[SRILM User List] Job Positions Deep Learning, Natural Language Processing - Samsung Institute

[Luis Uebel]

You can make a difference by bringing real applications for millions!

Do you like to work in a global organization that is the biggest mobile hardware manufacture in the world?

Full-time job positions in Samsung Institute in Manaus (Brazil).

It is not required to speak Portuguese.



The candidates who will be interested can send the resume for the follow address sidia at samsung.com<mailto:sidia at samsung.com>. Please mention “Job Position – MIL” in the subject.





Position 1 - Technical Specialist - HP1903



Graduated in Software Engineering, Computer Science, Electrical Engineering, Statistics, Mathematics, Physics or related field is required;

PhD or Master Degree is a plus.



Description

Innovative professional with extensive experience in software development for Mobile Devices and advanced computer science technologies, such as: Artificial Intelligence (Machine Learning, NLP), Cloud Computing, Internet of Things and Augmented Reality applications.

Solid know-how and skills to advise technical teams about the best technological solutions for vast range problems that are related to software, computer and mobile devices.



Main Activities

The Technical Specialist will bring up Innovative Projects and design the Software Architecture and Product Specification;  support the development team during execution & validation; advice the Innovation Team about the latest technology trends; evaluate products, services, technical skills and company solutions in terms of technical feasibility, cost/benefits, compare different technical solutions and best providers to it.







Position 2 – Senior Software Engineer – Advanced Machine Learning / NLP



We are looking for a senior software engineer with experience in advanced machine learning.



Minimum Requirements:

•        Minimum 4 years of professional experience in software development, with at least 2 years using machine learning techniques;

•        Proved experience with one or more advanced machine learning techniques:

o   Deep Networks (CNN, RNN, DBN, DBM, LSTM, …);

o   Deep Reinforcement Learning for Data, Text, Audio, Speech and/or Multimedia.



•        Proficiency in a neural network library (e.g., TensorFlow, Theano, Torch, MXNet, …);

•        Proficiency in Python, C/C++, Java and/or Scala for machine learning and NLP (desirable);

•        Notions of some NLP tools (e.g., OpenNLP, NLTK, …);

•        Experience in applying machine learning techniques for very large datasets/corpus;

•        Background in machine learning techniques (Generative Model, Discriminative Models, Neural Network, Bayesian, Expectation/Maximization, HMMs, Logistic Regression, Random Forest, …);

•        Master degree or PhD from an accredited University in Computer Science, Electrical Engineering, Statistics, Mathematics, Physics or related field is required.

•        Proficiency in Python, C/C++, Java and/or Scala;

•        Excellent knowledge in optimal computational environment required for data processing, mining and machine learning;

•        Knowledge of requirements of large scale systems operating on cloud environment and all involved architecture aspects.



Desired Requirements:

•       Proven track record of research/publications on machine learning and artificial intelligence field;

•       Experience in implementing machine learning algorithms in a computer environment with constrains (CPU, memory and battery usage);

•       Proficiency in R, Octave, Matlab, Perl, Bash and/or Ruby;

•       Patent Tracking, and Open Source Code and Licenses Analysis;

•       Experience with Software Documentation in English;

•       Background in CUDA and/or CPU Parallel Programming.







Positions 3 – Software Engineer – Machine Learning / NLP



We are looking for a software engineer with academic knowledge and basic experience with Machine Learning and/or NLP Applications.



Minimum Requirements:

•       Basic experience (~1 year) in software development using machine learning and/or natural language processing techniques;

•       Background in deploying software in a cloud environment, collecting and analyzing user data;

•       Knowledge of machine learning techniques:

o   Deep Networks (CNN, RNN, DBN, DBM, LSTM, …);

o   Deep Reinforcement Learning.



•       Knowledge of a neural network library (e.g., TensorFlow, Theano, Torch, MXNet, …) and/or NLP tools (e.g., OpenNLP, NLTK, …);

•       Proficiency in Python, C/C++, Java and/or Scala.

•       Background with very large datasets/corpus;

•       Background in machine learning techniques (Generative Model, Discriminative Models, Neural Network, Bayesian, Expectation/Maximization, HMMs, Logistic Regression, Random Forest, …).



Desired Requirements:

•       Research/publications on machine learning, artificial intelligence and/or natural language processing fields;

•       Background in CUDA and/or CPU Parallel Programming;

•       Software development for restrict computer environments (CPU, memory and/or battery usage);

•       Proficiency in R, Octave, Matlab, Perl, Bash and/or Ruby;

•       Patent Tracking, and Open Source Code and Licenses Analysis;

•       Experience with Software Documentation in English.
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