Senior Software Engineer

**Senior Software Engineer / Chief Technology Officer**

**Salary: SGD8,000 - SGD12,000**

**Roles & Responsibilities**
- You will develop, train, implement models that significantly impact the field of data science and data analytics in Artificial Intelligence, Machine Learning, Deep Learning, Natural Language Processing etc.
- Work on improvement of models and algorithms to further optimize business outcomes, especially in the areas of Artificial Intelligence, Machine Learning, Deep Learning, Natural Language Processing etc.
- Working knowledge of ETL and data pipelines: tracking, collecting, mapping, and storing data from multiple sources via cloud-based architecture
- Formulate hypotheses, and design and develop corresponding necessary measures, systems, simulations, and experiments in order to validate the hypotheses.
- Creating web user interface integrated with API to allow users to view personalised reports
- Integrate visual reports based on user data
- Create or integrate existing systems to automate our cloud-based processes such as SaaS, project management, ecommerce and CRM systems

**Requirements**:

- BS/MS/PhD in Computer Science, Computer Engineering, Data Science, IT, Statistics, AI, Machine Learning, Deep Learning, Analytics, etc.
- At least 5 years of relevant experience beyond the first degree.
- Must have strong skills, knowledge and experience in Data Science, Artificial Intelligence, Natural Language Processing, Computer Vision, audio/voice processing, Machine Learning, Deep Learning, etc.
- Strong domain knowledge in natural language and feature extraction and feature engineering in the aforementioned domains.
- Strong in data processing and visualising
- Must have successfully completed large-scale industrial projects in the above areas.
- Sentiment analysis, text analysis, chat bots etc.
- Proficiency in SQL, and experience with NoSQL databases is preferred
- Strong understanding of machine learning algorithms such as k-NN, Naive Bayes, SVM, Decision tree, and different kinds of Machine Learning objectives such as supervised learning (classification, regression, etc.), unsupervised learning, semi-supervised learning and reinforcement learning, and Deep Learning.
- Good applied statistical knowledge with emphasis in AI-related and finance/business-related statistical distributions, statistical testing, modeling, regression analysis, etc.
- Strong understanding of linear algebra, optimization, objective functions, etc.
- Have completed successful large-scale projects using Python and its corresponding Data Science, Machine Learning and Deep Learning ecosystem of libraries or frameworks including Scikit-Learn, Pandas, TensorFlow, PyTorch, etc.
- High performance programming languages such as C and C++, and combining Python and C/C++ (embedding Python in C/C++, and programming libraries in C/C++ and calling from Python).
- High proficiency with Javascript, HTML and CSS
- High proficiency in using python and/or R to conduct analysis and machine learning predictions
- Experience with code versioning, code review and documentation.
- Experience using cloud platform products and services.
- Good working knowledge of productivity tools such as G Suite, Git, Jira, Confluence.

**This job is ideal if you have**:

- Strong software engineering and development skills, knowledge, experience and background.
- Experience using Google Cloud Platform products and services (such as BigQuery and App Engine, AI Platform, Cloud Big Table, Cloud Firestore, Cloud Run and Kubernetes Engine) and Google Data Studio.
- Programming to create SDKs, APIs, microservices, etc.
- Attentive to detail and accuracy
- Logical thinking and strong problem-solving skills

**_Ivan Tan Wai Hong_**

EA License No: 21C0641/EA Reg No: R2199004

Singapore Business Guide Pte Ltd

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**Salary**: $8,000.00 - $12,000.00 per month

**Benefits**:

- Health insurance

Schedule:

- Day shift
- Monday to Friday