Aditi Consulting
Data Scientist 2
Aditi Consulting, Champaign, Illinois, us, 61825
Summary:
The Machine Data Insights team within Machine Analytics is seeking a talented and motivated Data Scientist to develop analyses that support product development analytics, aftermarket analytics, demand forecasting analytics, and other strategic analytics areas of focus. Our team’s mission is to understand our customers where their work gets done. Our analyses reveal machine usage insights that help our customers work safer and more productively and help our enterprise understand the market trends that shape our future business. This role will require a skillset in advanced statistical modeling and machine learning techniques as well as domain knowledge of industrial equipment.
JOB DUTIES:
The key role of this second level data scientist position is to move from learning and assisting others to learning to contribute independently.The Data Scientist I is expected to become familiar with the company’s processes, products, and organization.Work is typically directed by a projector team lead who might review both methods and results.Challenges include meeting expectations in delivering results, learning to consider alternative courses of action, making timely decisions, developing communication skills, working with people, and pushing the technical bounds of experimentation while meeting customer commitments.Individuals in this position might expect to have several assignments allowing them to gain experience on multiple projects.They will be expected to apply theory and concept in contributing to the solution in the assigned area.The job function may include data collection and analysis; development, validation, application, and refinement of statistical models; application of related digital technologies in processing both the inputs and outputs from the models.The Data Scientist I demonstrates an expanded breadth of knowledge and the ability to handle basic issues independently.
Basic Qualifications:
Typically requires a bachelor’s degree, preferably in engineering, computer science, statistics, economics, mathematics, or a similar field with quantitative coursework, and 1-2 years of professional experience utilizing quantitative analysis is required, or a Master’s or PhD degree.Must be comfortable working in industry standard statistics, analytics, and data visualization packages.Must demonstrate strong initiative, interpersonal skills, and the ability to communicate effectively.
Top Candidates Will Also Have:
Bachelors, Masters, or PhD degree in Applied Statistics, Data Science, Business Analytics, Business Intelligence & Analytics, Computer Science, Computer Science + X, Engineering (Aerospace, Electrical, Mechanical, Computer, Industrial, Agricultural, etc.), Informatics, Information Systems Management, Mathematics, MBA with Technical Undergrad, Predictive Analytics, Statistics, or equivalent technical degree.Experience with advanced data analysis and statistical methods such as regression, hypothesis testing, ANOVA, statistical process control, etc.Practical applications of machine learning techniques such as Clustering, Logistic Regression, CART, Random Forests, SVM or Neural Networks.Experience in design / development of heavy equipment (ex. automotive, aerospace, engine, transmission, construction, mining, industrial, etc.)Strong technical and problem-solving skills and evidence of continuous learning in the analytics field.2+ years of experience applying python (NumPy, SciPy, pandas, etc) programming to solve business challenges.Experience with cloud technologies (AWS, Azure, Google Cloud, etc).Strong initiative to research and apply new methods and digital technologies to exceed customer expectations.Good communication, interpersonal, and collaboration skills.3-5 years’ experience.
Compensation:
The pay rate range above is the base hourly pay range that Aditi Consulting reasonably expects to pay someone for this position (compensation may vary outside of this range depending on several factors, including but not limited to, a candidate’s qualifications, skills, competencies, experience, location and end client requirements).
Benefits and Ancillaries:
Medical, dental, vision, PTO benefits and ancillaries may be available for eligible Aditi Consulting employees and vary based on the plan options selected by the employee.
Aditi Consulting LLC uses AI technology to engage candidates during the sourcing process. AI technology is used to gather data only and does not replace human-based decision making in employment decisions.
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The Machine Data Insights team within Machine Analytics is seeking a talented and motivated Data Scientist to develop analyses that support product development analytics, aftermarket analytics, demand forecasting analytics, and other strategic analytics areas of focus. Our team’s mission is to understand our customers where their work gets done. Our analyses reveal machine usage insights that help our customers work safer and more productively and help our enterprise understand the market trends that shape our future business. This role will require a skillset in advanced statistical modeling and machine learning techniques as well as domain knowledge of industrial equipment.
JOB DUTIES:
The key role of this second level data scientist position is to move from learning and assisting others to learning to contribute independently.The Data Scientist I is expected to become familiar with the company’s processes, products, and organization.Work is typically directed by a projector team lead who might review both methods and results.Challenges include meeting expectations in delivering results, learning to consider alternative courses of action, making timely decisions, developing communication skills, working with people, and pushing the technical bounds of experimentation while meeting customer commitments.Individuals in this position might expect to have several assignments allowing them to gain experience on multiple projects.They will be expected to apply theory and concept in contributing to the solution in the assigned area.The job function may include data collection and analysis; development, validation, application, and refinement of statistical models; application of related digital technologies in processing both the inputs and outputs from the models.The Data Scientist I demonstrates an expanded breadth of knowledge and the ability to handle basic issues independently.
Basic Qualifications:
Typically requires a bachelor’s degree, preferably in engineering, computer science, statistics, economics, mathematics, or a similar field with quantitative coursework, and 1-2 years of professional experience utilizing quantitative analysis is required, or a Master’s or PhD degree.Must be comfortable working in industry standard statistics, analytics, and data visualization packages.Must demonstrate strong initiative, interpersonal skills, and the ability to communicate effectively.
Top Candidates Will Also Have:
Bachelors, Masters, or PhD degree in Applied Statistics, Data Science, Business Analytics, Business Intelligence & Analytics, Computer Science, Computer Science + X, Engineering (Aerospace, Electrical, Mechanical, Computer, Industrial, Agricultural, etc.), Informatics, Information Systems Management, Mathematics, MBA with Technical Undergrad, Predictive Analytics, Statistics, or equivalent technical degree.Experience with advanced data analysis and statistical methods such as regression, hypothesis testing, ANOVA, statistical process control, etc.Practical applications of machine learning techniques such as Clustering, Logistic Regression, CART, Random Forests, SVM or Neural Networks.Experience in design / development of heavy equipment (ex. automotive, aerospace, engine, transmission, construction, mining, industrial, etc.)Strong technical and problem-solving skills and evidence of continuous learning in the analytics field.2+ years of experience applying python (NumPy, SciPy, pandas, etc) programming to solve business challenges.Experience with cloud technologies (AWS, Azure, Google Cloud, etc).Strong initiative to research and apply new methods and digital technologies to exceed customer expectations.Good communication, interpersonal, and collaboration skills.3-5 years’ experience.
Compensation:
The pay rate range above is the base hourly pay range that Aditi Consulting reasonably expects to pay someone for this position (compensation may vary outside of this range depending on several factors, including but not limited to, a candidate’s qualifications, skills, competencies, experience, location and end client requirements).
Benefits and Ancillaries:
Medical, dental, vision, PTO benefits and ancillaries may be available for eligible Aditi Consulting employees and vary based on the plan options selected by the employee.
Aditi Consulting LLC uses AI technology to engage candidates during the sourcing process. AI technology is used to gather data only and does not replace human-based decision making in employment decisions.
#J-18808-Ljbffr