We are looking for a Data Scientist who is having good experience with ML, Data analysis and someone who can create and modify existing data models to work with one of fortune 500 clients in Singapore.
Responsibilities
- Study and transform data science prototypes
- Design machine learning systems
- Analyzing the errors of the model and designing strategies to overcome them
- Deploying models to production
- Research and implement appropriate ML algorithms and tools
- Develop machine learning applications according to requirements
- Select appropriate datasets and data representation methods
- Run machine learning tests and experiments
- Perform statistical analysis and fine-tuning using test results
- Train and retrain systems when necessary
- Extend existing ML libraries and frameworks
- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
Skills:
- Strong hands-on experience in Python, R, or Octave
- Good knowledge in mathematic modelling, statistics, probabilities.
- Understanding on Machine Learning technics, Neural Network, Linear regression, sentiment analysis, Clustering, anomaly detection, NLP, chatbot, Topic Modelling, Entity Recognition.
- Experience in UI presentation, QlikSense, Power BI, R Shiny, orD3.js
- Strong knowledge in SQL (Oracle, MySQL, MariaDB), CI/ CD and devops
- Familiar with Linux operation system
