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Experience:

2 years required

Skills:

Research, Python, SQL

Job type:

Full-time

• Develop machine learning models such as credit model, income estimation model and fraud model.
• Research on cutting-edge technology to enhance existing model performance.
• Explore and conduct feature engineering on existing data set (telco data, retail store data, loan approval data).
• Develop sentimental analysis model in order to support collection strategy.
• Bachelor Degree in Computer Science, Operations Research, Engineering, or related quantitative discipline.
• 2-5 years of experiences in programming languages such as Python, SQL or Scala.
• 5+ years of hands-on experience in building & implementing AI/ML solutions for senior role.
• Experience with python libraries - Numpy, scikit-learn, OpenCV, Tensorflow, Pytorch, Flask, Django.
• Experience with source version control (Git, Bitbucket).
• Proven knowledge on Rest API, Docker, Google Big Query, VScode.
• Strong analytical skills and data-driven thinking.
• Strong understanding of quantitative analysis methods in relation to financial institutions.
• Ability to clearly communicate modeling results to a wide range of audiences.
• Nice to have.
• Experience in image processing or natural language processing (NLP).
• Solid understanding in collection model.
• Familiar with MLOps concepts.

Experience:

3 years required

Skills:

Product Development, CAD, Assembly, English

Job type:

Full-time

• Lead in studying, proposing different project feasibility concept solutions, in terms of costs, technicalfeasibility, lead time, simplicity, and standardization by involving all relevant stakeholders.
• Coordinate with internal resources to ensure flawless execution of projects.
• Participate and coordinate with production in all company's activities in order to improve machinesquality, Productivity and meet the customer satisfaction.
• Follow the product and make requested changes and corrections throughout the product life cycle.
• Perform risk evaluation to minimize project risks.
• Develop and evaluate experimental plans for validation of prototypes or machine improvements inrelation with other departments (Quality, Product Certification, Production).
• Assist the engineering staff for producing/updating all necessary 3D models, 2D drawing, calculationnote, operation manuals and Bill of Material in accordance with applicable standards and procedures.
• Summarize results and conclusions in design reports, machine manuals (maintenance and operation).
• Support technical sourcing wherever applicable.
• Qualification Requirement: Bachelor's or Master s degree in Mechatronics Engineering.
• Min. 0-3 years of technical experience or product development in machine design or manufacturing.
• Good communication in English.
• Strong experience in CAD software and SolidWorks program is essential.
• Be able to create 3D models and 2D part drawing as well as assembly drawing using interlink function of Solid works.
• Knowledge of ERP system is a plus.
• Good knowledge of mechanical drawing, dimensioning and tolerancing.
• Knowledge of common manufacturing process such as milling, turning, grinding, EDM, wire cut etc.
• Good knowledge of various international standard relating to machine design.
• Knowledge of material selection.
• Self-initiative, enthusiasm.