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
