Senior Data Scientist

**Career Area**:Technology, Digital and Data**Your Work Shapes the World at Caterpillar Inc.**When you join Caterpillar, you're joining a global team who cares not just about the work we do - but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here - we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.**CATERPILLAR REMANUFACTURING**Do you have a passion for helping customers and supporting a sustainable solution? Since 1973, Cat Reman has helped bring the value at the core of every Cat product back to life. Customers look to us to provide a high-quality solution that is good for their business - and promotes sustainability. It's important to us to deliver. Our team is full of industry leaders. Together, following common values, we share a passion for delivering sustainability benefits that help the company contribute to a circular economy. It’s rewarding to work, with an inspiring team, where every contribution matters.**_Caterpillar’s Remanufacturing Division is looking for a Senior Data Scientist._**This position will perform analytical tasks and initiatives on huge amount of data to support data-driven business decision and development.**Responsibilities to include but are not limited to**:- Directing the data gathering, data mining, and data processing processes in huge volume; creating appropriate data models.- Exploring, promoting, and implementing semantic data capabilities through Natural Language Processing, text analysis and machine learning techniques.- Leading to define requirements and scope of data analyses; presenting and reporting possible business insights to management using data visualization technologies.- Conducting research on data model optimization and algorithms to improve effectiveness and accuracy on data analyses.- Providing business and system support to Caterpillar Reman business partners through business research and code development.- Following key technical standards when implementing a new process to allow for sustainable integration into the team.- Engaging in personal development within the Reman Business process and technical skills to continuously improve processes and value.- Executing projects in a meticulous and timely manner.- Developing, presenting, and reporting possible business insights to management using data visualization tools, including Power BI.- Communicating with Reman partners to understand project scope and develop appropriate solutions.- Deriving solutions utilizing Reman Analytics’ Python process, which includes Kedro Framework, Azure DevOps, Docker, AWS, Snowflake, and Power BI.- Leading participant in Agile and Adhoc project planning and execution activities.- Lead code reviews, knowledge shares, and project showcases.Defining and executing the standard for documenting project details and solutions.- Skill Descriptors**Business Statistics: Knowledge of the statistical tools, processes, and practices to describe business results in measurable scales; ability to use statistical tools and processes to assist in making business decisions.**Level Working Knowledge:- Explains the basic decision process associated with specific statistics.- Works with basic statistical functions on a spreadsheet or a calculator.- Explains reasons for common statistical errors, misinterpretations, and misrepresentations.- Describes characteristics of sample size, normal distributions, and standard deviation.- Generates and interprets basic statistical data.**Accuracy and Attention to Detail: Understanding the necessity and value of accuracy; ability to complete tasks with high levels of precision.**Level Extensive Experience:- Evaluates and makes contributions to best practices.- Processes large quantities of detailed information with high levels of accuracy.- Productively balances speed and accuracy.- Employs techniques for motivating personnel to meet or exceed accuracy goals.- Implements a variety of cross-checking approaches and mechanisms.- Demonstrates expertise in quality assurance tools, techniques, and standards.**Analytical Thinking: Knowledge of techniques and tools that promote effective analysis; ability to determine the root cause of organizational problems and create alternative solutions that resolve these problems.**Level Working Knowledge:- Approaches a situation or problem by defining the problem or issue and determining its significance.- Makes a systematic comparison of two or more alternative solutions.- Uses flow charts, Pareto charts, fish diagrams, etc. to disclose meaningful data patterns.- Identifies the major forces, events and people impacting and impacted by the situation at hand.- Uses logic and intuition to make inferences about the meaning of the data and arrive