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AI Solutions Data Engineering Expert

1 tydzień temu

Puławska Warszawa, Polska 7N Pełny etat

Company Overview: 7N is a leading provider of innovative data engineering solutions. Our team of experts works with cutting-edge technologies to design and implement scalable, high-performance data pipelines for AI applications.

Job Summary: We are seeking an experienced Senior Data Engineer to join our team. As a key member of our data engineering team, you will be responsible for designing, implementing, and maintaining cloud-based data solutions using AWS OpenSearch, S3, and Azure AI Search.

Job Description:

Data Engineering Responsibilities
  • We are looking for a Senior Data Engineer to work on integrating LLMs into end-user applications, focusing on user experience, relevance, and real-time performance.
  • You will design and implement scalable data pipelines for AI/GenAI applications, ensuring efficient data ingestion, transformation, storage, and retrieval.
  • Experience working with vector databases (e.g., AWS OpenSearch or Azure AI Search) to store and retrieve high-dimensional data for Generative AI workloads is required.
  • You will build and maintain cloud-based data solutions using AWS OpenSearch, S3 or Azure AI Search, Azure Blob Storage.
  • Design and optimize data storage and processing using Snowflake for scalable, cloud-native analytics solutions.
  • Develop ETL/ELT pipelines to enable real-time and batch data processing.
  • Collaborate with AI/ML Engineers and Data Scientists to ensure seamless integration of data pipelines with AI finetuning, inference, and training workflows.
  • Optimize data storage, retrieval, and processing strategies for efficiency, scalability, and cost-effectiveness.
  • Implement data governance, security best practices, and compliance measures aligned with industry standards.
  • Set up monitoring, alerting, and logging for data pipelines, ensuring high availability and reliability.
Requirements and Qualifications
  • At least 3+ years of experience in data engineering, preferably supporting AI/ML applications.
  • Proficiency in Python, SQL, and vector database native languages is required.
  • Experience with relational, NoSQL, vector databases, and Snowflake is preferred.
  • Hands-on experience with AWS (OpenSearch, S3, Lambda) or Azure (Azure AI Search, Azure Blob Storage, Azure Automation) is required.
  • Experience building scalable ETL/ELT workflows using dbt, Apache Airflow is necessary.
  • Understanding of encryption and access controls is essential.
  • Familiarity with Git, CI/CD, Docker, Kubernetes, Terraform, and CloudFormation is required.
  • Experience working with AI-specific data needs (embeddings, RAG) and LLM fine-tuning data preparation is necessary.
  • Excellent analytical skills and the ability to handle complex challenges with innovative solutions.
  • A degree in Computer Science, Data Engineering, or a related field (Sc., B.Eng.) is required.
  • Team-oriented, proactive, and collaborative individuals are encouraged to apply.
  • Excellent verbal and written communication skills in English and Polish are required.
Benefits
  • Ongoing support from a dedicated agent, taking care of project continuity, client contact, necessary formalities, work comfort, and development.
  • Consultant Development Program – advice on growth planning based on the latest trends and market needs in IT.
  • Access to 7N Learning & Development – a development and educational platform with webinars, a library of articles, and industry reports.
  • Spectacular integration events for employees and their loved ones.
  • Professional development opportunities, including knowledge transfer to others within the 7N Services offering.
  • Relationships and access to the knowledge of the most experienced IT experts in the market.
  • A complete benefits package, including funding for medical care, life insurance, sports cards, and discounts in stores in Poland and abroad.