Software Engineer - Machine Learning

Requires a Master’s degree(or foreign equivalent degree) in Computer Science, Computer Software, Computer Engineering, Applied Sciences, Mathematics, Physics, or related field and three years of work experience in the job offered or in a computer-related occupation
Requires three years of experience in the following:
1. Machine learning, recommendation systems, computer vision, natural language processing, data mining, or distributed systems
2. Translating insights into business recommendations
3. Software development tools: Code editors (VIM or Emacs), and revision control systems (Subversion, GIT, or Perforce)
4. Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands, and shell scripting
5. Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction
6. Distributed systems

Research, design, develop, and test operating systems-level software, compilers, and network distribution software for massive social data and prediction problems.
Have industry experience working on a range of ranking, classification, recommendation, and optimization problems, e.g. payment fraud, click-through or conversion rate prediction, click-fraud detection, ads/feed/search ranking, text/sentiment classification, collaborative filtering/recommendation, or spam detection.
Working on problems of moderate scope, develop highly scalable systems, algorithms and tools leveraging deep learning, data regression, and rules based models.
Suggest, collect, analyze and synthesize requirements and bottleneck in technology, systems, and tools.
Develop solutions that iterate orders of magnitude with a higher efficiency, efficiently leverage orders of magnitude and more data, and explore state-of-the-art deep learning techniques.
Receiving general instruction from supervisor, code deliverables in tandem with the engineering team.
Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU).

All Jobs Info