Principal Data Scientist
Summary
Lead AI model development for high-fidelity, multi-physics simulation software used in engineering and manufacturing, leveraging Python, TensorFlow/PyTorch, and cloud platforms.
Principal Data Scientist at PhysicsX
About the role
PhysicsX is a deep-tech firm that merges numerical physics with insights from Formula One, aiming to enhance hardware innovation through software advancements. We are developing an AI-powered simulation software suite tailored for engineering and manufacturing in advanced sectors. Our goal is to facilitate high-fidelity, multi-physics simulations using AI inference throughout the engineering lifecycle, driving significant improvements in design, manufacturing, and operational efficiency.
Location: Singapore Engagement: Full-time Team: Data Science Team
What you'll do
- Spearhead the development of AI models to enhance simulation capabilities.
- Collaborate with cross-functional teams to integrate AI solutions into existing workflows.
- Analyze complex datasets to derive actionable insights and drive decision-making.
- Mentor junior data scientists and contribute to their professional growth.
- Stay updated on industry trends and emerging technologies to inform strategy.
Requirements
- A Master's or PhD in Computer Science, Data Science, Physics, or a related field.
- Minimum of 5 years of experience in data science or a related domain.
- Proficiency in programming languages such as Python and R.
- Strong background in machine learning techniques and algorithms.
- Experience with data visualization tools and techniques.
- Familiarity with cloud platforms like AWS or Azure.
- Excellent problem-solving skills and the ability to work independently.
Nice to have
- Experience in the engineering or manufacturing sectors.
- Knowledge of simulation software and multi-physics modeling.
- Familiarity with big data technologies such as Hadoop or Spark.
Skills & tools
- Python, R, SQL
- Machine learning frameworks (e.g., TensorFlow, PyTorch)
- Data visualization tools (e.g., Tableau, Power BI)
- Cloud computing (AWS, Azure)
- Git for version control
Practical notes
- Candidates must be eligible to work in Singapore.
- We offer a competitive salary and benefits package, including health insurance and professional development opportunities.