Spotinst Published: November 21, 2019
Job Type
Category
Level of education
Masters
Spoken Language needed
English
Level of Hebrew
Medium
Location of job
Tel Aviv/ Ramat Gan
How many relevant years experience do you require for the role:
1 year

Description

Spotinst is one of the largest and most advanced companies for cloud workload automation. We aim to improve performance, reduce complexity and lower compute infrastructure costs.

As a major participant in the cloud optimization field, Spotinst faces many challenges. Our new research team provides solutions for complex core problems handling large amounts of data. We work closely with the product teams in order to bring state-of-the-art technology to production.

Main responsibilities
- Find and apply suitable neural network architectures for time-series prediction, evaluate them against current state-of-the-art models
- Explore classical approaches, e.g., ARIMA, design novel features
- Working on common resource-allocation problems and usage prediction under constraints
- Make a production-ready model on-top of cloud
- Laying the foundation for research in a fast-growing company

Requirements

- MSc, or Ph.D. degree in CS, EE or a related field (e.g., machine learning, signal processing, data mining and statistics)
- Publication record in machine learning or related conferences, e.g., NIPS, ICML, ICLR, UAI, CVPR, ICCV, ECCV, ACL, NAACL, EMNLP, and others
- Proven experience in the field of machine learning and deep learning
- Excellent analytical skills
- Strong coding skills in Python
- Familiarity with frameworks for deep learning, e.g., Pytorch, Keras
- Theoretical knowledge in the fields of time-series prediction
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