Artificial Intelligence Engineer
Gizli Şirket · Istanbul
Job description
About the role
The company is looking for an Artificial Intelligence Engineer who takes an active part in AI, data analytics and prediction projects and builds end-to-end AI solutions without relying on RPA tools. The engineer turns diverse business problems into data- and AI-driven models, processes the right data with the right methods and ensures models are integrated into decision-making and enterprise systems.
Key responsibilities
- Translate business needs from internal stakeholders into data-driven problem definitions
- Collect, clean and prepare data, perform feature engineering and analysis
- Design and work with ETL / ELT processes and data pipelines
- Select models for regression, classification, time series forecasting and anomaly detection
- Collaborate with stakeholders to analyse business processes and re-architect them with an AI-native automation approach
- Train, test, validate and evaluate models; build LLM-based AI and automation solutions
- Develop solutions for document understanding, text processing and intelligent classification using NLP, LLM and RAG approaches (preferred)
- Build container-based services with Docker or similar, and integrate LLM and ML models into enterprise systems via APIs, services and event-driven architectures
- Turn model outputs into business decisions, report models with interpretable outputs and keep documentation
- Run PoCs and pilots, take projects from concept to production, and fix performance bottlenecks and reliability issues
- Apply MLOps practices such as model versioning, monitoring, drift detection and retraining workflows
Required profile
- Bachelor's or Master's degree in Computer Engineering or a related field
- At least 5 years of experience in data engineering and/or software development
- Ability to turn business requirements into technical AI automation solutions
- Awareness of data privacy regulations (KVKK / GDPR) and enterprise data security principles
Required skills
- Advanced Python development
- Hands-on experience with LLM-based AI solutions and OCR, document processing or unstructured data pipelines
- SQL and NoSQL databases
- NumPy, Pandas, SciPy and related ML / NLP libraries
- Supervised and unsupervised learning, regression, classification, clustering, anomaly detection and time series analysis
- Model evaluation metrics (accuracy, precision, recall, F1, RMSE) and RESTful API integrations
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Published 2 saat önce
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Gizli Şirket
Istanbul