Senior Lakehouse & Applied AI Engineer

BrickRed Systems LLC; Bellevue (WA); On-site; USD 170,000 - 260,000; Full time

Job summary

BrickRed Systems LLC in Bellevue, WA is seeking a Senior Software Engineer specializing in Lakehouse and Applied AI. You will own end-to-end solutions from discovery to production, collaborating directly with stakeholders in a forward-deployed environment.

The role requires hands-on experience with Databricks, PySpark, Python, cloud infrastructure, and GenAI/LLM technologies, plus building production-grade AI workflows, multi-tenant CI/CD, and containerized workloads on Azure and AWS.

Qualifications

• 6+ years of experience in software/data engineering.
• Strong hands-on experience with Databricks, PySpark, Delta Lake, and Python.
• Experience with GenAI, LLMs, AI agents, RAG, embeddings, or agentic workflows.
• Working knowledge of MCP or similar LLM tool-serving frameworks.
• Strong experience with Terraform and Terragrunt.
• Experience across Azure and/or AWS cloud environments.
• Hands-on experience with Docker, Kubernetes, ECS/Fargate, and CI/CD.
• Strong Python development skills with FastAPI, Flask, REST APIs, and microservices.
• Experience with Airflow or similar workflow orchestration tools.
• Knowledge of Prometheus, Grafana, or similar observability platforms.
• Strong problem-solving skills with the ability to own solutions from prototype to production.
• Comfortable working in a customer-facing, forward-deployed engineering environment.

Responsibilities

• Design and deliver end-to-end lakehouse and applied-AI solutions from prototype through production.
• Build scalable data platforms using Databricks, PySpark, Delta Lake, and Azure.
• Develop agentic AI workflows and tool-using AI agents for software and infrastructure automation.
• Build AI solutions using LLMs, embeddings, RAG, and MCP or similar tool-serving frameworks.
• Develop reusable multi-tenant CI/CD and deployment frameworks.
• Build and deploy local/edge LLM and embedding-serving environments.
• Develop Python-based REST APIs and microservices using FastAPI, Flask, or similar frameworks.
• Deploy and orchestrate production workloads using Docker, Kubernetes, ECS/Fargate, and Airflow.
• Manage cloud infrastructure using Terraform and Terragrunt across Azure and AWS.
• Work with services including Azure Databricks, ADLS Gen2, Key Vault, AWS ECS, S3, RDS, SQS, and SSM.
• Develop AI evaluation and testing frameworks covering regression detection, retrieval quality, task completion, and safe rollback.
• Implement monitoring and observability using Prometheus and Grafana.
• Work directly with customers and stakeholders to translate ambiguous requirements into production-ready technical solutions.

Skills

Strong problem-solving

Data engineering

AI/ML workflows

Customer-facing

Tools

Databricks

PySpark

Python

Docker

Kubernetes

Airflow

FastAPI

Flask

REST APIs

Delta Lake

Azure

AWS

Terraform

Terragrunt

ECS/Fargate

S3

RDS

SQS

SSM

Prometheus

Grafana

Job description

BrickRed Systems LLC in Bellevue, WA is seeking a Senior Software Engineer specializing in Lakehouse and Applied AI. You will own end-to-end solutions from discovery to production, collaborating directly with stakeholders in a forward-deployed environment.

The role requires hands-on experience with Databricks, PySpark, Python, cloud infrastructure, and GenAI/LLM technologies, plus building production-grade AI workflows, multi-tenant CI/CD, and containerized workloads on Azure and AWS.