Data Engineer
Job Description
RadiusAI is a growth-stage startup that develops novel machine learning and computer vision techniques for ambient and actionable intelligence. Our Viztel technology enables real-time 3D scene reconstruction, motion capture and behavior analysis of customers and patients in a privacy-aware fashion. We develop and deploy ML models that combine diverse data to directly impact key performance indicators for our clients. Through strong partnerships with leading retailers and healthcare providers, we are able to apply machine learning, computer vision and robotics at scale. We are passionate about strong research with real-world impact.
About You:
You are driven and passionate about data and making a difference. You are looking to join a promising early-stage startup to have a deep impact. You understand code quality and can take initiatives to improve it. You are always curious, and you are humble about what you already know.
About the Job:
We are currently looking to hire multiple (senior) data engineers with experience in cutting-edge data science and machine learning. We are particularly interested in candidates who have experience in optimizing complex machine learning models for better throughput, latency and memory use, targeting real-time inference at the edge.
Requirements
- BS, MS or PhD in a STEM field
- Knowledge of basic deep learning techniques
- Knowledge of modern software design and software engineering practices in Python
- Knowledge of of computer science fundamentals including data structures and algorithms
- Experience in data-driven problem-solving and the deployment of machine learning models
- Experience with cloud-computing tools, architectures and approaches
- Experience in working in a team and communicating to other data scientists and engineers
- Experience in PyTorch and Tensorflow
- Experience in deploying ML-models at scale
- Experience in optimizing machine learning models for target architectures such as GPUs
- Experience in edge-computation
- Experience in real-time video processing and inference
- Experience with AWS technologies like S3, EC2, and Kinesis
Pluses:
Benefits
Date Posted
08/19/2022
Views
3
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