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*此職位的主要義務(wù)和職責(zé) Listing of the key duties and responsibilities performed by the job
1. Algorithm Development:
a. Design algorithms and develop strategies to improve performance and address issues of algorithms
b. Provide technical support for algorithm optimizations
2. System Development & Integration:
a. Develop web/software-based system to generate, simulate, or optimize manufacturing processes.
b. Integrate algorithm solutions with existing manufacturing systems and platforms to ensure seamless operation.
c. Collaborate with hardware engineers to ensure compatibility and robustness of computer vision setups.
3. Data Analysis and Model Training:
a. Develop the ETL process for manufacturing data
b. Analyze visual and operational data to identify trends, patterns, and areas for improvement in manufacturing processes.
c. Train and optimize machine learning models using extensive datasets to enhance accuracy and performance.
4. Documentation and Reporting:
a. Create detailed technical documentation for developed algorithms systems, including specifications, user guides, and training materials.
b. Present findings, recommendations, and performance metrics to management and relevant stakeholders clearly and compellingly.
5. Continuous Improvement:
a. Stay abreast of advancements in advanced algorithms and data processing
b. Propose innovative solutions and process enhancements to maximize efficiency and product quality.
教育背景Education
1. Master’s degree in computer science, data science, mathematics, software engineering or a related field.
知識Knowledge
*職位要求的信息或知識范圍 Statement of the Informational or conceptual framework required by the Job
1. Proficient in programming languages such as Python, C++, C# or Java especially its data processing functions. Proficient in ETL process of data
2. Mastery of statistical knowledge and proficient in common data algorithms such as Regression Analysis, Decision Trees, SVM, KNN and Clustering.
3. Experience with front-end and back-end web development and app development is a plus
相關(guān)工作經(jīng)驗Experiences
Experienced candidates, Semiconductor Engineering working experience is a plus.
Experience in RPA and system integration or a related field.
其他勝任力Competencies &Soft Skill
1. Good English skill, both written and oral
2. Good teamwork spirit
3. Strong self-learning motivation, good communication skills.