Data Engineer – Applied ML
Similarweb
שכר לא צויןTel Aviv, Israel, היברידיסניורמשרה מלאה
משרה חיצונית, ההגשה באתר החברהאושר שהמשרה פתוחה לפני 9 שעות
Build production pipelines that classify, normalize, structure, and match product, brand, and category data at scale. Apply LLMs, embeddings, and classical ML to create a trusted view of data from retailers and marketplaces.
מה תעשו
- Build LLM-powered and ML-based pipelines for product, brand, and category data.
- Create agentic workflows using LangGraph or similar frameworks.
- Scale data solutions across billions of records using Spark, Databricks, and cloud infrastructure.
- Build evaluation frameworks with ground-truth datasets, quality metrics, and monitoring.
- Take solutions from proof of concept to production and own them after launch.
- Work with Product and R&D teams to define requirements and improve infrastructure.
דרישות
- B.Sc. or M.Sc. in Computer Science, Data Science, Mathematics, or a relevant field.
- 4+ years of hands-on experience as a data engineer, ML engineer, or data scientist, with production solutions.
- Strong Python skills and ability to write production-quality code.
- Hands-on experience building production LLM applications, including prompt engineering, structured outputs, RAG, embeddings, and evaluation.
- Experience processing large-scale data with Spark/PySpark, Databricks, or similar on AWS or another cloud.
יתרון
- Experience with taxonomies, entity resolution, or product/e-commerce data.
- Experience fine-tuning or deploying open-source models.
תנאי סף
- B.Sc. or M.Sc. in Computer Science, Data Science, Mathematics, or a relevant field
- 4+ years of hands-on experience as a data engineer, ML engineer, or data scientist
- Strong Python skills
- Experience building production LLM applications
הטבות
- עבודה היברידית עם אפשרות לעבוד חלקית מהבית.
- תקציב והזדמנויות ללמידה ולהתפתחות מקצועית.
- פעילויות צוות ומפגשים חברתיים.
PythonLLMsLangGraphLangChainNLPSparkDatabricksEmbeddings