Principal Data Scientist
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Role details
Tech stack
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Job description
The Data Scientist responsibilities include conducting all the steps of the data mining lifecycle with an emphasis on applying their expertise in math, statistics and building machine learning models. They will follow the CRISP-DM methodology. Critical thinking and problem-solving skills are essential, along with a passion for research. Their role will include mentoring other members of the Advanced Analytics & Insights team. They will be responsible for preparing and delivering the results of their analysis. The goal will be to help our company utilize data analytics to generate business value., These duties are not meant to be all-inclusive and other duties may be assigned.
- Acquire business understanding and provide guidance and design input for model implementation.
- Identify valuable data sources and automate collection processes.
- Undertake preprocessing of structured and unstructured data.
- Analyze large amounts of information to discover trends and patterns.
- Build machine learning models and operation optimization (e.g., scheduling, routing, sales optimization).
- Propose solutions and strategies for business value generation.
- Collaborate with team members within segments and all functional areas, including sales, operations, supply chain, engineering, product development, finance, HR, etc.
- Be a thought leader and stay up-to-date in the field of applied data science.
Requirements
- Masterās degree in Mathematics, Economics, Computer Science, Information Management, Statistics, Engineering or relevant field.
- Proven experience as a Data Scientist with at least five yearsā experience working in the field of data science
- Strong math skills (e.g. statistics, algebra) and experience using statistical packages for analyzing datasets (Python, R)
- Knowledge of and experience with data mining, segmentation, machine learning and optimization techniques.
- Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy.
- Knowledge of and experience with data visualization and reporting packages (Cognos Analytics, Power BI, Tableau etc.)
- Knowledge of and experience with Big Data databases (Azure, AWS, Oracle, NoSQL, etc.).
- Aptitude for working in a fast-paced collaborative team environment with proven experience as a self-starter and problem-solver.
- Excellent interpersonal skills as well as the ability to effectively present information and respond to questions from leaders and peers., * Experience within supply chain in automotive industry
- Blockchain in supply chain management
- Natural Language Processing
- Deep learning
Benefits & conditions
$118,700.00 - $211,300.00
The above pay range reflects the minimum and maximum target pay for the position across all U.S. locations. Within this range, individual pay is determined by various factors, including the scope and responsibilities of the role, the candidateās experience, education and skills, as well as the equity of pay among team members in similar positions. Beyond offering a competitive total rewards package, we prioritize a people-first culture and offer various opportunities to support team member growth and success.
About the company
JLG began in 1969, when our founder, John L. Grove set out to resolve growing safety concerns in the construction industry. Since then we have been committed to understanding the challenges and delivering innovative solutions to the access market. We partner with customers to provide quality equipment, training opportunities and trusted support within the access industry. We are a global company, and our products-including mobile elevating work platforms, telehandlers, utility vehicles and accessories-can be found all over the world., Certain positions with Oshkosh Corporation require access to controlled goods and technologies subject to the International Traffic in Arms Regulations or the Export Administration Regulations. Applicants for these positions may need to be āU.S. Persons,ā as defined in these regulations. Generally, a āU.S. Personā is a U.S. citizen, lawful permanent resident, or an individual who has been admitted as a refugee or granted asylum.
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