استخدام Senior Machine Learning engineer (LLM)
شرح موقعیت شغلی
About Role:
This Position supports our efforts in expanding the Poirot model version 3 and enhancing and developing advanced LLM models. This role will also be crucial in maintaining and enhancing our MLOps infrastructure, ensuring seamless deployment, monitoring, and scalability of our machine learning solutions. The addition of this position is essential to drive our technological innovation, improve model performance, and streamline our operational processes.
Responsibility:
This Position supports our efforts in expanding the Poirot model version 3 and enhancing and developing advanced LLM models. This role will also be crucial in maintaining and enhancing our MLOps infrastructure, ensuring seamless deployment, monitoring, and scalability of our machine learning solutions. The addition of this position is essential to drive our technological innovation, improve model performance, and streamline our operational processes.
Responsibility:
- Rollout Poirot model to mid-level cities and small cities
- Maintaining the Airflow, MLFlow
- Contribute to Investigating and developing open-source fine-tuned high-quality LLM models
- Design and run experiments to evaluate model outcomes
- Experience in deploying scalable machine learning solutions in production
- Recommending, developing and implementing ways to improve data reliability, efficiency and quality
- Supporting translation of data business needs into technical system requirements
Requirements:
- Proficiency in Python
- TensorFlow/PyTorch/Scikit-learn and other ML frameworks
- PySpark/AirFlow
- Docker
- Kubernetes
- Helm/CI/CD
- Airflow, Dataflow
- SQL(PostgreSQL)
Preferred Qualifications (optional)
- Goland
- LangChain
- GPU in Kubernetes
مهارتهای مورد نیاز
- Python
- Docker
- SQL
حداقل سابقه کار
- سه تا شش سال
جنسیت
- مهم نیست
وضعیت نظام وظیفه
- مهم نیست