- Analyze large-scale time-series and tabular datasets to extract meaningful insights and identify actionable opportunities.
- Develop and implement advanced statistical models, machine learning algorithms, and forecasting techniques to predict future trends and outcomes.
- Design and execute experiments to evaluate model performance, validate hypotheses, and optimize algorithms for accuracy and efficiency.
- Collaborate with stakeholders to define business requirements, prioritize analytical projects, and translate findings into actionable recommendations.
- Build and maintain robust data pipelines and automated workflows to streamline data collection, preprocessing, and analysis processes.
- Communicate complex technical concepts and analytical findings to non-technical stakeholders through clear and concise presentations, reports, and visualizations.
- Stay abreast of the latest developments in data science, machine learning, and statistical techniques, and evaluate their potential impact on business objectives.
- Works with MLOps Engineers to derive crucial features from the data processed in ML models
- Works with a Project Lead and a Program Management Specialist to decompose and partition system requirements to software requirements
- Works as a member of the international team with the members in one or more countries where English is the common language
- Proven experience (3~ years) in data science, with a focus on time-series and tabular data analytics.
- Proficiency in programming languages such as Python, and experience with libraries/frameworks such as pandas, NumPy, scikit-learn, TensorFlow, or PyTorch.
- Strong understanding of statistical concepts, hypothesis testing, regression analysis, time-series modeling, and machine learning algorithms.
- Experience with data visualization tools such as Matplotlib, Seaborn, Plotly, or Tableau.
- Solid understanding of database systems, SQL, and data manipulation techniques for extracting, transforming, and loading (ETL) data.
- Applicants must have the enthusiasm to learn new technologies and expand related skillsets
- This role requires creativity, critical thinking, and troubleshooting skills, at least, for Exploratory Data Analysis (EDA) work
- Strong verbal and written communication skills in English and Korean
- The ideal candidate is a self-starter and someone who works well within a team
- Highly motivated "roll up your sleeves" attitude with a strong drive for success
- Advanced degree (e.g. Bachelor, Master or Ph.D. in Computer Science, Statistics, Math, Engineering or etc.) preferred, but not required.
- Good to have at least an intermediate level of knowledge in aircraft manufacturing or flight operation
- Nice to have winning experience in machine learning or data science competition challenges
- Nice to have your git repository shared with well-organized projects inside
- Preferably experiences in Data processing and database programming skills, such as SQL or NoSQL
- Experience in the whole lifecycle of a system development project ranging from developing a new service concept to launching as a service
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Data Scientist - Seoul, 대한민국. - Boeing
설명
Description
Qualifications:Boeing Korea Engineering and Technology Center (BKETC) is seeking a Data Scientist based in Seoul, South Korea to develop algorithms, models, and systems for our research projects, such as autonomy, aircraft manufacturing, factory digitalization, and parts sales forecasting. Data science work will include extracting, cleaning, analyzing, and visualizing data collected from various business domains at Boeing.
Work Location : ASEM Tower (Samsung-dong, Seoul, South Korea)
Job Responsibilities
You will be responsible for extracting valuable insights from complex datasets, identifying patterns, trends, and anomalies, and developing predictive models to support strategic decision-making across the organization. You will collaborate closely with cross-functional teams to design and implement data-driven solutions that address business challenges and drive continuous improvement
Basic Qualifications (Required Skills/Experience)
Preferred Qualifications (Desired Skills/Experience)
This is for an international, locally hired position. Candidates must be legally authorized to work in the country where the position is located. Benefits and pay are determined at the local level and are not on Boeing US-based payroll.
Boeing gives additional scores to eligible candidates for job positions who are classified as veterans or persons of disability according to applicable laws.
Boeing Korea has officially been certified as a "Best Family Friendly Management" company by the Republic of Korea Ministry of Gender Equality and Family.
Boeing is the world's largest aerospace company and leading manufacturer of commercial airplanes and defense, space and security systems. We are engineers and technicians. Skilled scientists and thinkers. Bold innovators and dreamers. Join us, and you can build something better for yourself, for our customers and for the world.
Relocation:
No relocation availableExport Control Requirement:
Not an export control positionSafety Sensitive:
This is not a safety sensitive positionContingent Upon Award Program
This position is not contingent upon program awardExperience Level:
Individual Contributor - 3Job Type:
RegularJob Code:
BEH7I3 (B71)
