Machine Zone’s Machine Learning and Natural Language Processing group is creating the next generation communication platform where players from around the world communicate seamlessly in real-time and across languages. We are looking for talented engineers and scientists who can share our passion for applying Machine Learning at scale and build innovative products and services.
What You’ll Be Doing
Build in-house ML products and services that drive business value
Mine text streams to extract actionable insights
Work on AI bots and interactive systems
Improve the quality of cross-language Machine Translation by creating in-house NLP products and services
Maintain and improve the existing crowdsourcing platform
Writing ML & NLP libraries that could be integrated and used in game features
Maintain existing in-house tools and code. Optimize for speed and efficiency
MZ Game Studio
Your Background And Who You Are
3+ years of experience post Masters degree in Computer science or related disciplines required
Have 4+ years of experience working in Natural Language Processing (NLP) focus areas (viz.: Semantic analysis, Machine Translation or Speech Recognition) – either at graduate school or professionally
Experience writing NLP tools such as Named entity recognizers, Parsers, and Spell checkers.
Experience training multi-layered Neural Networks
Experience training ML models for prediction or classification tasks
Experience with internationalization, validation techniques, and using statistical techniques in decision making
Experience creating API’s, interfacing existing software, and writing libraries
Must be able to write production quality code and improve efficiency of existing codebase keeping performance factors in consideration.
Must be able to write design specifications, unit tests, maintain documentation and perform code reviews
Technical Skill Toolbelt Should Include
Software development experience in C/C++
Scripting in Python, PHP, or Lua
Writing Hive, SQL queries for Data extraction
Experience with *nix systems, open source software and libraries
Experience with NLP libraries like NLTK, Word2Vec etc.
Nice To Have
4+ years of professional experience or a PhD in applied NLP tracks (MT, ASR)
Experience with Machine Learning libraries and toolkits such as Tensorflow, Spark ML and Scikit-learn.
Experience with Natural language generation and conversational AI
Experience working on Machine Translation for Asian Languages such as Chinese, Korean and Japanese.
Experience with crowdsourcing solutions and associated automation
Open source contributor to NLP libraries or software.
Experience building Reinforcement learning agents
Experience in the gaming industry, preferably MMORPG’s
Level of experience (years):
Mid Career (2+ years of experience)
How to apply:
Please mention NLP People as a source when applying