Senior Software Algorithm Expert

Key Skills

Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch

Job Description

• Software optimization related to data structures, OS and database in order to improve the utilization of hardware resources including CPU and memories to the best.
• Abstract network services and build data models to realize high efficient network management and resource allocation.
• Responsible for service creation in complex telecom network scenarios:
  • a)Rapid search, creation and updating of service forward path within a network element.
  • b)Rapid service path creation in optical and electrical layer merged network scenarios.
• Responsible? for the optimization of existing algorithm and the improvement of computing power:
  • a)Optimization of internal algorithms used by products
  • b)Performance tuning and tweaking of software system.
• Exploit the capabilities of hardware resources and improve the utilization to the extreme.

Qualifications

• Experience in algorithm and architecture design and development of large-scale complex software.
• Experience in network path planning and optimization. Capability of designing the model, architecture and solution of algorithms and validating the algorithm via simulation.
• Capability of service abstraction and information modelling. Capable of analyzing and decomposing complex service scenarios and building standard service models.
• Experience in mathematic modelling, data analysis and algorithm design.
• Experience in refactoring of large-scale software.
• Experience in developing and optimization of large-scale software with limited hardware resources.
• Proficient in modern C++ or Java, familiar with Python and Matlab modeling languages, familiar with design models.
• Proficient in algorithm design especially in graph theory, optimization, heuristic algorithms and deep learning.
• Proficient in data structure especially in tree-based high-efficient search and sorting.
• Familiar with the kernel and architecture of Linux, memory management, task scheduling and file system.