SSME XP Software Engineer - Data Science

该职位来源于猎聘 Responsibilities

• Design, develop, and maintain scalable data pipelines to ingest, process, and store machine-generated data from X-ray systems.
• Collaborate with cross-functional stakeholders to define data requirements and ensure data quality, consistency, and reliability.
• Develop analytical models, reports, and dashboards to monitor machine performance, detect anomalies, predict failures, and support data-driven decision-making.
• Apply statistical analysis and machine learning techniques to identify patterns, trends, and root causes from large-scale datasets.
• Keep abreast of emerging technologies and best practices in Data & AI (e.g., LLMs, MLOps, Databricks).
• Evaluate and pilot innovative tools and methodologies, driving successful adoption within the organization. Qualifications Required
• At least 3 years of experience in data science, data analytics, or a related field within a manufacturing environment.
• Master’s degree in Engineering, Computer Science, Data Science, or a related discipline.
• Strong programming skills in Python (Pandas, NumPy, Scikit-learn) and/or Scala (Spark).
• Solid SQL skills for data extraction, transformation, and analysis.
• Hands-on experience with data visualization tools such as Power BI, Qlik Sense, or Tableau.
• Familiarity with cloud-based data platforms (Azure, AWS, or GCP).
• Excellent verbal and written communication skills in English. Preferred
• Experience with Databricks or similar modern data engineering platforms.
• Experience developing and deploying machine learning models using frameworks such as TensorFlow or PyTorch.
• Knowledge of Large Language Models (LLMs) and Generative AI technologies and their practical applications.