We are multinational team to collaborate with Fortune 500 client !
As a data scientist, you will work together with other team members to build a dashboard for reliability data analysis, which is critical to provide feedback from past field behaviors in our installed base for future improvements.
You will start from understanding the data structure for reliability calculation, and then work closely with data inputs engineer and reliability engineer to collect data inputs. Then you will write python scripts to do data analysis and share data insights, and publish the information in dashboard. After that, you will need to update the scripts by adding new features based on requests from internal customers. With more data collection, you will use machine learning models (such as decision tree, XGBoost, Neural network) to make prediction.
• Provide general guidance of data platform selection, database setup (including data input format and data output format), and data sharing.
• Write python scripts to get raw data or join data from different sources together.
• Write python scripts to do data processing and data analysis.
• Build dashboard to share data analysis results .
• Perform data mining, data benchmarking from actual performance data, machine data, field KPIs, dashboard, SOs, and other sources.
• Provide insights from data mining analysis to higher management and other team members.
• Bachelor or master's degree in math, statistics, data science, computer science, or another related field.
• 1-3 years work experiences in data analyst or data scientist or other related roles.
• Python coding, proficient in Pandas and making interactive plots using Jupyter Notebook.
• Be able to make dashboard from raw data inputs.
• Fast learner, clear logic, can execute tasks with new software/applications/python libraries.
• Delivers fact-based and well-structured messages in a range of different formats.
• Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amount of information with attention to detail and accuracy.
• Reliability knowledge, such as Weibull distribution, Crow-AMSAA reliability growth model.
• Good presentation skill to management and also cross functional teams.
• Has strong ability to use a range of different IT techniques (Python, VBA, SQL, PowerBI, Spotfire, SAP).
• Able to deploy machine learning models for data insights.
• Task orientation, be digital problem solver for the organization.
• Actively gives and seeks constructive feedback.
Top Skills
What We Do
Zealogics LLC provides a broad range of IT consulting, systems implementation and application outsourcing services through an optimized global delivery model. Zealogics builds deep knowledge of traditional product engineering across mechanical, electronics and software platforms, to enable clients to navigate their digital transformation.
Zealogics values engineering techniques, automation frameworks, and reference models which are refined through engagements with Fortune 500 enterprises and OEMs. We combine customer-centric product strategies through a collaborative approach for execution. We help to harmonize processes, identify bottlenecks, and eliminate non-value tasks to deliver world-class products.
With impeccable focus on client needs we connect specialized resources for the right positions, both for full time and contractual placements. Our long-term relationships with employees and clients have been built in an environment of integrity and commitment, with a shared goal of mutual success. Zealogics hires experienced people to solve a wide array of IT and Engineering challenges that our clients face. Our guarantee - Zealogics provides the best value services in town.
