Data Scientist – Personalization & Search for Fashion AI

LC Waikiki; Fatih; Sur place; TRY 350 000 - 550 000; Plein temps

Avantages offerts par ce poste

Discounts on LC Waikiki products

Professional development opportunities

Résumé du poste

LC Waikiki is seeking a Mid/Senior Data Scientist to advance personalization, recommendation, and search systems across our fashion platforms. You will design pipelines, deploy retrieval and ranking models, and drive business impact through data-driven decisions.

You will work with text, image, and behavioral signals, leveraging multimodal embeddings and vector databases to enhance product discovery and customer experience.

Qualifications

• Minimum of 2 years of experience in Data Science, ML, Personalization, Recommendations, or related domains.
• Strong proficiency in Python and modern ML development practices.
• Solid understanding of supervised learning and tree-based methods (LightGBM, XGBoost, CatBoost, Random Forests).
• Hands-on with deep neural networks including retrieval and ranking models for personalization.
• Experience with TensorFlow, TF Recommenders, PyTorch or similar frameworks.
• Deep knowledge of retrieval architectures: dense, sparse, and hybrid; semantic and vector search.

Responsabilités

• Design and build personalization, recommendation, and search systems.
• Develop and optimize personalized ranking and product retrieval pipelines.
• Work with multimodal representations for fashion-focused discovery tasks.
• Collaborate with stakeholders to translate ML insights into business impact.
• Evaluate model performance, run experiments, and communicate outcomes.

Connaissances

Python

Machine Learning

LightGBM

XGBoost

CatBoost

Random Forests

Deep Learning

TensorFlow

PyTorch

TensorFlow Recommenders

Retrieval Models

Semantic Search

Vector Search

FAISS

Milvus

Vertex AI Vector

Azure Cognitive Search

Pinecone

Weaviate

SQL

Cloud (GCP/Azure)

Outils

FAISS

Milvus

Vertex AI

Azure Search

Pinecone

Weaviate

Description du poste

LC Waikiki is seeking a Mid/Senior Data Scientist to advance personalization, recommendation, and search systems across our fashion platforms. You will design pipelines, deploy retrieval and ranking models, and drive business impact through data-driven decisions.

You will work with text, image, and behavioral signals, leveraging multimodal embeddings and vector databases to enhance product discovery and customer experience.