researcher
5 the last 26 days, recently 2023-02-19
Responsibility
- work alongside Computer Vision and Machine Learning researchers to design and implement deep learning models
- take a data driven approach to model validation
- build large scale machine learning pipelines
Show more +7 - taking a data driven approach to model validation
- transfer research output into production systems
- work closely with the development team to integrate machine learning pipelines
- participating in and leading multi-disciplinary teams of talented researchers and engineers
- transferring research output into production systems
- research and develop machine learning algorithms and systems for robot control
- developing machine learning algorithms and systems for robot control such as scene understanding using stereo vision , autonomous robot decision making and forecasting from time series data
Requirements
- at least 3 years’ experience in a similar environment
- have a solid computer science background
- A proven track record in machine learning and computer vision, ideally with the publication history to prove it
Show more +26 - the ability to turn research ideas quickly into production
- be proficient in one or more of database theory, concurrent / parallel computing, distributed computing, cloud computing
- masters degree or PhD in Machine learning field
- be comfortable with research methodology
- masters or PhD in related field
- the ability to lead a team, and maximize its productivity
- have completed a MSc or PhD in the last 3 years
- have published papers at top peer-reviewed conferences or journals in fields related to the above
- experience with deep learning frameworks eg. Tensorflow, Caffe, PyTorch, Theano
- interest and skills in Data Management Systems, Distributed Computing, Indexing Engines, Storage Engines, Concurrent, Parallel or Multicore Programming, and Fault-tolerant Systems
- possess a solid understanding and working knowledge of the internals of modern transactional database management systems
- have participated in the implementation of a database management system or systems of a similar low-level nature
- track record in machine learning and computer vision, ideally with the publication history
- cognizance of the impact of business objectives on development priorities
- A catholic view – building intelligent robots depends on having a heterogenous skillset
- experience working with robot control software
- ambition and drive to deliver outstanding results
- experience in designing/deploying ML/DL models, computer vision e.g. image, video, object segmentation, detection
- the right candidate is likely to have a PhD or at least several years of experience of working in a research organisation
- be proficient in one or more of database theory, concurrent/parallel computing, distributed computing, cloud computing
- deep Learning Researcher – Computer Vision / Python / facial recognition / image processing
- be proficient in one or more system-level programming languages
- 2+ years industry experience in a research organisation
- if you are interested in this Machine Learning Researcher position, please send a cv attached to your application or send to [email protected]
- strong skills with python and ideally C++
- if you are interested in this Deep Learning Researcher position please send a cv attached to your application or send to [email protected]
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