Telecoms Data Scientist
We are seeking a qualified Telecoms Data Scientist to play a crucial role in analyzing large datasets relating to telecommunications network performance, user behavior, and network optimization. Expertise in 5G Wireless communication is preferred.
In this role you will…
- Collect, preprocess, and analyze large volumes of telecommunications data, including network logs, RF spectrum measurements, and environmental sensor data.
- Clean, transform, and organize raw data to prepare it for analysis, ensuring data integrity and quality.
- Conduct exploratory data analysis to uncover insights and trends related to RF spectrum utilization, network performance, and environmental factors.
- Develop statistical models and machine learning algorithms to extract actionable insights and optimize RF spectrum usage.
- Collaborate with cross-functional teams, including RF engineers, software developers, and product managers, to translate data-driven insights into innovative solutions.
- Design and implement algorithms for RF interference detection, mitigation, and localization, contributing to the enhancement of RF environmental awareness capabilities.
- Stay abreast of the latest advancements in telecommunications, RF spectrum management, and data science techniques, incorporating new methodologies and technologies into our analytical workflows.
The ideal candidate would possess…
- Master’s or Doctorate degree in Computer Science, Data Science Electrical Engineering, Statistics, or a related field.
- Proven experience as a Data Scientist or similar role, with a focus on analyzing telecommunications data.
- Strong background in RF communication principles, wireless networking technologies, and RF spectrum management.
- Expertise in data analysis, statistical modeling, and machine learning techniques, with proficiency in Python, R, or other programming languages.
- Experience working with large-scale datasets and distributed computing frameworks.
- Familiarity with telecommunications network performance measurement tools and protocols.
- Excellent analytical, problem-solving, and critical-thinking skills.
- Strong communication and collaboration abilities, with the ability to present complex findings clearly and concisely.
- Ability to thrive in a fast-paced, innovative environment and manage multiple projects simultaneously.
Top Skills
What We Do
DGS is a next-gen software platform for wireless deployments that characterizes the Radio Frequency environment across multiple dimensions. Shaped by a holistic view of the wireless spectrum, the DGS portfolio of patented technologies is deep, wide, and well-structured. These technologies are highly applicable, defensible, and desirable to a broad range of licensees.
DGS offers two main solutions: wireless network optimization and critical asset protection.
As LTE and 5G push the limits of the Radio Frequency spectrum as a resource, DGS’s Wireless Network Optimization supports today and tomorrow’s wireless infrastructure. DGS CLEARSITE technology and software analyze and optimize an array of RF spectrum applications and network operations, all in real-time. Its functions include spectrum utilization, interference analysis, competitive benchmarking, dynamic spectrum sharing, and infrastructure management.
DGS also addresses threats from Radio Frequency-enabled devices– just as innovation has delivered increased capability, RF-enabled devices significantly increase vulnerability and risk. DGS’s Critical Asset Protection now includes components that defend against Radio Frequency threats. DGS CLEARSKY technology includes drone threat management, anomalous signal detection, and RF situational awareness.
DGS has a unique vantage point on the future of wireless networks, and has been awarded approximately 100 patents, with 25 patents pending for the advancement of spectrum monitoring and RF data management. These enable the capture and analysis of wideband spectrum data at the point of intercept for applications that deliver real-time situational awareness.
Efficient, quality-driven, and reliable, DGS transforms today’s communication networks while ushering in tomorrow’s 5G services.
