Data Scientist - Specialsterne

Description

Data Scientist - Specialsterne

Our culture believes in POWERING YOUR POTENTIAL . We provide global opportunities to develop your career, make your community a better place and work with today’s most innovative thinkers to solve the world’s toughest problems.

We believe in flexibility for you to explore your passions while making an impact through meaningful work within our inclusive workforce. That’s what #LifeAtCummins is all about.

• Creates individual algorithms using statistical methodologies through the use of statistical programming languages and tools.
• Clearly articulates results, methodologies and learnings to stakeholder and peer group.
• Solves analytical problems using quantitative approaches through a combination of analytical, mathematical and technical skills. Researches, designs, implements and validates algorithms to analyze diverse sources of data to achieve project specific outcomes by leveraging statistical and predictive modeling concepts.
• Partners with domain experts to verify model capabilities.
• Leverages data science methodology to solve business problems.
• Implements statistical techniques to clean, prepare and profile the data prior to deeper analysis.
• Continuous development and advancement of the team through knowledge sharing and collaboration.

Qualifications

Skills

• Manages complexity - Making sense of complex, high quantity, and sometimes contradictory information to effectively solve problems.
• Tech savvy - Anticipating and adopting innovations in business-building digital and technology applications.
• Communicates effectively - Developing and delivering multi-mode communications that convey a clear understanding of the unique needs of different audiences.
• Predictive Modeling - Develops analytical or machine learning models by using appropriate variable transformations, feature selection strategies, imputation strategies, class rebalancing, resampling strategies and quality control measures to generate predictive insights used in solving business questions.
• Programming - Creates, writes and tests computer code, test scripts, and build scripts using algorithmic analysis and design, industry standards and tools, version control, and build and test automation to meet business, technical, security, governance and compliance requirements.
• Decision quality - Making good and timely decisions that keep the organization moving forward.
• Requirements Analysis - Evaluates relationships and interdependencies between requirements based upon their complexity and value to the business in order to determine feasibility and prioritization. Data Mining - Extracts insights from data by identifying relationships and patterns through use of a suite of data exploration and data visualization techniques to understand the underlying structure of the data and enable sound conclusions upon model building.
• Problem Solving - Solves problems using a systematic analysis process by leveraging industry standard methodologies to create problem traceability and protect the customer; determines the assignable cause; implements robust, data-based solutions; identifies the systemic root causes and recommended actions to prevent problem reoccurrence.
• Statistical Modeling - Develops descriptive and explanatory statistical models, and simulations for regression, classification, outlier detection, anomaly detection, time series forecasting using knowledge of foundational statistics such as null hypotheses significance tests, regression models, generalized linear modeling, time series analysis, rank statistics, probability distribution fitting survival analysis, etc. to validate hypotheses for any given statistical or business question.
• Customer focus - Building strong customer relationships and delivering customer-centric solutions.

Education, Licenses, Certifications

• College, university or equivalent degree or equivalent work experience in relevant technical discipline is required.
• This position may require licensing for compliance with export controls or sanctions regulations.

Experience

• Familiarity analyzing complex business systems, industry requirements, and/or data regulations
• Experience in building analytical solutions
• Background in processing and managing large data sets
• Clustered compute cloud-based implementation experience
• Microsoft Azure and/or Amazon Web services environment
• Experience in Agile software development
• Relevant experience preferred such as working in a temporary student employment, intern, co-op, or other extracurricular team activities.
• Familiarity with validation and testing of machine learning systems
• Knowledge of big data, open source and third party toolsets
• Knowledge of the latest technologies and trends in data science is highly preferred and includes:
• Familiarity with Continuous Integration and Continuous Delivery (CI/CD)
• SQL query language
• Implementing Big Data platform solutions using open source and third-party tools

Compensation And Benefits

Base salary rate commensurate with experience. Additional benefits vary between locations and include options such as our 401(k) Retirement Savings Plan, Cash Balance Pension Plan, Medical/Dental/Life Insurance, Health Savings Account, Domestic Partners Coverage and a full complement of personal and professional benefits.)

Cummins and E-verify

At Cummins, we are an equal opportunity and affirmative action employer dedicated to diversity in the workplace. Our policy is to provide equal employment opportunities to all qualified persons without regard to race, gender, color, disability, national origin, age, religion, union affiliation, sexual orientation, veteran status, citizenship, gender identity and/or expression, or other status protected by law. Cummins validates right to work using E-Verify. Cummins will provide the Social Security Administration (SSA) and, if necessary, the Department of Homeland Security (DHS), with information from each new employee’s Form I-9 to confirm work authorization.

Job SYSTEMS/INFORMATION TECHNOLOGY

Primary Location United States-Indiana-Columbus-US, IN, Columbus, Corporate Office Building

Job Type Experienced - Exempt / Office

Recruitment Job Type Exempt - Experienced

Job Posting Jul 7, 2023, 6:31:33 AM

Unposting Date Ongoing

Organization Corporate

Role Category Remote - The location of this role is flexible to certain locations

Req ID: 230006IB