Data Analyst

Actelligent; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

Actelligent in Singapore is seeking a versatile data science/software engineer to design and implement ML solutions, interpret analyses, and develop frontend components. You will prototype ideas, test hypotheses, and collaborate with the core development team to integrate AI features with the core system, while upholding high standards of code quality and documentation.

Experience with Python-based ML stacks and ReactJS is valued, along with strong problem-solving and teamwork in a fast-paced

Qualifications

• Degree in Computer Science/Engineering/Statistics/Mathematics.
• Strong programming background with Python/R.
• Experience with ML frameworks and data-driven processing.
• Prototyping and critical analysis skills.

Responsibilities

• Interpreting financial analyses and preparing valuation analyses
• Conducting research initiatives to support internal or external deliverables
• Analyzing data and testing hypotheses regarding investment opportunities
• Prepare and present documents for new proposed solutions, developed solutions and insights / findings from large amount of textual data
• Tune and troubleshoot AI solutions in order to keep models up-to-date
• Cooperate with core development team to integrate the solutionswith the core system
• Development of frontend web applications
• Produce good documentation and participate in code reviews
• Design and implement tests, application security,authentication, data persistence, error handling, logging

Skills

Python

R

TensorFlow

Keras

PyTorch

Caffe

ReactJS

Redux

Software development

Debugging

Deployment

Data analysis

Education

Bachelor's degree in Computer Science / Engineering / Statistics / Mathematics

Tools

ReactJS

Redux

Git

Jira

Job description

Job Duties and Responsibilities

• Interpreting financial analyses and preparing valuation analyses
• Conducting research initiatives to support internal or externaldeliverables
• Analyzing data and testing hypotheses regarding investmentopportunities
• Prepare and present documents for new proposed solutions,developed solutions and insights / findings from large amount of textual data
• Tune and troubleshoot AI solutions in order to keep modelsup-to-date
• Cooperate with core development team to integrate the solutionswith the core system
• Development of frontend web applications
• Produce good documentation and participate in code reviews
• Design and implement tests, application security,authentication, data persistence, error handling, logging

Requirements

• Strong programming background and familiarity with tools such asPython, R, Tensorflow, Keras, PyTorch, Caffe etc.
• Strong knowledge of ReactJS, Redux and software development skills (development, debugging, testing, deployment, etc.)
• Degree in Computer Science/Engineering/Statistics/Mathematics
• In-depth knowledge of machine learning algorithms and ability to apply them in data driven processing techniques
• Ability to quickly prototype ideas / solutions and perform critical analysis and using creative approaches for solving complex problems
• Strong interpersonal skills and a team player, with the ability to work collaboratively with all levels of staff and to thrive in a team-oriented environment
• A commitment to the highest ethical standards and to act with professionalism and integrity