Cyber Datascience / Analytics Engineer

Location: Singapore
Job Type: Permanent
Posted: 12 days ago
Contact: Jerry Qiu
Discipline:
Reference: 21773_1602237093


Cyber Datascience/Analytics Engineer [Python, Keras and Tensorflow]

  • A global insurer and role is responsible for more than 10 countries in APAC
  • Responsible for developing and implementing in-house-driven data analytics and security automation
  • The scopes of the automation opportunities cover all aspects of information security such as, but not limited to: data security, vulnerabilities management, network security, threats analysis and software development.
  • Headcount is approved and it will be an immediate hire



RESPONSIBILITIES

  • Research, Design and implement appropriate ML algorithms and tools / applications to meet the designated security control objectives
  • Apply state-of-the-art AI algorithms, explore new solutions, and build working prototypes.
  • Develop processes and tools to monitor and analyze model performance and data accuracy
  • Build reusable code and libraries for future use
  • Conduct data discovery and exploratory analytics on appropriate data-sets and data representation methods to ascertain the designated security control objectives.
  • Run machine learning tests and experiments
  • Train and retrain machine learning model / systems when necessary
  • Rapid prototyping of ideas to test out proof-of-concepts.
  • Develop data mining algorithms, perform data wrangling and exploration
  • Deliver advanced analytics solutions: web crawling, natural language processing, text analytics, visualization, and dashboard creation. Apply CNN, RNN, Time Series Analysis, Keras, Tensorflow to provide predictive analytics solutions and extract actionable insights



REQUIREMENTS

  • Candidate must possess at least a Bachelor's or Master's degree in AI, computer science, or related disciplines At least 5 Year(s) of working experience in the related field is required for this position.
  • Has experience working as a Machine Learning Engineer or similar role
  • Understanding of data structures, data modeling and software architecture
  • Deep knowledge of math, probability, statistics, neural networks and algorithms
  • Hands-on experience with Python, NumPy, pandas, scikit-learn, TensorFlow/PyTorch.
  • Excellent communication skills
  • Ability to work in a team
  • Outstanding analytical and problem-solving skills
  • Hands-on experience with developing large-scale supervised and unsupervised machine learning models
  • Hands-on working experience in data mining, data wrangling, and experience with handling JSON, CSV files
  • Hands-on working experience with Docker, Kubernetes, CI/CD would be a plus



Interested parties please click "Apply Now" or contact Jerry Qiu (EA Reg. No. R1219180) on +65 6429 1246 for more information. Email: Jerry.qiu@peoplebank.asia

Chandler Macleod is a brand of Peoplebank Singapore Pte Ltd EA Licence: 08C5248

Interested parties please click "Apply Now" or contact Jerry Qiu (EA Reg. No. R1219180) on +65 6429 1246 for more information.

Chandler Macleod is a brand of Peoplebank Singapore Pte Ltd EA Licence: 08C5248