Data Analytics Engineer

2 months ago

Shanghai, China Corning Full time

Requisition Number: 64749

 

Corning is vital to progress – in the industries we help shape and in the world we share.

We invent life-changing technologies using materials science. Our scientific and manufacturing expertise, boundless curiosity, and commitment to purposeful invention place us at the center of the way the world interacts, works, learns, and lives.

Our sustained investment in research, development, and invention means we’re always ready to solve the toughest challenges alongside our customers. 



Corning's Manufacturing, Technology and Engineering division (MTE) is recognized as the leader in engineering excellence & innovative manufacturing technologies by providing diverse skills to Corning’s existing & emerging businesses.

We anticipate & provide timely, valued, leading edge manufacturing technologies and engineering expertise.  We partner with Corning’s businesses and the Science & Technology division. Together we create and sustain Corning’s manufacturing as a differential advantage.

Day to Day Responsibilities:

  • Attend and manage business solution projects.
  • Design and develop data analytics training curriculums to popularize basic data analysis capabilities.
  • Define, design and implement appropriate solutions and options (ie. statistics methods or machine learning techniques) to perform exploratory and targeted data analysis. Apply the findings to quality, process, measurement and control solutions.
  • Act as an expert in data analytics field to close communicate with team members to make sure the solution is properly integrated with other business solution if necessary.
  • Evaluate and demonstrate quantifiable impact on the raw materials, finished product, manufacturing process and manufacturing supporting systems using data analytics and data visualization tools (e.g. Tableau, Power BI … etc)
  • Write technical reports summarizing development, validation and application of the technical analysis.
  • Share and contribute Corning’s data analytics community of practice in developing the capabilities and promoting areas of applications.
  • Lead the delivery of basic and advanced data analysis course in the organization and provide technical consultancy to wide spectrum of user groups within the company.
  • Be responsible to understand problems from the customer's point of view and translate into data analytics solution and work plans. Communicate technical analysis and results to internal customers.
  • Coach junior engineers in advancing data analytics capability as part of building the critical mass for the team.
  • Establish and maintain external linkage with academic and industry partners to stay abreast in data driven technology for value-added deployment across Corning businesses.


Education & Experience 

  • Minimum MS Degree (PhD preferred) in applied mathematics, statistics, computer science or a comparable field of study with specialization in data analytics, machine learning, NLP/ LLM.
  • 1~5 years of work experience in similar field, statistical analysis, analytical algorithms development or modeling experience.
  • Experienced in manufacturing quality control, process and lab measurement.


Required Skills                                                

  • Be well acquainted in dealing with mathematical & statistical algorithms (e.g. regression, Bayesian models and numerical optimization etc.) and machine learning techniques (e.g. clustering, classification and neural networks etc.)
  • Familiar with manufacturing statistical application (DOE, MSA, SPC, DMAIC, etc)
  • Working knowledge of programming in Python.
  • Data Analysis knowledge using any mix of software including, but not limited to:JMP, MATLAB, R, Minitab, SAS.
  • Ability to analyze, optimize and debug scientific code.
  • Experience in work with complex databases (such as SQL server, PI, AWS, etc).
  • Experience in building and maintaining BI dashboards (such as PowerBI, tableau, etc)
  • Skilled with common workplace and database software (such as Pycharm, Jupyter notebook, Databricks, PI, etc)
  • Ability to bridge gaps between “domain” language (engineering, science) and “computing solution” language.
  • Ability to design prompting in LLM (ChatGPT, Llama, etc)
  • Ability to communicate with and understand the complex requirements of scientists, engineers and professional staff in the development and deployment solutions.
  • Experience compiling and running code on high-performance computers.


Desired Skills  

  • Performance in manufacturing KPI/ ROI tracking and monitoring
  • Strong mathematical and programming skills and capability for independently preparing data (ETL functions of cleaning, consolidating, transforming data) for machine learning purposes. Experience of using Big Data systems and data engineering knowledge including NoSQL, Hive/Spark/ MapReduce/Athena, etc.
  • Knowledge of machine learning libraries (such as Tensor Flow, Keras, CNTK, Theano, SciKit-learn, Torch).
  • Proficiency in Statistical Methods including DOE, Hypothesis Testing, Inferential Statistics, ANOVA, Multivariate Analysis, time series analysis
  • Knowledge and understanding in Smart Manufacturing/ Manufacturing 4.0.
  • Working knowledge with Big Data technologies (such as Hadoop, Spark, etc) and Cloud solutions
  • Experience in web development with JavaScript, Flask, Dash, Shiny, etc
  • Experinece in programing with C#, C++, Java, etc
  • Experience with NLP, image processing and computer vision.
  • Physics based modeling skills in automatic control, optical and material science.


Soft Skills                                                

  • Ability to support multiple projects concurrently.
  • Maintain technical curiosity and willingness to learn with strong problem solving and analytical skills
  • Self-motivated with an ability to manage one’s own work independently.
  • Must be collaborative and able to openly engage multinational interdisciplinary team to achieve project goals.
  • Strong communication and presentation skills. Ability to communicate effectively by phone and video with team members in international locations.
  • Strong interpersonal and communication skills and ability to work as a team player or independently are required.
  • Clear dedication to excellence and advancing beyond the current state
  • Project leadership skills to scope, layout our work plan, resource, control and close-out.

 

We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. To request an accommodation, please contact us at accommodations@corning.com.

  • Data Analytics Engineer

    2 weeks ago

    Shanghai, Shanghai, China Corning Full time

    Job Title: Data Analytics EngineerCorning is a leading technology company that is shaping the industries we serve and the world we share. We are seeking a highly skilled Data Analytics Engineer to join our team.The successful candidate will be responsible for designing and developing data analytics training curriculums to popularize basic data analysis...

  • Data Analytics Engineer

    4 weeks ago

    Shanghai, Shanghai, China Corning Full time

    Job Title: Data Analytics EngineerCorning is a leading technology company that is shaping the future of industries and the world we live in. We are seeking a highly skilled Data Analytics Engineer to join our team and contribute to our mission of innovation and progress.The successful candidate will be responsible for designing and developing data analytics...

  • Data Analytics Engineer

    3 weeks ago

    Shanghai, Shanghai, China Corning Full time

    Job Title: Data Analytics EngineerCorning is a leading technology company that is shaping the future of industries and the world. We are seeking a highly skilled Data Analytics Engineer to join our team.The successful candidate will be responsible for designing and developing data analytics solutions to drive business growth and improve operational...

  • Data Analytics Engineer

    4 weeks ago

    Shanghai, Shanghai, China Corning Full time

    Job Title: Data Analytics EngineerCorning is a leading technology company that is shaping the future of industries and the world we live in. We are seeking a highly skilled Data Analytics Engineer to join our team and contribute to our mission of innovation and progress.The successful candidate will be responsible for designing and developing data analytics...

  • Data Analytics Engineer

    2 months ago

    Shanghai, China Corning Full time

    : Attend and manage business solution projects. Design and develop data analytics training curriculums to popularize basic data analysis capabilities. Define, design and implement appropriate solutions and options (ie. statistics methods or machine learning techniques) to perform exploratory and targeted data analysis. Apply the findings to quality, process,...

  • Data Analytics Engineer

    2 months ago

    Shanghai, China Corning Full time

    Requisition Number: 64749   Corning is vital to progress – in the industries we help shape and in the world we share. We invent life-changing technologies using materials science. Our scientific and manufacturing expertise, boundless curiosity, and commitment to purposeful invention place us at the center of the way the world interacts,...

  • Data Analytics Engineer

    2 months ago

    Shanghai, Shanghai, China Corning Full time

    Job SummaryWe are seeking a highly skilled Data Analytics Engineer to join our team at Corning. As a key member of our organization, you will be responsible for designing and developing data analytics solutions to drive business growth and improvement.Key ResponsibilitiesProject Management: Manage and coordinate business solution projects to ensure timely...

  • Data Analytics Specialist

    4 weeks ago

    Shanghai, Shanghai, China Corning Full time

    Job Title: Data Analytics EngineerCorning is seeking a highly skilled Data Analytics Engineer to join our team. As a Data Analytics Engineer, you will be responsible for designing and developing data analytics solutions to drive business growth and improvement.Key Responsibilities:Develop and implement data analytics solutions to support business...

  • Data Analytics Engineer

    1 day ago

    Shanghai, Shanghai, China Corning Full time

    Job Title: Data Analytics Engineer - Statistical ModelingJob Summary: We are seeking a highly skilled Data Analytics Engineer to join our team at Corning. As a Data Analytics Engineer, you will be responsible for designing and developing data analytics solutions to drive business growth and improve manufacturing processes.Key Responsibilities:Analyze complex...

  • Data Analytics Expert

    1 day ago

    Shanghai, Shanghai, China Corning Full time

    Job TitleData Analytics EngineerCorning is vital to progress – in the industries we help shape and in the world we share.We invent life-changing technologies using materials science. Our scientific and manufacturing expertise, boundless curiosity, and commitment to purposeful invention place us at the center of the way the world interacts, works, learns,...

  • Senior Data Analytics Engineer

    1 month ago

    Shanghai, Shanghai, China Western Digital Full time

    {"title": "Data Analytics Engineer", "description": "Job SummaryWe are seeking a highly skilled Data Analytics Engineer to join our team at Western Digital. As a key member of our engineering team, you will be responsible for designing, developing, and maintaining automation and GenAI systems for our quality department.Key ResponsibilitiesDesign and develop...

  • Data Engineer

    1 day ago

    Shanghai, Shanghai, China Corning Full time

    At Corning, we're shaping the world through innovation and collaboration. As a Data Engineer, you'll play a critical role in our advanced analytics platforms, driving business growth and success through data-driven insights.ResponsibilitiesDesign and Implement Data Ingestion PipelinesDevelop and implement scalable data ingestion pipelines that leverage...

  • Data Engineer

    7 days ago

    Shanghai, Shanghai, China Corning Full time

    At Corning, we're shaping the future with life-changing technologies. We're innovating in the industries we help shape and in the world we share.We're on a mission to invent and solve the toughest challenges alongside our customers. Our research, development, and invention investments mean we're always ready to improve the competitive position of Corning's...

  • Senior Data Analytics Engineer

    4 weeks ago

    Shanghai, Shanghai, China Western Digital Full time

    Job Title: Principal Engineer, Data Analytics Engineering(GenAI)We are seeking a highly skilled Principal Engineer to join our Data Analytics Engineering team at Western Digital. As a key member of our team, you will be responsible for designing, developing, and maintaining automation and GenAI systems for our quality department.Key Responsibilities:Design...

  • Senior Data Analytics Engineer

    3 weeks ago

    Shanghai, Shanghai, China Western Digital Full time

    Job Title: Principal Engineer, Data Analytics Engineering(GenAI)We are seeking a highly skilled Principal Engineer to join our Data Analytics Engineering team at Western Digital. As a key member of our team, you will be responsible for designing, developing, and maintaining automation and GenAI systems for our quality department.Key Responsibilities:Design...

  • Data Engineer

    1 day ago

    Shanghai, Shanghai, China Corning Full time

    Job SummaryWe are seeking a highly skilled Data Engineer to join our team at Corning. As a Data Engineer, you will be responsible for designing and implementing patterns of practice for productized, portable, modular, instrumented, CI/CD automated and highly performant data ingestion pipelines that leverage structured streaming techniques, processing both...

  • Senior Data Analytics Engineer

    4 weeks ago

    Shanghai, Shanghai, China Western Digital Full time

    Job DescriptionWe are seeking a highly skilled Principal Engineer, Data Analytics Engineering to join our team at Western Digital. As a key member of our engineering team, you will be responsible for designing, developing, and maintaining automation and GenAI systems for our quality department.Key ResponsibilitiesDesign and develop high-performance, scalable...

  • Data Engineering Team Lead

    7 days ago

    Shanghai, Shanghai, China Corning Full time

    **Job Title:** Data Engineering Team Lead - Advanced Analytics**Location:** [Assumed Location: Corning, USA]**Job Description:** At Corning, we're shaping the world through our innovative technologies, and we need a talented Data Engineering Team Lead to drive our advanced analytics platforms forward. As a key member of our team, you'll be responsible for...

  • Cloud Data Analytics Specialist

    2 days ago

    Shanghai, Shanghai, China Amazon Information Service (Beijing) Co., Ltd. (Shanghai Branch) Full time

    About the RoleWe are seeking an experienced Cloud Data Analytics Specialist to join our team at Amazon Information Service (Beijing) Co., Ltd. (Shanghai Branch). As a Cloud Data Analytics Specialist, you will be responsible for helping our customers and partners leverage cloud computing to drive business insights and innovation.Key...

  • Data Analytics Associate Director

    1 day ago

    Shanghai, Shanghai, China NielsenIQ Full time

    Job Title: Data Analytics Associate DirectorJob Summary: We are seeking a highly skilled Data Analytics Associate Director to participate in the development of operational procedures and daily maintenance of data products. The ideal candidate will possess a strong background in statistics, mathematics, or computer science, with relevant working experiences...