Senior ML Systems Architect: Scalable AI Platform

SoftInWay Inc; Bristol; On-site; GBP 70,000 - 100,000; Full time

Job summary

A technology company specializing in ML solutions is seeking a Senior/Principal ML Systems Architect to design and implement a scalable architecture for machine learning. The successful candidate will bridge research and commercial deployment, focusing on performance, reliability, and maintainability. Key qualifications include expertise in TensorFlow and Python, experience in API development, and familiarity with MLOps practices. Joining means working on cutting-edge ML solutions and collaborating with experts across various fields.

Qualifications

• Expert in ML frameworks like TensorFlow and ONNX.
• Advanced Python programming for machine learning.
• Proficient in performance optimization techniques.

Responsibilities

• Architect the ML Solver Platform and define modular architecture.
• Convert research code into robust services.
• Optimize performance and scalability across deployments.

Skills

Expert in TensorFlow (TF2/Keras)

Advanced Python for ML

Proficiency in gRPC/Protobuf and REST

GPU acceleration (CUDA/cuDNN)

Metrics, tracing, structured logging

SBOM, image signing, role-based access

Tools

TensorFlow

ONNX Runtime

FastAPI

Job description

A technology company specializing in ML solutions is seeking a Senior/Principal ML Systems Architect to design and implement a scalable architecture for machine learning. The successful candidate will bridge research and commercial deployment, focusing on performance, reliability, and maintainability. Key qualifications include expertise in TensorFlow and Python, experience in API development, and familiarity with MLOps practices. Joining means working on cutting-edge ML solutions and collaborating with experts across various fields.