Senior AI Scientist: Lead End-to-End ML & Deployment

ATP; Fatih; Vor Ort; TRY 600.000 - 1.000.000; Vollzeit

Zusammenfassung

ATP is seeking a Senior Data Scientist with a PhD to lead high‑impact projects that connect advanced research with production‑ready AI applications in Turkey. You will drive end‑to‑end ML initiatives—from problem formulation and experimentation to deployment and monitoring—with strong engineering collaboration to deliver scalable solutions and measurable business value.

The role focuses on NLP, CV, robotics or related AI areas, requires Python with PyTorch or TensorFlow, and a solid background

Qualifikationen

• PhD in Computer Science, AI, Robotics, Electrical Engineering, Statistics, Mathematics or related quantitative field with ML/AI research relevance.
• 5+ years of hands-on Data Science and ML experience.
• Strong background in NLP, CV, Robotics, Generative AI or related areas.
• Strong Python programming with PyTorch or TensorFlow, plus Pandas, NumPy and scikit-learn.
• Solid foundation in statistical modeling, hypothesis testing, experimental design and model evaluation.
• Experience preparing and analyzing datasets relevant to your specialization (text, images, video, time-series, sensor data).
• Ability to design reproducible experiments, establish baselines, and conduct error analysis.
• Understanding data leakage, overfitting, distribution shift, and robust validation practices.
• Experience balancing model quality, latency, cost, and deployment constraints.
• Strong collaboration and English communication skills.

Aufgaben

• Lead end-to-end machine learning projects from problem definition to deployment and production monitoring.
• Translate business requirements into research questions, specs, and success criteria.
• Develop models and data pipelines aligned with project needs.
• Investigate methods, compare to baselines, validate improvements via controlled experiments.
• Conduct error analysis and ablations to understand model behavior.
• Collaborate with domain experts and software engineers to integrate models into products.
• Build reproducible workflows with experiment tracking, data/model versioning, testing, and documentation.
• Optimize models for production and monitor performance, reliability, and data shifts.
• Review literature, reproduce promising approaches, and assess practical value.
• Mentor junior team members and promote strong research/engineering standards.

Kenntnisse

Python programming

Statistical modeling

Experiment design

Model evaluation

Data preparation

English communication

Collaboration

Ausbildung

PhD in Computer Science / AI / Robotics / Electrical Engineering / Statistics / Mathematics

Tools

PyTorch

TensorFlow

Pandas

NumPy

scikit-learn

Jobbeschreibung

ATP is seeking a Senior Data Scientist with a PhD to lead high‑impact projects that connect advanced research with production‑ready AI applications in Turkey. You will drive end‑to‑end ML initiatives—from problem formulation and experimentation to deployment and monitoring—with strong engineering collaboration to deliver scalable solutions and measurable business value.

The role focuses on NLP, CV, robotics or related AI areas, requires Python with PyTorch or TensorFlow, and a solid background