Data Engineer with AI
Tech Stack / Keywords
Firma i stanowisko
Altimetrik Poland is a digital enablement company delivering bite-size outcomes to enterprises and startups across various industries with an innovation-first approach. The role is for a client that is a global healthcare company providing solutions to meet evolving patient needs worldwide.
Wymagania
- 5+ years experience in data engineering, AI engineering, analytics engineering, or cloud data platform delivery.
- Strong skills in SQL and Python.
- Experience with agentic development practices using AI agents and coding assistants.
- Hands-on experience with Snowflake and/or Databricks covering data modeling, semantic layer design, pipelines, and platform optimization.
- Strong knowledge of Snowflake Cortex components including Analyst, Search, Agents, LLM functions, and semantic models.
- Strong knowledge of Databricks Genie including data modeling, metadata, governance, and Unity Catalog for natural-language analytics.
- Deep understanding of semantic layer modeling, business metrics, KPIs, hierarchies, governed datasets, and AI-ready data products.
- Experience with data catalogues, metadata management, lineage, data ownership, business glossary, and data quality controls.
- Experience with structured and unstructured data including enterprise tables, documents, PDFs, SharePoint/Teams content, logs, and business metadata.
- Strong knowledge of Snowflake Warehouses and Databricks Clusters/SQL Warehouses related to sizing, workload isolation, autoscaling, performance tuning, and cost optimization.
- Experience with LLM model selection, cost optimization, including model evaluation, token usage, latency, context window, inference cost, and quality/cost trade-offs.
- Ability to assess and optimize LLM usage costs with token consumption, caching, prompt optimization, model routing, and cost monitoring.
- Practical experience with GenAI, AI agents, RAG, enterprise search, conversational analytics, or LLM-powered assistants.
- Strong knowledge of data governance, RBAC/RLS, masking, auditability, and secure enterprise data access.
- Strong communication skills to explain technical decisions to diverse stakeholders.
- Experience in regulated enterprise environments prioritizing security, compliance, auditability, and governance.
Obowiązki
- Develop and deliver data and AI products using agentic AI capabilities in Snowflake and Databricks.
- Perform data modeling, semantic layer design, and optimization of data platforms.
- Utilize AI agents and coding assistants for solution design, prototyping, code generation, testing, and deployment preparation.
- Manage Snowflake Cortex components including Cortex Analyst, Cortex Search, Cortex Agents, LLM functions, and semantic models.
- Work with Databricks Genie and related data modeling, metadata, governance, and Unity Catalog.
- Handle semantic layer modeling, business metrics, KPI definitions, hierarchies, and governed datasets.
- Manage data catalogues, metadata management, lineage, data ownership, business glossary, and data quality controls.
- Work with structured and unstructured data sources including enterprise tables, documents, PDFs, SharePoint/Teams content, logs, and business metadata.
- Optimize Snowflake Warehouses and Databricks Clusters/SQL Warehouses focusing on sizing, workload isolation, autoscaling, performance tuning, and cost.
- Assess and optimize LLM model selection and usage costs, including token consumption and caching strategies.
- Apply practical experience with GenAI, AI agents, RAG, enterprise search, conversational analytics, or LLM-powered assistants.
- Ensure strong data governance including RBAC/RLS, masking, auditability, and secure enterprise data access.
- Communicate technical decisions effectively to data engineers, architects, product owners, governance teams, and business users.
- Work in regulated enterprise environments ensuring security, compliance, auditability, and data governance.
Nice to have:
- Build embedded Streamlit applications on Snowflake or Databricks to expose AI agents, data products, validation tools, or workflows.
- Work with Snowflake Streamlit, Databricks Apps, or similar lightweight application frameworks.
- Use cloud-native AI / Agentic AI services like AWS SageMaker, AWS Bedrock, AWS AgentCore, Azure AI Foundry, Azure OpenAI, Google Vertex AI or equivalents.
- Experience with agent orchestration frameworks such as LangChain, LangGraph, LlamaIndex, Semantic Kernel, CrewAI, AutoGen.
- Apply MLOps / LLMOps practices including MLflow, model registry, prompt versioning, evaluation pipelines, and monitoring.
- Integrate enterprise solutions like Power BI, Tableau, Excel, Teams, SharePoint, ServiceNow, Jira, Confluence, CRM platforms, or workflow automation tools.
Inne informacje
Informujemy, że administratorem danych jest Altimetrik z siedzibą w Warszawie, ul. Towarowa 28 (dalej jako "administrator"). Masz prawo do żądania dostępu do swoich danych osobowych, ich sprostowania, usunięcia lub ograniczenia przetwarzania, prawo do wniesienia sprzeciwu wobec przetwarzania, a także prawo do przenoszenia danych oraz wniesienia skargi do organu nadzorczego. Dane osobowe przetwarzane będą w celu realizacji procesu rekrutacji. Podanie danych w zakresie wynikającym z ustawy z dnia 26 czerwca 1974 r. Kodeks pracy jest obowiązkowe. W pozostałym zakresie podanie danych jest dobrowolne. Odmowa podania danych obowiązkowych może skutkować brakiem możliwości przeprowadzenia procesu rekrutacji. Administrator przetwarza dane obowiązkowe na podstawie ciążącego na nim obowiązku prawnego, zaś w zakresie danych dodatkowych podstawą przetwarzania jest zgoda. Dane osobowe będą przetwarzane do czasu zakończenia postępowania rekrutacyjnego i przez okres możliwości dochodzenia ewentualnych roszczeń, a w przypadku wyrażenia zgody na udział w przyszłych postępowaniach rekrutacyjnych - do czasu wycofania tej zgody. Zgoda na przetwarzanie danych osobowych może zostać wycofana w dowolnym momencie. Odbiorcą danych jest serwis Just Join IT oraz inne podmioty, którym powierzyliśmy przetwarzanie danych w związku z rekrutacją.
Altimetrik Poland
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