Tóm lược
Mô tả công việc
Tóm tắt công việc
We are looking to hire Researcher to join our team. The position will work closely to architect efficient APIs and data pipelines around our predictive algorithms. Having an understanding of key Machine Learning concepts as well as software background makes the Cinnamon a lynchpin of our AI-First software team.
This is an exciting opportunity for those who want to enjoy R&D and be challenged and grow in the field of AI-First software / product development. Along the way this role will contribute to game-changing products for the multi-trillion-dollar insurance industry.
Both senior candidates (i.e., with years of experience / leadership) and junior candidates are welcome to apply; we have and will offer positions appropriate to expertise and level of experience.
Responsibilities and Performance Objectives
- 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. Output is the Algorithm Specs Document
- 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
Why You'll Love Working Here
The chance to work on COOL world-class projects!
Cinnamon is the leading AI consultant and product developer to global corporations. We’re working closely to top players in the world to transform how business operates in the future.
By releasing Flax Scanner, Lapis Engine and Scuro Bot, we’re creating a new generation of business automation which will disrupt multiple industries in the near future. Business 4.0 will no longer be just imagination.
Cinnamon’s business is rapidly growing after releasing our products on February 2017. Cinnamon have met over 700 companies from top large corporations in Asian. We expect to close 1.5 to 2.5 million USD deals in the next one year with the current organic growth.
- Flax Scanner: An AI software application which extracts information from unstructured forms and creates formatted digital documents which are stored in structured database. This product can release thousands of document-related working hours
- Lapis Engine: A highly accurate recommendation engine which utilizes vectorization of user and product information. Lapis engine's algorithms are built upon strong business understanding to design most effective matching tool for specific markets (Recruitment, E-commerce and Real estate).
- Scuro Bot: An assistant which utilizes Natural Language Processing to support admin or customer service agents
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.
- Leadership: we know what we want. We work aggressively to achieve it. We actively identify problems, propose solutions and follow up to make sure things done
- Innovation: we challenge our own thinking to innovate much better product. Our innovation is built upon strong technical R&D and product-mindset
- Collaboration: we create the product from A - Z, since research solutions, building AI module to create system and deploy. The whole process requires close and active collaboration among all team members.
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)
Yêu cầu công việc
Your Skills and Experience
Junior Level (Up to $1500)
- 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 challenges.
- 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.
Ngôn ngữ
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English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Python
- C++
- Java
- Algorithm
- Data Mining
- Machine Learning
- Linux
- Domain
- C
- Matlab
- Unix
- Tensorflow
- Keras
- Deep Learning
- Caffe
- Theano
- CUDA
NĂNG LỰC
- Analytic Skills
- Presentation Skills
- Critical Thinking Skills
Thông tin doanh nghiệp
Cinnamon AI Labs is the leading AI application consulting company.
Cinnamon AI Labs is the pioneer company in consulting and designing innovative solutions using AI technology for business.
We aim to become a leading global company in this field by 2025. Such tremendous challenge proves Cinnamon's drastic and passion to transform business with AI solutions.