обновлено 22 часа назад
Senior Data Engineer (AI/LLM)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Data Engineer (AI/LLM): Designing scalable data pipelines, feature-store workflows, vector data systems, and model-training infrastructure for AI-backed search, analytics, and conversational interfaces with an accent on distributed processing, semantic retrieval, and RAG orchestration. Focus on building large-scale ingestion workflows, optimizing vector indexing, managing prompt engineering and fine-tuning routines, and integrating LLM operations into reliable data platforms.
Location: Remote, applicants accepted only from LATAM. In-person verification is required.
Company
Global communications and payment services provider offering prepaid communication, money transfer, international calling, and mobile top-up products.
What you will do
- Design, develop, and maintain scalable data pipelines for ingestion, transformation, feature stores, model training, and real-time inference.
- Build workflows for extracting, storing, and retrieving semantic representations of unstructured data for advanced search and retrieval.
- Develop analytics and dashboarding solutions with natural-language query capabilities and AI-backed insights.
- Manage prompt engineering, orchestration flows, model fine-tuning routines, and conversational interface infrastructure.
- Oversee vector data stores and indexing strategies for retrieval-augmented generation workflows.
- Gather requirements from data stakeholders and document data processes, workflows, and model deployment routines.
Requirements
- 8+ years of experience as a Data Engineer.
- Advanced Python skills for data transformation, manipulation, and large-scale processing.
- Hands-on experience with Apache Spark, Hadoop, Kafka, SQL, PLSQL, relational databases, data warehouses, and cloud database services such as Snowflake or Redshift.
- Experience designing pipelines that extract data from RDBMS, JSON, APIs, and flat files.
- Knowledge of software engineering principles, Unix/Linux/Windows systems, Agile methodologies, and version control workflows.
- Effective written and spoken English communication skills are required.
Nice to have
- Experience with vector databases such as DataStax AstraDB and LLM frameworks including LangChain and LlamaIndex.
- Experience with prompt engineering, retrieval-augmented generation, intelligent workflow orchestration, and open-source LLM frameworks.
- Knowledge of Hugging Face Transformers, LLaMA-4, fine-tuning, inference optimization, MLOps, and CI/CD pipelines.
Culture & Benefits
- Remote work with a long-term growth perspective.
- B2B employment with gross compensation.
- Company-provided hardware and support for professional training, seminars, and conferences.
- English classes and referral rewards.
- Opportunity to work in an international organization with entrepreneurial initiatives.
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