استخدام Senior Machine Learning Engineer
شرح موقعیت شغلی
Digikala, the largest e-commerce platform in Iran, is looking for high-caliber senior machine learning engineers to help us improve our products and deliver a world-class experience for our customers. In this position, you are supposed to:
- Own and lead complex machine learning initiatives from ideation and planning through model design, development, deployment, and monitoring, making key technical decisions independently
- Partner closely with Product Managers to define requirements, identify opportunities, and integrate machine learning capabilities into new and existing products
- Discover and prioritize high-impact use cases across the customer journey and business operations where Big Data, AI, and Machine Learning can create measurable value
- Design, develop, deploy, and maintain scalable, reliable, and efficient machine learning systems and services
- Collaborate with Data Scientists, Software Engineers, and Product teams to productionize models and continuously improve their performance, scalability, and reliability
- Build and maintain data pipelines, feature engineering workflows, and model serving infrastructure to support production ML applications
- Communicate complex machine learning concepts, system designs, and analytical findings clearly and effectively to cross-functional stakeholders
Requirements
- MS/BS in Computer Science, Statistics, Engineering, or a related field
- 2+ years of experience as a Machine Learning Engineer, preferably in an e-commerce environment
- Strong proficiency in Python and the broader machine learning ecosystem
- Solid understanding of software engineering principles, development methodologies, and production-grade coding practices
- Strong knowledge of machine learning algorithms, model training, evaluation, deployment, and lifecycle management
- Hands-on experience with MLOps practices, CI/CD pipelines, model monitoring, and experimentation frameworks
- Deep understanding of relational databases, big data technologies, and NoSQL databases
- Proven ability to translate business and customer needs into impactful machine learning solutions
- Excellent communication and collaboration skills, with experience presenting technical concepts, project plans, and outcomes to both technical and non-technical stakeholders
- Demonstrated ability to independently deliver machine learning projects end-to-end, from problem definition and implementation to testing, deployment, and ongoing monitoring
مهارتهای مورد نیاز
- Python
- Machine learning
- tensorflow
حداقل سابقه کار
- بیش از شش سال
حقوق
- حقوق حقوق پایه (وزارت کار)
جنسیت
- مهم نیست
وضعیت نظام وظیفه
- معافیت تحصیلی معافیت دائم پایان خدمت