Senior ML Platform Engineer: AI Infra & CI/CD

Brickstech; Lahore; On-site; PKR 2,400,000 - 4,800,000; Full time

Job summary

Brickstech is seeking a Senior Machine Engineer with around 5 years of hands-on experience building, shipping, and maintaining production software, and deploying cutting-edge AI solutions. The role emphasizes infrastructure, CI/CD, and platform reliability.

The candidate will own deployment configurations for Docker Swarm and Kubernetes, work with SQL data processing, and contribute to scalable RAG pipelines using embeddings in FAISS, Pinecone, or Weaviate, while collaborating with engineers and

Qualifications

• BS in CS or related field; MS preferred.
• 5 years of hands-on production software experience.
• Experience deploying AI systems at scale.
• Strong DevOps practices and infrastructure automation.

Responsibilities

• Build and maintain CI/CD pipelines and deployment configurations.
• Design scalable deployment for Docker Swarm and Kubernetes.
• Evaluate ML/DL models using PyTorch, TensorFlow, or similar frameworks.
• Develop and optimize LLM-based systems including LoRA/QLoRA techniques.
• Own infrastructure automation and monitoring across environments.
• Write tests and build scalable testing frameworks.

Skills

Python

CI/CD pipelines

GitHub Actions

Docker & Kubernetes

ML/AI systems

Communication with stakeholders

LLMs

Education

BS in Computer Science or related field

Masters preferred

Tools

Docker Swarm

Kubernetes

FAISS

Pinecone

Weaviate

PyTorch

TensorFlow

Job description

Brickstech is seeking a Senior Machine Engineer with around 5 years of hands-on experience building, shipping, and maintaining production software, and deploying cutting-edge AI solutions. The role emphasizes infrastructure, CI/CD, and platform reliability.

The candidate will own deployment configurations for Docker Swarm and Kubernetes, work with SQL data processing, and contribute to scalable RAG pipelines using embeddings in FAISS, Pinecone, or Weaviate, while collaborating with engineers and