דרושים בחברת Edgify

נמצאו 2 משרות
*המשרות באתר מיועדות לנשים וגברים כאחד
About us
Edgify is developing the future of AI. Going up against the cloud providers to offer a new way of training ML and DL models directly on day to day devices. We built a framework that allows any company, from any industry, to train complete Deep Learning and Machine Learning models directly on their own edge devices- we allow for close to perfect accuracy, without the need to transfer any data to the cloud.
With offices in Israel and in London and with some of the most talented researchers and developers in the field of AI and machine learning, we are looking for a brilliant server side engineer to join our team.

What you’ll do:

    Work closely with a leading algorithm team on cutting edge AI technologies
    Integrate and take charge of distributed systems of Federated Machine Learning
    Implement AI distribution algorithms

About us
Edgify is developing the future of AI. Going up against the cloud providers to offer a new way of training ML and DL models directly on day to day devices. We built a framework that allows any company, from any industry, to train complete Deep Learning and Machine Learning models directly on their own edge devices- we allow for close to perfect accuracy, without the need to transfer any data to the cloud.
With offices in Israel and in London and with some of the most talented researchers and developers in the field of AI and machine learning, we are looking for a brilliant server side engineer to join our team.

What you’ll do:

    Work closely with a leading algorithm team on cutting edge AI technologies
    Integrate and take charge of distributed systems of Federated Machine Learning
    Implement AI distribution algorithms

דרישות:
    3+ years of hands-on experience with Python
    3+ years of hands-on experience with C++
    B.Sc. degree in computer science or other relevant domains from one of the leading universities
    strong design and coding skills
    Self-learner
Advantages:

    Advanced python experience (Asyncio, C++ bindings)
    c++ for the arm architecture
    AI knowledge and skills (Neural networks, Training)
    Hands-on experience with AI frameworks (Pytorch, Tensorflow …)
    Distributed Systems knowledge
מיקום המשרה: מרכז, שרון
סוג משרה: משרה מלאה
תאריך עדכון: 25/05/2020
קוד משרה: Back End
Deep Learning Algorithm Researcher
Job Description
Our algorithm team deals with a variety of challenges associated with training DL models on the edge. We believe in “diving deep” into our solutions and many of our discussions end up in scribbling equations on the board.
Some of the cool research topics we’re working on: Federated Learning, Model Compression, Online Learning, NON-IID data distributions, Differential Privacy etc.
As a researcher on the algorithm team, you will be given complicated problems to research and will be expected to lead the research process from the phase of literature review right up until the integration of the solution into the system. Our algorithm framework sits at the core of the Edgify product, and as part of the job you’ll be expected to participate in the development and improvement of the framework.
Deep Learning Algorithm Researcher
Job Description
Our algorithm team deals with a variety of challenges associated with training DL models on the edge. We believe in “diving deep” into our solutions and many of our discussions end up in scribbling equations on the board.
Some of the cool research topics we’re working on: Federated Learning, Model Compression, Online Learning, NON-IID data distributions, Differential Privacy etc.
As a researcher on the algorithm team, you will be given complicated problems to research and will be expected to lead the research process from the phase of literature review right up until the integration of the solution into the system. Our algorithm framework sits at the core of the Edgify product, and as part of the job you’ll be expected to participate in the development and improvement of the framework.
דרישות:
Requirements
MSc / PhD in Computer-Science, EE, Physics, Mathematics (or similar).
2+ years of experience in ML/DL/CV development. Academic experience may be considered only in the case of hands-on research in DL with a relevant framework (see below).
Strong Python development skills.Familiarity with one of the major DL frameworks: PyTorch /TensorFlow / MXNet.
Advantage: C++ development skills.
מיקום המשרה: מרכז, שרון
סוג משרה: משרה מלאה
תאריך עדכון: 25/05/2020
קוד משרה: JB-00001