project Technical specialist i (nlp engineer)Advanced Science and Technology Institute (ASTI) - Government

POSITION TITLE : Project Technical Specialist I
SALARY GRADE
:
16
NO. OF POSITIONS AVAILABLE: 1
DIVISION: Computer Software Division
JOB QUALIFICATIONS
Education
:
Bachelor's/College Degree in Engineering, Computer Science, Statistics, IT, Physics, Applied Mathematics or any related course (Master's Degree or PhD is not required but is an advantage)
Experience
:
At least 1 year experience in building AI models
Training
:
At least 4 hours relevant training
Eligibility
:
None required
Other Requirements
:
Skilled in programming/scripting using Python programming language
Skilled in data exploration, analysis, and visualization using Python libraries such as Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, and other related software libraries
Should possess outstanding programming skills in text mining, web scraping, data wrangling, and statistical analysis
Should be familiar with statistical language models (n-grams) and neural network-based language models (LSTM and Transformers)
Skilled in data cleaning and data preparation methods
Knowledgeable in different machine learning techniques (classification, clustering, regression, neural networks, etc.), their advantages and disadvantages, and their implementation in Python libraries such as Scikit-learn, Tensorflow, and Keras
Knowledgeable in deep learning techniques and algorithms for computer vision problems. Experience in applications of deep learning to geospatial and remotely sensed data is a big plus.
​Must have technical leadership experience
Has good communication skills
Must be able to work well with a team, adaptable to circumstances, fast learner, and self-motivated
Can work with minimal supervision
Must be willing to work in Quezon City
Duties and Responsibilities:
Under general supervision and direction, HE/SHE shall perform the following:
Design neural network architectures and programs and train deep learning algorithms;
Develop Neural Machine Translation models from large corpora;
Report to the technical leads of the project;
Communicate with the stakeholders about the data engineering required for the training of the AI models;
Coordinate with the data engineering team for efficient data processing and AI model development;
Coordinate with the software engineering team for model deployment, model performance monitoring, and visualization;
Collaborate with program team members to identify gaps and structure problems as well as to propose solutions and strategies to business challenges;
Coordinate with the System Engineering Team for the implementation of the defined machine learning operations system;
Identify, implement, and evaluate existing processes and software frameworks monitoring and analyzing model performance through time;
Conduct informative talks regarding the developed and established processes and software tools for machine learning model development and model performance monitoring;
Write technical documentation about scientific findings during the course of the project implementation;
Report to work on time.
How to apply?
1. Accomplish the Application Form through this link:
2. Submit the following application requirements to ******@asti.dost.gov.ph cc: **@asti.dost.gov.ph addressed to:
Letter of Intent addressed to Ms. Joana G. Syjuco, Chief Science Research Specialist, Computer Software Division, DOST Advanced Science and Technology Institute;
Updated Curriculum Vitae and Personal Data Sheet (please use CSC Form 212 Revised 2017 and its attachment for work experience);
Scholastic records (please provide a copy of your Diploma and Transcript of Records);
Training certificate/s (if applicable);
Employment certificate/s (if applicable).
Only those who have successfully accomplished the Application form and submitted the complete documents shall be processed.