AI Researcher (Algorithm|Python|Math)

Ha Noi , Lý Nam Đế
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Ho Chi Minh
36 days ago

Top 3 Reasons To Join Us

  • Secure your future by working in an AI company
  • We're in TOP100 startups in ECHELON ASIA SUMMIT
  • A part of go-global team with winning attitude

The Job

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

Your Skills and Experience

Junior Level (Up to $1200)

    • 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.
Senior Level (Up to $3000)
    • 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.

Why You'll Love Working Here

The chance to work on COOL world-class projects!

We’re not an academic research institute. We’re a global AI product company. Our focus is to create applicable AI products which can bring huge impact to users. In order to do so, our solutions is the combination of innovative AI core technology and solid business understanding. There are 3 main categories:

  • Scuro Bot: An assistant which utilizes Natural Language Processing. Scuro Bot is designed on different OTT messaging platforms to bring unique customer experience or to remove boring & low value-added administration tasks
  • Flax Scanner: An AI software application which extracts information from unstructured forms and creates formatted digital documents which are stored in structured database. Flax Scanner can work with both hand-writing and text data. This product is the result of the effective combination between AI experience and UX thinking to bring actual business return.
  • 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).

We’re building up our products by working closely with clients. The accumulated data and revenue will prepare us to file patents in the near future.

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)