Plume Labs

Sr. Wi-Fi Systems & Algorithms Engineer

Plume Labs$186K — $220K *
Telecommunications & Hardware
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's degree in Electrical Engineering, Computer Science, Data Science or related field.
  • 3 years of experience in Software or Systems Engineering.
  • Proven experience with IEEE 802.11 WLAN products (Wi-Fi 4, 5, 6/6E).
  • Hands-on with Wi-Fi Mesh systems and measurement procedures for WLAN performance.
  • Familiarity with WLAN Management layer protocols and Wi-Fi MAC/Phy layer parameters.
  • Proficient in SQL and Python programming languages.
  • Experience with cloud-based distributed systems.

Responsibilities

  • Design and implement algorithms for optimal Wi-Fi performance in the cloud.
  • Determine key Wi-Fi metrics from clients and access points to enhance user experience.
  • Identify controllable parameters to improve Wi-Fi links in complex environments.
  • Analyze statistical data to create effective architectural solutions for Wi-Fi management.
  • Develop real-time and offline algorithms utilizing machine learning and optimization techniques.
  • Establish monitoring methods to evaluate Wi-Fi network quality and connectivity.
  • Create statistics and dashboards to inform service providers about network status.

Benefits

  • Telecommuting permitted based on company policy.
Full Job Description
Role Description:

We are looking for someone to help hesign and implement optimal algorithms in the cloud by leveraging features offered by existing and new Wi-Fi standards like Wi-Fi 7, culminating in an optimal Wi-Fi network performance. Determine appropriate Wi-Fi metrics originating from both Wi-Fi clients and Wi-Fi Access Points to accurately assess and improve Quality of Experience. Determine parameters that can be controlled on Wi-Fi clients and in the Wi-Fi infrastructure Access Points, that can improve performance of Wi-Fi links in complicated environments. Analyze collected stats, and on the basis of observations, define architecture and algorithms for managing Wi-Fi connections. Implement the architecture into real time and offline algorithms, including machine learning and formal optimization. Define monitoring methods to show the quality of Wi-Fi networks and its constituents links. Define statistics and dashboards allowing service providers to understand the status and quality of connections across their entire network. Telecommuting permitted pursuant to company policy.

Salary: $186,056 - $220,000 per year

Education Requirements:
  • Master's degree or foreign equivalent in Electrical Engineering, Electronics and Communications Engineering, Computer Science, Data Science, or related field.

Experience Requirements:
  • Three (3) years of experience in the position offered, as a Software Engineer, Systems Engineer, or related occupation.
  • Must have experience with the following: building IEEE 802.11 WLAN products (Wi-Fi 4, Wi-Fi 5, Wi-Fi 6/6E); Wi-Fi Mesh systems; measurement procedures and Wireless LAN performance parameters; working on WLAN Management layer protocols to monitor, control and maintain wireless networks at optimal performance and user experience; Wi-Fi MAC and Phy layer parameters that impact overall WLAN experience; SQL and Python; and Cloud based distributed systems.

About Plume Labs

Plume Labs is an environmental technology company that provides air quality monitoring solutions for individuals, businesses, and governments. The company was founded in 2014 by a team of scientists, engineers, and designers with the goal of making air pollution visible and actionable. Plume Labs' products include personal air quality monitors, air quality maps, and air quality forecasts. The company's technology uses machine learning algorithms to analyze data from a variety of sources, including satellites, ground sensors, and weather models. Plume Labs' mission is to empower people to take control of their exposure to air pollution and to work towards a cleaner, healthier future.
Learn more about Plume Labs
Size
50 employees
Industry
Net Income
-$500,000
Founded
2014
5 Year Trend
+50%
Revenue
$2 million

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