Data Scientist

• Design and implement robust, scalable machine-learning services and components for inclusion in customer-facing software.
• Build efficient data pipelines to collect, clean, normalize, and transform structured and unstructured data used by ML features.
• Architect and implement model-training workflows, model-versioning strategies, and evaluation pipelines for ongoing improvement.
• Conduct exploratory data analysis (EDA), feature engineering, and statistical evaluations to support model development.
• Apply advanced statistical methods, A/B testing frameworks, and hypothesis-driven experimentation to validate model performance.
• Prototype and evaluate new machine-learning models, deep-learning architectures, and embeddings strategies aligned to product needs.
• Develop predictive, generative, and analytical models that enable automation, forecasting, classification, clustering, recommendations, or other product capabilities.
• Optimize models for performance, cost, latency, and scalability across CPU/GPU environments.
• Stay informed on the latest advancements in AI, ML, LLMs, vector databases, and retrieval frameworks; transform them into real-world product features.
• Develop clear internal documentation on model behavior, data flows, architectural decisions, and operational considerations.
• Establish and evolve engineering standards for ML/AI development, including testing strategies, monitoring, observability, and reliability.
• Contribute to a shared knowledge base of best practices for ML engineering and applied data science across the organization.
• Operate as a technical expert and trusted advisor to product engineering teams, helping shape AI feature roadmaps and implementation strategies.
• Communicate complex statistical or modeling concepts to engineers, architects, and product leaders in clear, actionable ways.
• Provide mentorship and technical guidance to junior team members and help strengthen the organization’s AI engineering maturity.

Lead Data Scientist

Data Scientist – Energy & Utilities, Celonis

Energy & Utilities – Data Scientist

Senior Data Scientist

Senior Data Scientist, f/m/x