Data Platform Architect Supply Chain (Databricks)

Other Jobs To Apply

No other job posts for this day.

Job Title: Data Platform Architect – Supply Chain (Databricks)

Location: Open / Remote

Role Summary

We are seeking a senior Data Platform Architect to design and build an Enterprise Data Warehouse / Lakehouse platform for the supply chain domain from the ground up. This role requires deep expertise in Databricks Lakehouse, strong AI/ML capabilities, and a proven ability to leverage AI as an accelerator across the Software Development Life Cycle (SDLC).

The ideal candidate will drive architecture, design, and implementation while embedding AI, GenAI, and automation into every phase—from discovery to operations.

Key Responsibilities

  • Define the end-to-end vision, architecture, and roadmap for the enterprise data platform.
  • Design and implement a greenfield EDW / Lakehouse architecture (Bronze, Silver, Gold layers).
  • Build scalable data ingestion frameworks integrating ERP, WMS, TMS, MES, procurement, and logistics systems.
  • Develop pipelines using PySpark, Spark SQL, Delta Live Tables (DLT), and orchestrate with Databricks Workflows.
  • Implement data governance, lineage, and security using Unity Catalog.
  • Embed AI/ML and GenAI capabilities such as:
    • LLM-driven schema mapping
    • Vector search & RAG
    • Forecasting models
    • Natural-language BI solutions
  • Drive AI-accelerated SDLC delivery using copilots, agents, and automation tools.
  • Establish standards for data quality, monitoring, and reliability.
  • Lead and mentor cross-functional teams and collaborate with business stakeholders.

AI-Accelerated SDLC Approach

Phase AI Acceleration Approach
Discovery & Design AI-based source profiling, schema inference, auto data dictionaries
Data Modeling LLM-generated dimensions, facts, and lineage
Pipeline Build AI-assisted PySpark/SQL/DLT code generation
Testing & QA Auto-generated test cases, synthetic data creation
Deploy & Operate CI/CD automation, job optimization, anomaly detection
Consumption Natural-language BI, GenAI assistants, predictive insights

Must-Have Skills & Experience

  • 10+ years in Data Engineering / Architecture
  • Strong Supply Chain domain knowledge (Plan, Source, Make, Deliver, Return)
  • Hands-on experience with Databricks Lakehouse Platform
  • Expertise in:
    • PySpark, Spark SQL
    • Delta Lake & Delta Live Tables
    • Databricks Workflows
  • Experience with Unity Catalog (governance, lineage, access control)
  • Strong knowledge of:
    • Dimensional Modeling & Data Vault
    • Medallion Architecture
    • Data Product Design
  • Experience with CI/CD & IaC (Terraform / Databricks Asset Bundles)
  • Solid exposure to AI/ML technologies:
    • GenAI, LLMs, RAG, Vector Search
    • MLOps & Feature Stores
  • Proven experience using AI tools (Copilots/Agents) to accelerate SDLC
  • Strong leadership and stakeholder management skills

Nice to Have

  • Experience building a greenfield enterprise data platform
  • Exposure to ERP systems like SAP or Oracle EBS
  • Experience deploying AI assistants or agents on data platforms

Expected Outcome

  • A unified, AI-native supply chain data platform
  • Faster delivery enabled by AI-accelerated SDLC practices
  • A secure, governed, and scalable architecture built from scratch
Back to blog

Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...