring decision.
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