Activate Interactive Pte Ltd (“Activate”) is a leading technology consultancy headquartered in Singapore with a presence in Malaysia and Indonesia. Our clients are empowered with quality, cost-effective, and impactful end-to-end application development, like mobile and web applications, and cloud technology that remove technology roadblocks and increase their business efficiency.
We believe in positively impacting the lives of people around us and the environment we live in through the use of technology. Hence, we are committed to providing a conducive environment for all employees to realise their full potential, who in turn have the opportunity to continuously drive innovation.
We are searching for our next team members to join our growing team.
If you love the idea of being part of a growing company with exciting prospects in mobile and web technologies that create positive impact on people’s lives, then we would love to hear from you.
Co-Development Business Unit is looking for Data Engineer
Internal Code: A2412
This is a healthcare application:
- Mobile application (iOS and Android)
- Dashboard (React)
What will you do?
- Support the development and business teams in unit testing and archiving data, engineered features, and algorithmic inputs/outputs throughout the data pipeline and to support analytics.
- Proven experience as a data engineer/ data analyst in mobile app development projects and administrative dashboards.
1. Create unit tests throughout the data and algorithms domain:
- Work with engineering and business teams to implement wide-coverage unit tests of data and engineered features at different stages throughout the data collection and processing pipeline
- Create unit tests of inputs to and outputs from the algorithms that drive the clinical service
- The unit tests include validation of the inputs and outputs of black-box machine learning algorithms
- Establish a regular process to execute the tests and document their outcomes as a part of our product development and release lifecycle
2. Implement and refine mechanisms to continuously archive the state of algorithmic inputs and outputs:
- Implement a process of taking snapshots of data/features input into algorithms necessary to recreate their outputs/predictions at any point in the past during the service
- Communicate requirements to the software development team
3. Assist in the successful delivery of regular service analytics and reports:
- Support the business and analytics teams in their daily and weekly delivery of reports on data completion, user engagement, and algorithm actions by addressing any data quality and validation requirements.
What are we looking for?
- Bachelor's Degree in computer science, engineering, business analytics, technology, or a related field.
- Minimum of 2 years of experience in data engineering, data analytics, or data product management roles within the tech industry. Experience in healthcare is a plus.
- Ability to implement tests in Python.
- Experience in machine learning algorithms
- Good understanding of the validation requirements of an algorithmic product. Knowledge of healthcare regulation and auditing requirements is a plus.
What do we offer in return?
- Fun working environment
- Employee Wellness Program
Does it sound like something you are interested in exploring further? Please be in touch with our team for an initial chat at [email protected]
Activate Interactive Singapore is an equal opportunity employer. Employment decisions will be based on merit, qualifications and abilities. Activate Interactive Pte Ltd does not discriminate in employment opportunities or practices on the basis of race, colour, religion, sex, sexuality, national origin, age, disability, marital status or any other characteristics protected by law.
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Your personal data will be processed for the purposes of managing Activate Interactive Pte Ltd’s recruitment related activities, which include setting up and conducting interviews and tests for applicants, evaluating and assessing the results, and as is otherwise needed in the recruitment and hiring processes.
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