[HN] Cinnamon AI Labs tuyển dụng AI Researcher - AI Engineer

Lương: $500 - $3000
Hạn nộp hồ sơ: 30/08/2018
Mô tả

Responsibilities and Performance Objectives
For AI Researcher
• Analysing problem to solve by working closely with Production team. Output is the Solution Proposal
• Analysing data received to deeply understand the problem and visualize solutions to build up core engines of Cinnamon. Output is the Algorithm Specs Document - Pre-proceed and generate data if needed
• Pre-proceed and generate data if needed
• Quickly build, evaluate, adjust and deploy highly effective AI algorithm, basing on focused problem and solution concept
• Working closely with Production engineers to deploy AI modules in production projects
For AI Engineer
• Analysing problem to solve by working closely with system engineers, data analist and clients. Output is the Solution Proposal
• Analysing data received to deeply understand the problem and visualize solutions for production projects. Output is the Algorithm Specs Document - Pre-proceed and generate data if needed
• Pre-proceed and generate data if needed
• Quickly build, evaluate, adjust and deploy highly effective AI algorithm, basing on focused problem and solution concept
• Working closely with system engineer to connect AI module to the whole
system

Yêu Cầu

Preferred Qualifications (Junior)
• Skills with Python, Java, C++, or other programming language, as well as with R, MATLAB or similar scripting language
• Ability to relate to and solve business problems through machine learning,
data mining and statistical algorithms
• Strong desire to push your ideas into production, overcoming obstacles
• Have experiences with some of deep learning packages (Tensorflow, Keras, pytorch, caffe, theano).
• Background in machine learning with domain knowledge and experience in the following areas: data-driven statistical modeling, graphical models, feature extraction and analysis, supervised learning, in particular discriminative methods.
• An understanding of machine learning, algorithms and computational complexity.
• Programming skills sufficient to extract, transform, and clean large (multi-TB)
data sets in a Unix/Linux environment.
• Apply machine learning, algorithms to resolve project challenge
Preferred Qualifications (Senior)
• In-depth expertise in deep learning, statistical machine learning, computer vision, and algorithms
• Theory and practice of Design of Experiments and statistical analysis of results
• Technical fluency; comfort understanding and discussing architectural
concepts and algorithms, schedule tradeoffs and new opportunities with technical team members
• Familiar with the techniques and limitations of observational studies.
• Familiar with theory and practice of information retrieval, relevance, machine learning, and data mining.
• Skilled at data visualization and presentation.
• Excellent critical thinking skills, combined with the ability to present your beliefs clearly and compellingly in both verbal and written form.
• Energy and willingness to formulate, test, and discard or revise many hypotheses to help Cinnamon improve product.
• Strong publication record is a plus.
• Excellent programming skills with Python, C/C++. CUDA or other GPU is a plus.
• Experience in reinforcement learning, time series (recurrent neural networks),
generative models, and computer graphics is a plus.
• Passionate to build great product.

How is our working environment?

We strongly believe that go-global ambition requires international-standard members. Cinnamon will create the best environment for all members to grow toward that goal.

  • Ownership in working: You are empowered to take ownership of your jobs, regardless to your role (team leader, developer or administrative assistant). Activeness in innovative thinking and communication are expected. Moreover, you will be given the chance to manage work progress yourself and given the power to require others to achieve their work in the highest quality (even director or manager level)
  • Ambition in goal setting: If we’re able to create products using AI technology as the core. We should think big and aim at global market. This is the only way to survive and grow sustainably. Each and every Cinnamon member has to have the belief and confidence in doing so. As management team, our goal is to push each member to do better. Because it is the only way to become No.1
  • Integrity in culture: Integrated communication is the must in developing AI product due to its complexity and strong collaboration among developers and researchers.

 

Cinnamon appreciates value of each member’s contribution!

We believe that we should value and recognise the role of each member. This is why Cinnamon people decide to join the fight with us.

  • Competitive salary package which suits to each person’s value
  • Each member is empowered and given the chance to develop necessary skills. The rocket growing speed of the company creates tremendous chances for everyone
  • 13th-month-salary bonus, annual medical checkup in private hospital, flexible working, etc. create high satisfaction at work
  • Monthly team building activities and annual all-hands meeting and company retreats (2015 in Malaysia, 2014 & 2016 in Bangkok)