Eaton Corporation Data Scientist- Supply Chain in Pimpri Pune, India
Working experience of advanced statistical techniques and concepts like regression, properties of distributions, statistical tests and proper usage, etc.
Hands-on extensive experience with R, Python for developing business algorithm
Working knowledge of different sources of database and build logical metadata relations
Experience in data exploration, Processing, cleansing, and verifying the integrity of data used for analysis
Mine and analyze data from company databases to drive optimization and improvement of business strategies
Generate decisions with probabilistic logic using Unsupervised Learning: Clustering, factor analysis, association rule mining; Supervised Learning: Classification, Neural Nets, Support Vector Machines, Regression etc
Use predictive modeling to increase and optimize customer experiences, revenue generation, identifying cost optimization projects in SCM arena
Develop custom data models and algorithms to apply to available data sets, test it and then deploy on big data also help for artificial intelligence
Develop insights from business data which is relevant for building business analytic systems
Must have the ability to work on the numbers, trends and recommend solutions based on the findings.
Interface with customers to ensure that customers receive outstanding service which includes acknowledging and bringing to satisfactory closure of business analytics projects
Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
Development of ad-hoc and routine MIS and analysis supporting operational and project needs
Experience with common data science toolkits, such as Data Analysis toolkit in MS Excel, R, Python etc.
Experience with data visualization tools such as PowerBI, Qlick view, R open libraries etc.
Continually research new technology and tools to improve business analytics
Follow through the timelines committed and can work on tight deadlines
Report out results in a language that can be comprehended by the organization at large and drive decisions for the organization
Collaborate with global experts, external partners and extended teams to enable technology development
Able to handle multiple projects within and outside function
Able to identify optimization and automation scope
Work with leadership to prioritize business and information needs
Ability to collaborate effectively and work as part of a team
Masters with 9-10 years’ experience with an experience of about 4-5 years in the area of Data Science, preferably in the Manufacturing Industry or a PhD with 5-6 years’ experience in the Industry
Programming experience (VBA, C, R, Python) and the passion to develop new algorithms.
Knowledge of machine learning techniques both Supervised and Unsupervised with specific emphasis on Clustering, Association rule mining, classification, regression, neural nets and support vector machines
Exposure to Statistical Packages like Minitab & Advanced Data Mining Tools like R/Python with an understanding of how data is stored and retrieved from various data sources is a must
Knowledge of SQL
Knowledge of working with the Big Data tool kit (HADOOP/ SPARK)
Ability to work with global teams to drive & communicate results appropriately.
Knowledge of reliability engineering methods
Experience of having used data analytics for cost out
Analytical ability and logical reasoning.
Problem solving, creativity, Technical learning and Process Management.
Foundational leadership skills along with an awareness of the latest trends in the area of data analytics.
Ability to challenge the status quo to drive data driven
Experience of working with Global teams work experience and awareness, Strong communication skills to interact with global teams.
Good presentation skills, good attention to detail
Process Management Good at figuring out the processes necessary to get things done, Knows how to organize people and activities, Knows what to measure and how to measure it, Can simplify complex processes, Gets more out of fewer resources
Problem Solving - Uses rigorous logic and methods to solve difficult problems with effective solutions, Probes all fruitful sources for answers, Can see hidden problems, Is excellent at honest analysis Looks beyond the obvious and doesn't stop at the first answers
Strategic Agility – sees ahead clearly; can anticipate future consequences and trends accurately, has broad knowledge and perspective; can create competitive and breakthrough strategies & plans.
Decision quality – makes good decisions based upon a mixture of analysis, wisdom, experience, and judgment
Drive for results – can be counted on to exceed goals successfully
Interpersonal savvy – relates well to all kinds of people; builds appropriate rapport.
Innovation Leadership - Is good at bringing the creative ideas of others to market, Has good judgment about which creative ideas and suggestions will work, Has a sense about managing the creative process of others, Can facilitate effective brainstorming, Can project how potential ideas may play out in the marketplace
We make what matters work. Everywhere you look—from the technology and machinery that surrounds us, to the critical services and infrastructure that we depend on every day—you’ll find one thing in common. It all relies on power. That’s why Eaton is dedicated to improving people’s lives and the environment with power management technologies that are more reliable, efficient, safe and sustainable. Because this is what matters.
We are confident we can deliver on this promise because of the attributes that our employees embody. We’re ethical, passionate, accountable, efficient, transparent and we’re committed to learning. These values enable us to tackle some of the toughest challenges on the planet, never losing sight of what matters.
Job: Supply Chain / Logistics
Region: Asia Pacific
Organization: Corporate Sector
Job Level: Individual Contributor
Is remote work (i.e. working from home or another Eaton facility) allowed for this position?: Yes
Does this position offer relocation?: Relocation from within hiring country only
Travel: Yes, 25 % of the Time
Eaton is an Equal Opportunity and Affirmative Action Employer. Eaton is committed to ensuring equal employment opportunities for all job applicants and employees. Employment decisions are based upon job-related reasons regardless of an applicant's race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, marital status, genetic information, protected veteran status, or any other status protected by law.