Experienced AI Data Scientist (m/f/d)

Overview

Develop and deploy AI/ML models for finance automation at Siemens Energy.

Key Responsibilities

• a/b testing
• model production
• kpi definition
• lifecycle management
• model development
• data pipelines

Tasks

-Experimentation: Design and conduct experiments (A/B tests, backtesting) and clearly communicate results, including trade-offs and business implications. -Collaboration for Production: Work with data and ML engineers to productionize models and data pipelines, ensuring reliability and scalability. -Business Problem Framing: Collaborate with product managers and finance stakeholders to define KPIs and translate business problems into testable hypotheses. -End-to-End Ownership: Manage the complete data science lifecycle for various finance use cases, such as forecasting and anomaly detection. -Model Development: Develop and iterate models using appropriate methods (e.g., supervised/unsupervised learning, NLP/LLMs), balancing accuracy, speed, and interpretability.

Requirements

• python
• sql
• machine learning
• aws
• degree
• communication

What You Bring

-Communication Skills: Ability to convey complex technical topics to non-technical stakeholders and collaborate effectively with diverse teams. -Programming Skills: Proficient in Python and SQL, with the ability to write production-quality code and collaborate effectively. -Statistical & ML Expertise: Strong foundation in statistics and machine learning; experience with LLMs is a plus. -Practical Experience: Experience building high-impact models from prototype to production in cloud environments (preferably AWS). -Educational Background: University degree in Computer Science, Data Science, Mathematics, Statistics, Engineering, or a related field.

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Benefits

-We also offer the opportunity to become a shareholder of Siemens Energy -In addition to an attractive remuneration package in line with the market, you can expect an attractive employer-financed company pension scheme -The professional and personal development of our employees is very important to us. We provide them with the opportunities to learn and develop in a self-determined way, various attractive programmes and learning materials are available for this purpose -We offer a wide range of options for balancing family and career, such as flexible working time models, childcare facilities at many locations, the option of trial part-time work or a sabbatical

About Siemens Energy

-Offers cutting-edge solutions across the energy value chain. -Evolved into a global leader in energy innovation from pioneering technologies. -Plays a crucial role in accelerating the world's transition to a low-carbon future, focusing on sustainable energy production. -Broad portfolio includes gas turbines, power plants, renewable energy systems like wind and solar, supporting the shift to cleaner power. -Known for highly specialized solutions, from energy storage to grid optimization, helping utilities and industries thrive sustainably. -Major projects include large-scale renewable energy plants, carbon capture initiatives, and smart grid solutions that help stabilize the power supply. -Behind some of the world's most innovative and efficient energy technologies, driving change on both small and large scales. -Distinct for its ability to combine legacy power systems with the latest advancements in renewable energy, shaping the future of power.

Sector Specialisms