Quantitative Developer / AI & Automation Specialist â Power Trading

Bucuresti - Romania

Monthly Salary: Not Disclosed

Posted on: 26-08-2025

Vacancies: 1 Vacancy

Job Summary

Responsabilities:

Develop AI models for forecasting consumption and production including renewables;
Build predictive models for prices in DAM IDM and BRM markets;
Forecast imbalances and associated costs using advanced ML techniques (LSTM Transformer regression);
Design and implement automated bidding strategies in DAM and IDM;
Develop arbitrage algorithms across OPCOM BRM and SIDC;
Optimize revenues from batteries and storage through AI-driven models;
Automate data pipelines for OPCOM BRM ENTSO-E ANRE and weather data;
Apply feature engineering specific to energy trading (ramp rate forecast error imbalance cost);
Deploy AI models in live trading environments with monitoring and recalibration;
Implement MLOps practices using MLflow Azure ML Databricks;
Create dashboards in Power BI showing forecasts vs. actuals bidding recommendations and risk metrics;
Ensure compliance with ANRE REMIT GDPR through explainability (SHAP LIME) and documentation;
Provide audit-ready workflows with full reproducibility;
Collaborate closely with traders to integrate AI models into decision-making;
Conduct risk simulations and scenario analysis to support trading strategies;

Requirements:

Machine Learning: advanced knowledge in supervised and unsupervised learning time series modeling;
Deep Learning: experience with LSTM Transformer and CNN for sequential data;
MLOps: use of platforms such as MLflow Kubeflow Azure ML for managing the model lifecycle;
Data Engineering: skills in ETL Airflow Spark dbt and SQL for efficient data processing;
Programming: expertise in Python (pandas scikit-learn PyTorch) and version control with Git;
Visualization: creation of interactive dashboards with Power BI;
API & Integration: development and consumption of REST APIs integration with OPCOM/BRM APIs;
Model Explainability: use of SHAP and LIME techniques for AI model interpretation;
Energy Trading: deep understanding of DAM IDM BRM and SIDC markets;
Decision Optimization: development of algorithms for automated bidding arbitrage and HFT strategies;
Energy Forecasting: ability to build accurate models for price imbalance and production forecasting;
Risk Analysis: conducting simulations and scenarios for risk and cost estimation;
Communication: ability to explain complex AI concepts to non-technical stakeholders;
Collaboration: effective work with traders IT BI and operations teams;
Strategic Thinking: aligning AI solutions with the commercial objectives of the department;
Adaptability: ability to react quickly to market or regulatory changes;
Professional Ethics: responsibility in the use of AI with focus on transparency and fairness;
Cloud & Infrastructure: experience with Azure MS Fabric for scalability;

Responsabilities:Develop AI models for forecasting consumption and production including renewables;Build predictive models for prices in DAM IDM and BRM markets;Forecast imbalances and associated costs using advanced ML techniques (LSTM Transformer regression);Design and implement automated bidding ...

Responsabilities:

Develop AI models for forecasting consumption and production including renewables;
Build predictive models for prices in DAM IDM and BRM markets;
Forecast imbalances and associated costs using advanced ML techniques (LSTM Transformer regression);
Design and implement automated bidding strategies in DAM and IDM;
Develop arbitrage algorithms across OPCOM BRM and SIDC;
Optimize revenues from batteries and storage through AI-driven models;
Automate data pipelines for OPCOM BRM ENTSO-E ANRE and weather data;
Apply feature engineering specific to energy trading (ramp rate forecast error imbalance cost);
Deploy AI models in live trading environments with monitoring and recalibration;
Implement MLOps practices using MLflow Azure ML Databricks;
Create dashboards in Power BI showing forecasts vs. actuals bidding recommendations and risk metrics;
Ensure compliance with ANRE REMIT GDPR through explainability (SHAP LIME) and documentation;
Provide audit-ready workflows with full reproducibility;
Collaborate closely with traders to integrate AI models into decision-making;
Conduct risk simulations and scenario analysis to support trading strategies;

Requirements:

Machine Learning: advanced knowledge in supervised and unsupervised learning time series modeling;
Deep Learning: experience with LSTM Transformer and CNN for sequential data;
MLOps: use of platforms such as MLflow Kubeflow Azure ML for managing the model lifecycle;
Data Engineering: skills in ETL Airflow Spark dbt and SQL for efficient data processing;
Programming: expertise in Python (pandas scikit-learn PyTorch) and version control with Git;
Visualization: creation of interactive dashboards with Power BI;
API & Integration: development and consumption of REST APIs integration with OPCOM/BRM APIs;
Model Explainability: use of SHAP and LIME techniques for AI model interpretation;
Energy Trading: deep understanding of DAM IDM BRM and SIDC markets;
Decision Optimization: development of algorithms for automated bidding arbitrage and HFT strategies;
Energy Forecasting: ability to build accurate models for price imbalance and production forecasting;
Risk Analysis: conducting simulations and scenarios for risk and cost estimation;
Communication: ability to explain complex AI concepts to non-technical stakeholders;
Collaboration: effective work with traders IT BI and operations teams;
Strategic Thinking: aligning AI solutions with the commercial objectives of the department;
Adaptability: ability to react quickly to market or regulatory changes;
Professional Ethics: responsibility in the use of AI with focus on transparency and fairness;
Cloud & Infrastructure: experience with Azure MS Fabric for scalability;

Key Skills

Controlling Experience
Distributed Control Systems
Pardot
Crystal Reports
Marketing Automation
Salesforce Marketing Cloud
Warehouse Management
HubSpot
Responsys
Email Marketing
Leadership Experience
Programmable Logic Controllers

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About Company

Sales Consulting

Since 1998, we've been active in the Human Resources consulting market, providing regional coverage across four key areas of expertise: recruitment and selection, personnel leasing, assessment centers and consultancy. As leaders in Transylvania, we've expanded our reach to embrace a c ... View more

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