Remote Data Science Intern: EDA & ML Prep

Siemens Industry Software Inc.Strategic Student Program (SSP) Discover your career with us at Siemens Industry Software! We are a leading global software company dedicated to the world of computer aided design, 3D modeling and simulation— helping innovative global manufacturers design better products, faster! With the resources of a large company, and the energy of a software start-up, we have fun together while creating a world class software portfolio. Our culture encourages creativity, welcomes fresh thinking and focuses on growth, so our people, our business, and our customers can achieve their full potential. We’re currently recruiting students for our Summer 2024 Strategic Student Program. Our intern positions will allow you to find a career path that most inspires you. Here, you will apply your education to solve real-world problems, and turn theory into practice. At Siemens, our goal is to empower our students to become the next leaders of our company. Baseline Requirements: Currently enrolled as a university undergraduate or master’s student Minimum 3.0 GPA Authorized to work in the United States without the need for current or future sponsorship by the company Perks: Paid volunteer time off Employee discounts at our top customer sites Networking with our global leaders Mentorship from senior engineers Individual career development planning Professional and technical workshops Energetic student community Leadership opportunities Potential for full time offers after university graduation and completion of the program Data Engineering/Science Internship Ready to dive into the exciting world of data science and machine learning? Join us at Siemens as a Data Science Intern for a dynamic summer internship filled with exploration and innovation. As a crucial member of our team, you'll take the lead in unraveling the mysteries hidden in a large subset of our vast customer feedback data through an immersive Exploratory Data Analysis (EDA) process. Once this exploration is complete, you will prepare the data set for future machine learning. Key Responsibilities: Data Cleaning : Implement thorough data cleaning processes to guarantee the integrity and quality of the datasets. Exploratory Data Analysis (EDA): Conduct a comprehensive EDA process, extracting valuable insights from our customer feedback data. Your contributions will deepen our understanding of user behavior and preferences across key product lines. Data Set Curation: Lead the meticulous creation of datasets crucial for future machine learning applications, ensuring data cleanliness and organization. Idea Categorization: Dive into categorizing ideas based on problem areas or ideation themes, collaborating closely with machine learning and product teams for streamlined dataset structures. Your contributions will play a vital role in shaping inputs for our machine learning algorithms, fostering a nuanced understanding of patterns for innovative solutions. This role offers hands-on experience in the dynamic realm of machine learning data preparation. Qualifications: Currently pursuing a degree in Data Science, Computer Science, Statistics, or a related field, Sophomore or higher. Able to communicate and collaborate, able to cross the bridge between technical and non-technical teams Strong analytical and problem-solving skills. Proficiency in programming languages such as Python or R. Familiarity with data cleaning, exploratory data analysis, and classifier development techniques Familiarity with traditional machine learning models (e.g., SVM, xgboost) and deep learning methods (e.g., transformer-based architectures) Familiarity with feature extraction for traditional machine learning models and NLP-based deep learning models This internship offers you: Practical exposure to real-world data organization and analysis within a collaborative team environment. Interaction with cross-functional teams, including product teams. Join us for an enriching internship experience where you can apply your skills, contribute to meaningful projects, and gain valuable insights into the dynamic field of data science. Ready to make an impact? Apply now! The hourly range for this position is $18.00 to $44.00. Siemens offers a variety of health and wellness benefits to employees. Details regarding our benefits can be found here: . In addition, this position is eligible for time off in accordance with Company policies, including paid sick leave and paid volunteer time off. We are Siemens A collection of over 377,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we welcome applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit, and business need.Bring your curiosity and creativity and help us shape tomorrow!#SSP#LI-Remote#DISW Equal Employment Opportunity Statement Siemens is an Equal Opportunity and Affirmative Action Employer encouraging diversity in the workplace. All qualified applicants will receive consideration for employment without regard to their race, color, creed, religion, national origin, citizenship status, ancestry, sex, age, physical or mental disability unrelated to ability, marital status, family responsibilities, pregnancy, genetic information, sexual orientation, gender expression, gender identity, transgender, sex stereotyping, order of protection status, protected veteran or military status, or an unfavorable discharge from military service, and other categories protected by federal, state or local law. #J-18808-Ljbffr Siemens