Project Technical Specialist III

Project Description:

The project is a collaborative effort, funded by the Philippine government's DOST-PCHRD and US-NIH through a private NGO-CRDF. It will involve the simultaneous execution of activities for the first two research aims, followed by an evaluation of the third aim. The ultimate goal is to develop a highly sensitive and specific diagnostic test, integrated with a digital surveillance system that links patients and their data for improved treatment access.

• Scope of Work:

Develop the DeepMulti-PRS model architecture incorporating DeepLIFT and Transformers-based models and other variations for experiments.

• Select and preprocess training data, including clinical and epidemiological variables.

Integrate data from various sources to enrich the model with comprehensive health information.

• Compare model performance with benchmarks and validate model outputs.

Work closely with domain experts to interdisciplinary teams, including software developers, healthcare professionals, and user experience designers.

• Document methodologies, algorithms, and results to facilitate knowledge sharing and continuity.

Write technical reports, manuscripts, papers and presentations for project presentation and reporting.

• Requirements:

Bachelor of Science degree in Mathematics, Statistics, Physics, Computer Science, Computer Engineering, or related field

• Experience in developing and deploying machine learning models, deep learning algorithms, statistical analysis techniques, and data engineering solutions, preferably within a healthcare or wellness context.

Proficiency in programming languages such as Python or R and SQL

• Strong background in statistical analysis and experimental design

Familiarity with data visualization tools and techniques

• Excellent problem-solving and critical-thinking skills

Effective communication skills and the ability to work collaboratively in a team environment

• Preferred Skills:

Experience with digital twin technology

• Knowledge of healthcare data standards and privacy regulations

Familiarity with cloud computing platforms and big data technologies

• Previous work on projects related to personalized medicine or wellness

• Others:

Contract of service, 5-6 months

Job Type: Full-time

Pay: Php56,

• 00 per month
  
  Benefits:
• Work from home

Schedule:

• 8 hour shift

Monday to Friday

Education:

• Bachelor's (Preferred)

Expected Start Date: 09/16/2024