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للتوسع، وإمكانية المراقبة\r\n التعاون مع فرق متعددة التخصصات — لترجمة معماريّات الذكاء الاصطناعي التوليدي المعقدة إلى ميزات مستقرة وقابلة للصيانة تدعم تسليم المنتج\r\n كتابة وتحليل وثائق التصميم التقني والمشاركة الفعّالة في قرارات التنفيذ\r\n النشر في بيئة الإنتاج باستخدام أفضل الممارسات الصناعية المتعلقة بالتحكم بالإصدارات، وإدارة دورة حياة واجهات برمجة التطبيقات، والرصد (مثل اكتشاف التوليد الخاطئ (hallucination detection)، وانحراف الأوامر (prompt drift))\r\n \r\nما ستجلبه\r\n خبرة مثبتة في بناء ونشر تطبيقات تعتمد على الذكاء الاصطناعي التوليدي (GenAI)، ويفضل أن تكون في بيئات مؤسسية أو خاضعة للوائح تنظيمية\r\n فهم عميق للنماذج اللغوية الكبيرة (LLMs)، والبحث المتجهي، والتضمينات، وأنماط تصميم الذكاء الاصطناعي التوليدي (مثل RAG، وحماية أوامر التوجيه من الاختراق (prompt injection protection)، واستخدام الأدوات مع الوكلاء (agents))\r\n إجادة في لغة بايثون (Python) وخبرة في استخدام أطر العمل ومكتبات مثل LangChain، وTransformers، وHugging Face، وواجهات برمجة تطبيقات OpenAI (SDKs)\r\n خبرة في استخدام قواعد البيانات المتجهة مثل FAISS، أو Qdrant، أو Pinecone\r\n معرفة بالبنية التحتية السحابية (AWS، أو GCP، أو Azure) ومفاهيم MLOps الأساسية (CI/CD، المراقبة، التحميل في حاويات)\r\n عقلية تركز على التسليم — أنت تعرف كيف توازن بين السرعة، والجودة، والجدوى في المشاريع سريعة الحركة\r\n \r\nميزة إضافية\r\n خبرة في بناء منصات الذكاء الاصطناعي التوليدي متعددة المستأجرين (multi-tenant GenAI platforms)\r\n معرفة بمعايير الحوكمة والأمان للذكاء الاصطناعي في المستوى المؤسسي\r\n معرفة بالهياكل متعددة الوسائط (multi-modal architectures) (مثل النص + الصورة أو الصوت)\r\n معرفة بأساليب تحسين التكاليف الخاصة باستدلال النماذج اللغوية الكبيرة (LLM inference) واستخدام الرموز (tokens)\r\n \r\nهذا الدور ليس مناسبًا لـ\r\n الباحثين في تعلم الآلة الذين يركزون على تطوير النماذج الأكاديمية دون خبرة في التسليم\r\n علماء البيانات غير الملمين بالبحث المتجهي، أو هندسة أوامر التوجيه للنماذج اللغوية الكبيرة (LLM prompt engineering)، أو هندسة الأنظمة\r\n المهندسين الذين لم يُطلقوا منتجات الذكاء الاصطناعي التوليدي في بيئات التشغيل\r\n المزايا\r\nالمزايا وفرص النمو:\r\n·       راتب تنافسي ومكافآت أداء\r\n·       تأمين صحي شامل\r\n·       دعم التطور المهني والشهادات المهنية\r\n·       فرصة للعمل في مشاريع رائدة في مجال الذكاء الاصطناعي\r\n·       التعرض الدولي وفرص السفر\r\n·       ترتيبات عمل مرنة\r\n·       فرص التقدم الوظيفي في شركة ناشئة سريعة النمو في مجال الذكاء الاصطناعي\r\nيوفر هذا المنصب فرصة فريدة لتشكيل مستقبل تطبيق الذكاء الاصطناعي أثناء العمل مع فريق موهوب من المحترفين في طليعة الابتكار التكنولوجي. سيؤدي المرشح الناجح دورًا حاسمًا في دفع عجلة نجاح شركتنا في تقديم حلول ذكاء اصطناعي تحويلية لعملائنا.","price":"الراتب عند المقابلة","unit":"per 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المعمارية\r\n تحديد وقيادة استراتيجية منصة البيانات، بما يتماشى مع أهداف التحليلات، والذكاء الاصطناعi/التعلم الآلي، والاستخبارات التجارية.\r\n تصميم حلول قابلة للتوسع تشمل نماذج البحيرات المدمجة، وخطوط الأنابيب المستندة إلى الأحداث، واستراتيجيات التخزين متعددة السحابة.\r\n القيادة التقنية\r\n توجيه فرق الهندسة في بناء خطوط أنابيب بيانات دفعية وتدفقية قوية باستخدام أفضل الأدوات والإطارات.\r\n تحديد المعماريات المرجعية، والنماذج، والضوابط لتمكين مكونات منصة قابلة للتكرار، وآمنة، وأداء عالٍ.\r\n تمكين المكدس الحديث\r\n تقييم وتنفيذ أدوات عبر تنسيق البيانات، والتحويل، ومسار البيانات، والتصنيف، والرصد — مثل Airflow، dbt، Delta Lake، Kafka، Snowflake، Databricks.\r\n التنظيم من خلال التصميم\r\n دمج خصوصية البيانات، وتتبع مسار البيانات، والتحكم في الوصول ضمن النواة الأساسية للمنصة — لتمكين الامتثال لـ GDPR، HIPAA، واللوائح الصناعية.\r\n البنية التحتية الأصلية للسحابة\r\n تصميم هياكل معمارية فعالة من حيث التكلفة وقابلة للتوسع على AWS، Azure، أو GCP باستخدام البنية التحتية كأكواد (Terraform، CDK، إلخ)\r\n التوافق الوظيفي المتكامل\r\n التعاون مع قادة التحليلات، والمنتجات، والبنية التحتية لضمان تلبية المنصة لاحتياجات الأعمال الحالية والمستقبلية.\r\n التوجيه والتوسع\r\n رفع مستوى النضج الهندسي عبر الفريق من خلال مراجعات التصميم، والعيادات المعمارية، والتوجيه العملي.\r\n المتطلبات\r\n\r\n 8+ سنوات في مجال هندسة البيانات، أو العمارة، أو القيادة التقنية للمنصات\r\n خبرة مثبتة في تصميم منصات بيانات موزعة على نطاق واسع في بيئات سحابية\r\n خبرة قوية في هياكل بحيرات البيانات/البحيرات المدمجة، والتدفق، والمستودعات\r\n معرفة عملية بأدوات مثل Spark، Kafka، dbt، Airflow، Delta Lake، والتخزين والمعالجة الأصلية للسحابة (مثل S3 + EMR / BigQuery / Synapse)\r\n فهم قوي لنمذجة البيانات، وتصنيفها، وإصدارها، وتتبع مسارها، وضوابط الوصول\r\n مهارات اتصال ممتازة — القدرة على التأثير على مستويات الهندسة والإدارة العليا\r\n درجة البكالوريوس أو الماجستير في علوم الحاسوب، أو هندسة البيانات، أو مجال ذي صلة\r\n المؤهلات المفضلة\r\n شهادة سحابية (.AWS Certified Data Analytics، GCP Professional Data Engineer، إلخ)\r\n خبرة في نشر منصات البيانات في الصناعات الخاضعة للتنظيم (البنوك، الرعاية الصحية، القطاع العام)\r\n معرفة بنموذج شبكة البيانات (data mesh)، أو التصميم القائم على المجال (domain-driven design)، أو أنماط الحوكمة الموحدة\r\n خبرة في MLOps ودمج أعباء عمل الذكاء الاصطناعي/التعلم الآلي على منصات البيانات\r\n المزايا\r\nالمزايا وفرص النمو:\r\n·       راتب تنافسي ومكافآت أداء\r\n·       تأمين صحي شامل\r\n·       دعم التطوير المهني والشهادات\r\n·       فرصة للعمل على مشاريع ذكاء اصطناعي متطورة\r\n·       تعرض دولي وفرص سفر\r\n·       ترتيبات عمل مرنة\r\n·       فرص تقدم وظيفي في شركة ذكاء اصطناعي سريعة النمو\r\nتقدم هذه الوظيفة فرصة فريدة لتشكيل مستقبل تنفيذ الذكاء الاصطناعي أثناء العمل مع فريق موهوب من المحترفين في طليعة الابتكار التكنولوجي. سيؤدي المرشح الناجح دورًا حاسمًا في دفع نجاح شركتنا في تقديم حلول ذكاء اصطناعي تحويلية لعملائنا.\r\n","price":"الراتب عند المقابلة","unit":"per 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