Lead Data Scientist
Опубликовано 06 июля 2021Make it in UA
Продуктовая компания с офисом в Kyiv, Ukraine.
Продуктовая компания с офисом в Kyiv, Ukraine.
As the first pan-industry platform built on the Internet Computer (ICP), generate new value opportunities for some of the largest consumer asset classes in the world, including art, digital media and luxury goods.
Founded in October 2020, operates globally in major technology and blockchain hubs, including its research and development division located in Manhattan Beach, California.
For the first time in history, an object itself constitutes its own unique identity.
A Lead Data Scientist will be responsible for addressing the immediate needs around data collection and organization, as well as running experiments in order to validate key assumptions.
● Python experience
● Prior experience with machine learning or computer vision is a big plus, but may not be strictly necessary if you are able to learn fast and understand relevant technical documentation.
Engineering Management
● Building and leading a team
● Coordinating work between engineers and data scientists
● Making major technical decisions
● Reporting to other executives, adjusting strategies
Data Science
● Collecting and organizing data
● Running experiments, tracking results
● Pipelines for ergonomic algorithm exploration
● Validating assumptions, aligning overarching goals
DSP and Information Theory
● Target signal sources
● How to best encode signals
● Liaise with robotics/hardware
● ROI/signature/feature extraction
Computer Vision and Image Processing
● Image preprocessing
● Image matching/transformations
● ROI/signature/feature extraction
● non-ML full solutions
Machine Learning and CV in ML
● ML model selection
● Training and deployment
● Hyperparameter tuning
● ML pipelines/full solutions
Software Engineering
● Production architecture
● Component I/O
● Production deployment
● Developer tools and codebase organization