Data Scientist
Job Requirements
Skills
Scikit-learn
PostgreSQL
Teamwork
SQL
Communication Skills
Natural Language Processing (NLP)
Machine Learning
Artificial Intelligence
Job benefits
Professional Development
Reimburses qualified educational expenses for you who take classes through accredited institutions
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Job description for Data Scientist at Pt. Quantus Telematika Indonesia
Degree in Computer Science, Information System, Software Engineering, Mathematics, or Related Field
Basic Requirements
- Programming Skills : Python including object-oriented programming, syntax, functions, flow control statements, libraries, and documentation.
- Data visualization, The ability to present data analysis and processing results to non-technical members of the organization.
- Analytical and problem-solving skills. The ability to analyze data, identify trends, and develop solutions.
- Good Communication Skills
Requirements for Computer Vision Engineer
- Familiarity and Experience with computer vision libraries, like OpenCV or Dlib, for developing and implementing vision-based models
- Knowledge of machine learning and deep learning frameworks, including TensorFlow or PyTorch
- Knowledge of neural networks – especially convolutional neural networks (CNNs)
- Understanding of image processing techniques – including filtering, edge detection, and image segmentation– for manipulating images
- Mathematical skills in linear algebra, calculus, probability, geometry, and statistics for algorithm development and data analysis
- Able to develop near real time and real time image and object detection for analysis.
- Image analysis, The ability to develop image analysis algorithms and design platforms for image processing and visualization.
Requirements for NLP Engineer
- Design, implement, and optimize NLP models for various applications, including but not limited to text classification, sentiment analysis, entity recognition, and language generation.
- Develop effective strategies for cleaning, preprocessing, and augmenting text data to enhance model performance.
- Stay abreast of the latest advancements in NLP and contribute to the development of custom algorithms tailored to specific project requirements.
- Train and fine-tune NLP models using appropriate frameworks (e.g., TensorFlow, PyTorch) and evaluate their performance using relevant metrics.
- Work closely with cross-functional teams to integrate NLP solutions into existing systems and applications.
- Stay informed about the latest research in NLP, contribute to internal knowledge sharing, and explore innovative approaches to solve language-related challenges.
- Maintain thorough documentation for models, algorithms, and processes, ensuring that knowledge is shared and accessible within the team.
- Developing AI based Chatbot
You may choose to apply as Computer Vision Engineer or NLP Engineer.
Quantus Telematika Indonesia Is an IT software startup, with innovation as the company driver, the main ingredient of QTI IT system solution. We take our organization as a slim, engineering-oriented structure. Eliminate as much as communication barrier to provide effective control and collaboration.
Some of our engineers have been in the industry for over 15 years; QTI engineers experienced the bolts and nuts of complicated IT systems, over-hyped IT jargons, unrealistic targets and ups and downs of IT business. These experiences made us values street-smart engineering, and avoid shortcuts.
Jl. Badak Singa No.2 Jl. Badak Singa No.2, Lb. Siliwangi, Kecamatan Coblong, Kota Bandung, Jawa Barat 40132
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