Data Scientist

INNOWAVE TECH PTE. LTD.

Singapore
Not specified (assumed hybrid based on industry norms).
Proficiency in python programming
Statistical analysis and machine learning
Experience with scikit-learn and xgboost
Innowave Tech PTE. LTD. is seeking a Data Scientist to analyze manufacturing datasets and develop AI/ML solutions for the Semiconductor and Advanced Manufacturing industry. The ideal candidate will possess a strong educational background in data science or related fields, along with technical expertise in Python and machine learning frameworks

Job Summary

  • The role focuses on analyzing complex manufacturing datasets involving time-series sensor data to generate actionable insights.
  • Candidates will develop statistical analyses and explore AI/ML techniques alongside senior data scientists to solve industry pain points.
  • The position requires implementing predictive models and solutions for customers within the semiconductor and advanced manufacturing sectors.

Matching Summary

Match Score: 85

Innowave Tech PTE. LTD. is seeking a Data Scientist to analyze manufacturing datasets and develop AI/ML solutions for the Semiconductor and Advanced Manufacturing industry. The ideal candidate will possess a strong educational background in data science or related fields, along with technical expertise in Python and machine learning frameworks.

Skills & Requirements

Must-have

  • Proficiency in Python programming
  • Statistical analysis and machine learning
  • Experience with Scikit-learn and XGBoost
  • Knowledge of TensorFlow or PyTorch frameworks
  • Data visualization skills using Plotly or Seaborn

Nice-to-have

  • Knowledge of IoT data and manufacturing processes
  • Experience deploying machine learning models
  • Familiarity with LLM prompt engineering and RAG
  • Strong problem-solving mindset and attention to detail
  • Ability to work independently in cross-functional teams

Key Requirements

  • Minimum Poly, Bachelor's, or Master's degree in Data Science, Statistics, Computer Science, or related field
  • Software engineering best practices including modularity, version control, and testing

Work Rights

Not specified

Tailored Resume

Cover Letter