ML Engineer — Vision Integrations & MLOps

Datature; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Datature is seeking a machine learning specialist to join the integration team, working directly with customers to embed our MLOps Platform into their stacks. You will expand neural network offerings, prototype state-of-the-art vision algorithms, and contribute to Datature’s Insights and MLOps features to help users build better models.

You will scout cutting-edge techniques, translate papers into practical solutions, and shape a roadmap of ambitious features for quarterly platform updates.

Qualifications

• 2-5 years of experience researching, implementing, and deploying computer vision / deep-learning / scene understanding algorithms.
• Experience with a stack including PyTorch, JAX, TensorFlow, OpenCV, FFMPEG, Gradio, OpenVINO, MXNet.
• Proven ability to build, maintain, and debug real-time computer vision systems.

Responsibilities

• Integrate Datature MLOps Platform into customer stacks and optimize computer vision implementations.
• Contribute to research, design, and integration of state-of-the-art perception algorithms.
• Prototype new vision algorithms for inclusion in Datature platform updates.
• Collaborate with client teams to understand ML integration requirements and timelines.

Skills

PyTorch

JAX

TensorFlow

OpenCV

FFMPEG

Gradio

OpenVINO

MXNet

CUDA

Cloud GPUs

Gradio/Streamlit

Google Cloud Platform

Tools

Notebooks

Job description

Datature is seeking a machine learning specialist to join the integration team, working directly with customers to embed our MLOps Platform into their stacks. You will expand neural network offerings, prototype state-of-the-art vision algorithms, and contribute to Datature’s Insights and MLOps features to help users build better models.

You will scout cutting-edge techniques, translate papers into practical solutions, and shape a roadmap of ambitious features for quarterly platform updates.