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Data Scientist - Machine Learning

5 - 10 yrs
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Not Disclosed by Recruiter Posted 10 days ago Job Applicants: 72 Job Views: 219

Job Description

 
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    You have a background in physics or electrical engineering and you love working with advanced statistical mathematics, understanding and discovering patterns, and how to find them using machine learning methods. Your mind is analytical and razor sharp, and you consider yourself one of the best at what you do.

    What our client do is to develop and manufacture a highly advanced Wi-Fi cloud service and accompanying hardware Wi-Fi gateways, that utilize artificial intelligence to adapt to the environment of the equipment and user behaviour.

    What they expect from you is that you are able to work with large amounts of data from Wi-Fi routers, such as throughput rates, signal strength, noise conditions, power levels, packet loss, jitter, latency and a lot more, then combine them and detect features and patterns in these data that can help improve the users Quality of Experience by applying new configurations. Based on spectrum/signal data, you can also identify interference patterns, and even classify them based on previously learned data. You can even detect anomalies, things that are out of the ordinary.

    In order to do so, we believe that you are :

    - Highly experienced in machine learning methods such as convolutional deep neural networks (CNN/RNN) and backpropagation.

    - Highly experienced in utilizing deep learning frameworks (Amazon ML, TensorFlow, Caffe or similar)

    - Highly experienced in programming and prototype development using Python, C or Java.

    - Highly experienced in linear algebra such as scalars, vectors, matrices and tensors, Multi-variable (vector) calculus, probability and statistics, optimizers (RMSprop, Adagrad, Adadelta etc).

    We also believe you should have :

    - IEEE 802.11 protocol knowledge.

    - Radio engineering background.

    - Signal processing experience.

Salary: Not Disclosed by Recruiter

Industry: IT-Software / Software Services

Functional Area: Analytics & Business Intelligence

Role Category:Analytics & BI

Role:Data Analyst

Employment Type: Permanent Job, Full Time

Keyskills

Desired Candidate Profile

     

Education-

UG: B.Tech/B.E. - Electrical, B.Sc - Physics

PG:Any Postgraduate - Any Specialization

Doctorate:Doctorate Not Required

Company Profile:

Best Infosystems Ltd

Leading client of Best Infosystems Ltd
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