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Data Scientist II, Condition Monitoring
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Data Scientist II, Condition Monitoring
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Jobright.ai Caterpillar Inc. is the world’s leading manufacturer of construction and mining equipment, committed to building a better, more sustainable world. The Data Scientist II will join the Condition Monitoring Analytics team to perform analytical tasks on large volumes of data, supporting data-driven business decisions and the development of innovative data models. Responsibilities: • Performing the data gathering, mining and processing processes in huge volume; creating appropriate data models. • Exploring, promoting, and implementing next-generation techniques (such as weak learning, time series, NLP, genAI…), including tests, validation and delivery • Implement innovative data model optimization framework and algorithms to improve effectiveness and accuracy on models in production. • Provide support to technical partners as well as business partners to drive adoption • Defining requirements and scope of data analyses; create documentation, compelling presentations and visualizations to explain complex technical algorithms and impacts into understandable business language. Qualifications: Required: • Analytical Thinking: Working 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. • Machine Learning: Working knowledge of principles, technologies and algorithms of machine learning; ability to develop, implement and deliver related systems, products and services. • Programming Languages: Working knowledge of basic concepts and capabilities of applying Python and SQL programming to solve business challenges; ability to use tools, techniques and platforms in order to write and modify programming languages. • Query and Database Access Tools: Working knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use. • Typically, a Bachelors, Masters, or PhD degree in Applied Statistics, Physics, Data Science, Business Analytics, Predictive Analytics, Business Intelligence & Analytics, Mathematics, Computer Science, Engineering (Aerospace, Electrical, Mechanical, Computer, Industrial, Agricultural, etc.), or equivalent technical degree. • Extensive experience applying Python (NumPy, SciPy, pandas, etc.) and SQL programming to solve business challenges is a must • Extensive experience with advanced data analysis and statistical methods (typically 4+ years) • Extensive experience in practical applications of Machine Learning techniques such as Clustering, Logistic Regression, Random Forests, SVM or Neural Networks. • In-depth technical and problem-solving skills and evidence of continuous learning in the analytics field • Advanced experience with version control / repositories such as GitHub • Must demonstrate strong initiative, interpersonal skills, and the ability to communicate effectively. Preferred: • Working experience with heavy equipment engineering is an advantage. Company: For 100 years, we’ve been helping customers build a better, more sustainable world. Founded in 1925, the company is headquartered in Peoria Heights, Illinois, USA, with a team of 10001+ employees. The company is currently Public Company. Seniority level
Seniority level Mid-Senior level Employment type
Employment type Full-time Job function
Industries Software Development Referrals increase your chances of interviewing at Jobright.ai by 2x Inferred from the description for this job
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Data Scientist II, Condition Monitoring
role at
Jobright.ai 1 day ago Be among the first 25 applicants Join to apply for the
Data Scientist II, Condition Monitoring
role at
Jobright.ai Caterpillar Inc. is the world’s leading manufacturer of construction and mining equipment, committed to building a better, more sustainable world. The Data Scientist II will join the Condition Monitoring Analytics team to perform analytical tasks on large volumes of data, supporting data-driven business decisions and the development of innovative data models. Responsibilities: • Performing the data gathering, mining and processing processes in huge volume; creating appropriate data models. • Exploring, promoting, and implementing next-generation techniques (such as weak learning, time series, NLP, genAI…), including tests, validation and delivery • Implement innovative data model optimization framework and algorithms to improve effectiveness and accuracy on models in production. • Provide support to technical partners as well as business partners to drive adoption • Defining requirements and scope of data analyses; create documentation, compelling presentations and visualizations to explain complex technical algorithms and impacts into understandable business language. Qualifications: Required: • Analytical Thinking: Working 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. • Machine Learning: Working knowledge of principles, technologies and algorithms of machine learning; ability to develop, implement and deliver related systems, products and services. • Programming Languages: Working knowledge of basic concepts and capabilities of applying Python and SQL programming to solve business challenges; ability to use tools, techniques and platforms in order to write and modify programming languages. • Query and Database Access Tools: Working knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use. • Typically, a Bachelors, Masters, or PhD degree in Applied Statistics, Physics, Data Science, Business Analytics, Predictive Analytics, Business Intelligence & Analytics, Mathematics, Computer Science, Engineering (Aerospace, Electrical, Mechanical, Computer, Industrial, Agricultural, etc.), or equivalent technical degree. • Extensive experience applying Python (NumPy, SciPy, pandas, etc.) and SQL programming to solve business challenges is a must • Extensive experience with advanced data analysis and statistical methods (typically 4+ years) • Extensive experience in practical applications of Machine Learning techniques such as Clustering, Logistic Regression, Random Forests, SVM or Neural Networks. • In-depth technical and problem-solving skills and evidence of continuous learning in the analytics field • Advanced experience with version control / repositories such as GitHub • Must demonstrate strong initiative, interpersonal skills, and the ability to communicate effectively. Preferred: • Working experience with heavy equipment engineering is an advantage. Company: For 100 years, we’ve been helping customers build a better, more sustainable world. Founded in 1925, the company is headquartered in Peoria Heights, Illinois, USA, with a team of 10001+ employees. The company is currently Public Company. Seniority level
Seniority level Mid-Senior level Employment type
Employment type Full-time Job function
Industries Software Development Referrals increase your chances of interviewing at Jobright.ai by 2x Inferred from the description for this job
Medical insurance Vision insurance 401(k) Get notified about new Data Scientist jobs in
Chicago, IL . Chicago, IL $123,500.00-$212,850.00 3 months ago Chicago, IL $85,000.00-$120,000.00 4 hours ago Chicago, IL $123,500.00-$212,850.00 3 months ago Chicago, IL $70,000.00-$100,000.00 1 week ago Chicago, IL $123,500.00-$212,850.00 1 month ago Chicago, IL $123,500.00-$212,850.00 2 months ago Artificial Intelligence/Machine Learning (AI/ML) Engineer
Chicago, IL $135,000.00-$175,000.00 1 week ago Chicago, IL $123,500.00-$212,850.00 1 month ago Data Scientist/Python/ML/All Levels/Chicago
Chicago, IL $73,500.00-$85,000.00 2 days ago Chicago, IL $100,500.00-$173,250.00 1 month ago Chicago, IL $135,000.00-$205,000.00 2 weeks ago Data Scientist, RWE Clinical Trials - Remote
Chicago, IL $133,000.00-$287,800.00 2 weeks ago Chicago, IL $75,000.00-$93,000.00 2 weeks ago Data Scientist - Supply Chain Optimization
Rosemont, IL $75,000.00-$120,000.00 2 weeks ago Data Scientist/Python/ML/All Levels/Chicago, New Grad
Data Scientist, Campus, United States - BCG X
Chicago, IL $110,000.00-$160,000.00 5 hours ago Chicago, IL $100,000.00-$120,000.00 1 week ago Chicago, IL $123,500.00-$212,850.00 1 month ago Chicago, IL $123,500.00-$212,850.00 2 weeks ago Northbrook, IL $72,900.00-$96,200.00 1 week ago Chicago, IL $93,840.00-$140,760.00 2 days ago Chicago, IL $110,000.00-$160,000.00 1 week ago We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
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