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← Hanwha Energy USA

Data Scientist

Hanwha Energy USA
Location
Houston, TX
Posted
20 days ago
Department
Hanwha Energy - Commodities
Salary
$140,000 - $180,000
What they actually want (must-haves)
  • Strong technical knowledge in deep learning and time series modeling including GBM, LSTM, Transformer architectures, CNN, VAE, GAN and GNN
  • Minimum 3 years (Data Scientist) or 7 years (Senior Data Scientist) of industry experience applying modeling techniques in successful commercial energy applications
  • Solid understanding of ERCOT and PJM market fundamentals
  • Understanding of transmission congestion in ERCOT and PJM
  • Experience with Large Language Models (LLMs) in a commercial setting
  • An advanced degree, preferably Ph.D, in Engineering, Math, Physics, or a related field of study
Nice to have
  • Experience with Graph Neural Networks (GNN) or graph-based modeling approaches
  • Direct experience in wholesale power or gas trading environments
  • Familiarity with ERCOT-specific datasets
  • Experience with production cost modeling software such as DAYZER, PLEXOS, Aurora XMP, or PROMOD
  • Familiarity with gas market fundamentals
What the job really is

The Data Scientist at Hanwha Energy USA will manage the data science pipeline for wholesale power and gas market applications, focusing on price forecasting, congestion analysis, and trading algorithms. Responsibilities include model development, deployment, and analytics, utilizing advanced AI/ML techniques to support business decisions and optimize operations. The role requires collaboration with technical teams and effective communication of complex concepts to stakeholders.

Benefits
  • $140,000 - $180,000 salary
Things to weigh
  • No remote work mentioned, must be within commutable distance to Houston office
  • High level of technical expertise required, may limit candidate pool
  • Role involves significant collaboration with both technical and non-technical teams, which may require strong communication skills
Job score4/5
Benefits1/5
Freshness4/5
Career value5/5
Role clarity5/5
Pay transparency5/5

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