Junior AI Researcher
Nacre Capital
- Brasil
- Permanente
- Período integral
- Design, Adapt and implement ML and classic algorithms from a POC to a working prototype
- Shape and perform experiments to answer business questions
- Design and develop model tests and statistical verification
- Implement data processing and training pipelines
- Extend existing ML / DL code and frameworks
- Log and document extensively POCs and experiments
- Keep abreast of developments in the field
- Proven experience developing image/video processing and computer vision solutions is a
- Proven experience as a machine learning engineer/researcher or similar role
- Proficiency with common ML python frameworks (scikit-learn, scipy, matplotlib, TensorFlow /
- Understanding of data structures, data modeling, and software architecture
- Ability to write clean and robust code
- Excellent communication and presentation skills (English)
- MSc/PhD in Computer Science / Engineering, Mathematics. BSc with an equivalent
- Experience with deploying ML/AI systems in production is a plus
- Databases (SQL / Mongo) and basic networking / message passing knowledge is an
- Familiarity with common cloud platforms (GCP/AWS/Azure)
- Familiarity with containers (Docker and kubernetes)
- Experience with DVC, MLflow, MetaFlow, Databricks and other MLOps frameworks
- Experience with CI/CD tools (Jenkins, git pipes, Screwdriver, Spinnaker or others)