2 дня назад
Sr. Applied Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Applied Data Scientist (AI): Building and evaluating machine learning, embedding, and LLM-based approaches for company and entity matching with an accent on messy large-scale data, semantic similarity, ranking, and measurable model quality. Focus on designing experiments, analyzing edge cases and error patterns, and balancing inference cost, scalability, and matching accuracy.
Location: Remote, based in Lima, Peru
Company
designs, builds, and scales AI-powered solutions and products across data, cloud, development, and artificial intelligence.
What you will do
- Build and evaluate machine learning approaches for company and entity matching.
- Develop embedding- and LLM-based matching, scoring, ranking, and similarity approaches.
- Work with messy, multilingual data including names, aliases, domains, websites, firmographic attributes, and data hierarchies.
- Define benchmark datasets, baselines, metrics, test sets, and error-analysis processes.
- Design experiments, analyze model behavior and edge cases, and compare LLM-assisted methods with lower-cost alternatives.
- Communicate findings, trade-offs, and recommendations to engineering and business stakeholders while documenting successful and unsuccessful experiments.
Requirements
- 5+ years of professional Data Science or Machine Learning experience.
- Strong applied Machine Learning fundamentals and experimental design skills.
- Excellent Python and SQL skills.
- Hands-on experience with embeddings, semantic similarity, LLMs, supervised and unsupervised learning, classification, and NLP.
- Working knowledge of neural networks, transformer architectures, and TensorFlow, PyTorch, PyCaret, or equivalent frameworks.
- Strong English communication skills and availability to work remotely from Lima, Peru.
Nice to have
- Experience with entity resolution, record linkage, deduplication, ranking, similarity scoring, retrieval, clustering, or candidate-generation techniques.
- Experience designing LLM and embedding solutions for cost and scale constraints.
- Experience with Spark, Snowflake, Databricks, or BigQuery.
- Experience working with company, domain, website, firmographic, or multilingual datasets.
Culture & Benefits
- AI-native environment focused on scalable products and measurable business impact.
- Collaboration across design, development, cloud, data, and artificial intelligence.
- Culture centered on excellence, teamwork, respect, transparency, and efficient communication.
- Environment that supports autonomy, ownership, fast learning, and modern ways of working.
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