Data Architect for AI-Ready, Enterprise-Scale Platform

Look4IT; Wrocław; On-site; PLN 240,000 - 340,000; Full time

Job summary

Look4IT is partnering with a fast-growing technology startup delivering data and AI solutions for a large international client. As Data Architect, you own the data platform powering analytics, ML, and generative AI workloads, from ingestion to serving on Snowflake and Azure.

You will design data models, build pipelines, and set governance standards while collaborating with business and IT stakeholders to translate requirements into architecture decisions and roadmaps.

Qualifications

• 8+ years in data engineering or data architecture, including at least 3 years in an architect or technical lead role.
• Hands-on production experience with Snowflake (data modelling, security, performance tuning, cost management).
• Strong knowledge of Azure data services (ADLS Gen2, Azure Data Factory, Entra ID, Key Vault, networking and private endpoints).
• Advanced SQL and working knowledge of Python.
• Experience designing data platforms that support ML or AI use cases.
• Understanding of data governance, security, and privacy in enterprise environments.
• Experience working with large, international organisations and multiple stakeholders.
• Fluent English (C1); you'll work daily with an international client.

Responsibilities

• Design and evolve the target data architecture on Snowflake and Microsoft Azure, covering ingestion, storage, transformation, and serving layers.
• Define data models (dimensional, Data Vault or domain-oriented) that support both BI and AI/ML use cases.
• Architect data pipelines for batch and near-real-time processing (e.g. Azure Data Factory, Azure Functions, Event Hubs, Snowpipe, dbt).
• Prepare the platform for AI workloads, including feature data, training datasets, vector/embedding storage, and RAG data pipelines (e.g. Snowflake Cortex, Azure OpenAI, Azure AI Search, Azure Machine Learning).
• Set standards for data quality, lineage, metadata, and governance, including Entra ID–based access control, masking, and GDPR compliance (e.g. Microsoft Purview).
• Optimise Snowflake performance and cost through warehouse sizing, clustering, and query tuning.
• Work directly with client stakeholders, both business and IT, to translate requirements into architecture decisions and roadmaps.
• Guide and review the work of data engineers, and document architecture decisions (ADRs, diagrams).

Skills

Snowflake

Azure

SQL

Python

Data modeling

Data governance

Stakeholder management

Tools

dbt

Airflow

Terraform

Azure Data Factory

Job description

Look4IT is partnering with a fast-growing technology startup delivering data and AI solutions for a large international client. As Data Architect, you own the data platform powering analytics, ML, and generative AI workloads, from ingestion to serving on Snowflake and Azure.

You will design data models, build pipelines, and set governance standards while collaborating with business and IT stakeholders to translate requirements into architecture decisions and roadmaps.