Software Engineer (System Development for ML

ABOUT PERCEPTRA

Perceptra is the leading deep health tech startup in Thailand. Our aim is to develop the artificial intelligence platform for the healthcare industry. Currently, our first product Inspectra CXR is the best AI software for chest x-ray analysis in the SEA market, with 8 deep learning services deployed on the cloud supporting Radiologists’ workflow through website interface and API services connected directly to hospital’s IT systems. Today, our platform is actively used by 90+ hospitals nationwide.

ROLES AND RESPONSIBILITIES

- Analyze software requirements and design detailed development workflows and solutions.

- Implement, test, deploy, and maintain both front-end and back-end features, including API interfaces.

- Set up and manage CI/CD pipelines in GitLab, executing and analyzing pipeline results.

- Design and implement security measures for handling health information, ensuring compliance with regulations.

- Produce and maintain clear technical documentation for internal and external communication.

- Contribute to the engineering culture and actively participate in knowledge sharing.

- Support research initiatives and contribute to academic publications when opportunities arise

- Collaborate with System & ML team on implementing and evaluating new algorithms and approaches, and relevant System & ML research and development.

- Assist in data preprocessing, feature engineering, and data infrastructure, validation and quality assurance process

KNOWLEDGE AND SKILLS

- 3+ years of full-stack development experience with a solid portfolio (exceptional new graduates are encouraged to apply).

- Proficient in Python and/or JavaScript.

- Expertise in React.js and strong knowledge of JavaScript, HTML, and CSS.

- Experience with web frameworks like Django and building robust REST APIs.

- Strong understanding of RESTful APIs, AWS, web servers, and application security best practices.

- Familiarity with testing frameworks (unit tests, integration tests).

- Bachelor degree in computer science, computer engineering or related fields.

- Experience shipping and maintaining applications in production.

- Experience with ML frameworks such as PyTorch or TensorFlow

- Understanding of basic ML concepts and model deployment practices

- Experience with data processing and analysis libraries (NumPy, Pandas)

- Knowledge of ML deployment and monitoring best practices

- Experience with academic or industry research projects is a plus

- Experience with database systems (MongoDB, SQL)

- Experience in implementing data validation and quality control processes

DESIRED CHARACTERISTICS

- Attention to details.

- Passion to create and deliver excellent tech solutions. Customer-focused mindsets.

- Strong analytical and problem solving skills.

- Strong spoken and written communication skills.

- Mind for efficiency and process improvements. Keep the lookout for efficient means to shorten execution time.

- Strong organization skills, delivering work with proper documentations.

- Team player, positive and driven, fast learner.

- Interest in staying current with ML/AI technology trends

- Enthusiasm for research and innovation in healthcare technology

- Ability to translate research concepts into practical implementations

BENEFITS AND PERKS

- Monthly salary based on experiences + performance-based bonus

- Welfare : life & health insurance package.

- Perks : Lap for every engineer, annual company retreat.

- Office close to BTS Thonburi.

- Work from home 1-3 days per week.

APPLY NOW 

or Please send your resume to Email : Nittakarn@perceptra.tech