Data Scientist - Autonomy & Automation

Job Description

As a member of the Caterpillar Inc. team, you will be contributing to shaping a better world by utilizing your skills and expertise in data mining, data analysis, and machine learning. Your work will have a direct impact on creating stronger, more sustainable communities and improving processes for managing equipment. Join us in making progress and innovation happen, both with our customers and within the communities where we operate.**Key Responsibilities:**- Utilize state-of-the-art methods for data mining- Enhance data collection procedures for building analytic systems- Process, cleanse, and verify data integrity for analysis- Conduct ad-hoc analysis and present results effectively- Use statistical research to determine the appropriate approach and algorithm- Develop automated anomaly detection systems and monitor their performance- Build and optimize classifiers using machine learning techniques- Create predictive models and machine-learning algorithms- Combine models through ensemble modeling- Define architecture, document requirements, and propose technical solutions- Provide technical leadership to project teams and resolve technical issues- Analyze complex business issues and identify technical solutions- Manage a machine learning pipeline from raw data acquisition to model execution- Demonstrate advanced visualization skills and creative problem-solving- Interact with customers to understand their operations and improve processes- Provide project leadership and advice on application development and system integration**Qualifications:****Basic (Required) Qualifications:**- Strong analytical and math skills- Bachelors Degree or equivalent experience- Five or more years of relevant experience- Proficiency in Python and git- Experience in designing and consuming REST APIs- Ability to work in dynamic environments and explain complex topics- Strong problem-solving skills and self-motivation- Proficiency in SQL and query languages- Data-oriented personality**Desired Qualifications:**- Masters Degree in Computer Science, Statistics, or related field- Extensive background in data mining and statistical analysis- Experience with data science toolkits and frameworks- Proficiency in machine learning algorithms and statistics- Knowledge of data visualization tools and NoSQL databasesJoin Caterpillar Inc. in building a better world through data-driven decision-making and innovative solutions. Apply now to be a part of a global team that values progress, innovation, and collaboration. As a member of the Caterpillar Inc. team, you will be contributing to shaping a better world by utilizing your skills and expertise in data mining, data analysis, and machine learning. Your work will have a direct impact on creating stronger, more sustainable communities and improving processes for managing equipment. Join us in making progress and innovation happen, both with our customers and within the communities where we operate.**Key Responsibilities:**- Utilize state-of-the-art methods for data mining- Enhance data collection procedures for building analytic systems- Process, cleanse, and verify data integrity for analysis- Conduct ad-hoc analysis and present results effectively- Use statistical research to determine the appropriate approach and algorithm- Develop automated anomaly detection systems and monitor their performance- Build and optimize classifiers using machine learning techniques- Create predictive models and machine-learning algorithms- Combine models through ensemble modeling- Define architecture, document requirements, and propose technical solutions- Provide technical leadership to project teams and resolve technical issues- Analyze complex business issues and identify technical solutions- Manage a machine learning pipeline from raw data acquisition to model execution- Demonstrate advanced visualization skills and creative problem-solving- Interact with customers to understand their operations and improve processes- Provide project leadership and advice on application development and system integration**Qualifications:****Basic (Required) Qualifications:**- Strong analytical and math skills- Bachelors Degree or equivalent experience- Five or more years of relevant experience- Proficiency in Python and git- Experience in designing and consuming REST APIs- Ability to work in dynamic environments and explain complex topics- Strong problem-solving skills and self-motivation- Proficiency in SQL and query languages- Data-oriented personality**Desired Qualifications:**- Masters Degree in Computer Science, Statistics, or related field- Extensive background in data mining and statistical analysis- Experience with data science toolkits and frameworks- Proficiency in machine learning algorithms and statistics- Knowledge of data visualization tools and NoSQL databasesJoin Caterpillar Inc. in building a better world through data-driven dec

Keyskills :
PythonSQLData ScienceData VisualizationMachine LearningDeep LearningBig DataSoftware EngineeringCommunication SkillsProbabilityStatisticsMultivariate CalculusLinear AlgebraProgramming knowledgeData ManipulationAnalysisModel DeploymentStoryt