Sr. Wi-Fi Systems & Algorithms Engineer

Posted 3 Days Ago
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Palo Alto, CA, USA
In-Office
186K-220K Annually
Senior level
Big Data • Internet of Things • Machine Learning
The Role
Design and implement cloud-based algorithms and architectures to optimize Wi‑Fi network performance using new standards (Wi‑Fi 7), client and AP metrics, ML and formal optimization. Analyze wireless measurements, define controllable parameters, build real-time and offline solutions, and create monitoring, statistics, and dashboards for service providers.
Summary Generated by Built In

Life at Plume

At Plume, we believe that technology isn't about moving faster, it's about making life’s moments better. Which is why we’ve built the world's first, and only, open and hardware-independent service delivery platform for smart homes, small businesses, enterprises, and beyond. Our SaaS platform uses WiFi, advanced AI, and machine learning to create the future of connected spaces—and human experiences—at massive scale.

We now deliver services to over 60 million locations globally and have managed over 3 billion devices on our platform. We’re expanding rapidly, pioneering a new category, and we achieved our Series F funding in just four years. Our customers include many of the world's largest Internet Service Providers (ISPs) who look to Plume to help them evolve their smart home offerings while gleaning insights from their own data. 

With a bias for action and a love for being trailblazers, the team at Plume embodies a combination of relentless curiosity and imaginative innovation. We challenge ourselves to think in ways that other companies don't, work to do what should be done (rather than what can), and if we can’t do it exceptionally well, we don’t do it. It’s how we've assembled a team of world-class builders, thinkers, and doers. And it’s how we’re reinventing what’s possible every day.

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

As the creator of the only open, hardware-independent, cloud-controlled experience platform for ISPs and their subscribers, Plume partners with over 400 ISP customers, including some of the world’s largest such as Comcast, Charter, Liberty Global, and J:COM. 

Using OpenSync, the most widely supported open-source, silicon-to-cloud framework for smart spaces, Plume’s software-defined network allows ISPs to decouple their service offerings from hardware and rapidly curate and deliver new services over a multi-vendor, open-platform architecture.  

Plume is an equal opportunity workplace that maintains a continuing policy of nondiscrimination in all employment practices and decisions, ensuring equal employment opportunities for all qualified individuals without regard to race, color, creed, religion, sex, national origin, age, physical or mental disability, sexual orientation, gender identity, marital status, pregnancy, childbirth or related individual conditions, medical conditions (as defined by state law), military or veteran status, or any other characteristic protected by federal, state or local law.

Skills Required

  • Master's degree or foreign equivalent in Electrical Engineering, Electronics and Communications Engineering, Computer Science, Data Science, or related field.
  • Three years of experience as a Software Engineer, Systems Engineer, or related occupation.
  • Experience building IEEE 802.11 WLAN products (Wi‑Fi 4, Wi‑Fi 5, Wi‑Fi 6/6E).
  • Experience with Wi‑Fi Mesh systems.
  • Knowledge of measurement procedures and Wireless LAN performance parameters.
  • Experience working on WLAN Management layer protocols to monitor, control, and maintain wireless networks.
  • Knowledge of Wi‑Fi MAC and PHY layer parameters that impact WLAN experience.
  • Experience with SQL and Python.
  • Experience with cloud-based distributed systems.
  • Familiarity with Wi‑Fi 7 features and leveraging new Wi‑Fi standards.
  • Experience implementing algorithms including machine learning and formal optimization.
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The Company
HQ: Palo Alto, CA
611 Employees
Year Founded: 2015

What We Do

The world’s first SaaS experience platform for Communications Service Providers. At Plume, we believe that technology isn't about moving faster. It's about making moments better. Which is why we've brought relentless focus to understanding the digital lifestyles people want to live, the spaces where they play out, and innovating ways to make digital experiences blossom. As the only open and hardware-independent solution, Plume enables the rapid delivery of new services for connected homes, small business, and beyond at massive scale. For residential subscribers, Plume delivers self-optimizing WiFi, cyber-security, access controls, and more. Our purpose-built suite of smart services turns small business networks into fully connected, business intelligence platforms. And Service Providers get robust back-end applications for unprecedented visibility and support. Our goal is simple: to keep you in the flow with any experiences you turn on. And to help you fill the spaces that matter to you with all kinds of wonderful. With a bias for action and love for breaking molds, the team at Plume embodies a combination of relentless curiosity and imaginative innovation. We constantly challenge ourselves to think in ways that other companies don't, and work to do what should be done (rather than what can). It’s how we've assembled a team of world-class engineers, thinkers, and doers. And it’s how we’re reinventing what’s possible every day. We believe that the core competitive advantage in the over-the-top era resides in the ability to create new services at high cadence, deploy them at massive scale, and to orchestrate through a common data set. Our flexible, cloud-controlled platform paired with an open-source software stack decouples service creation and delivery from dependence on proprietary hardware.

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