PlumeDesign

Sr. WiFi Systems & Algorithms Engineer

Denver, CO
USD 139k - 163k
Machine Learning SQL Python
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Description

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 50 million locations globally and have managed over 2.5 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 Communications Service Providers (CSPs) 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.

Plume is building its WiFi Systems and Algorithms team to take its Adaptive WiFi capabilities to its next phase of evolution. We have an exciting roadmap with WiFi 6E and WiFi 7 products getting rolled out in the market and this brings a lot of opportunities to innovate and develop algorithms to use and manage these additional capabilities of WiFi networks from the Cloud, to deliver best in class WiFi performance. We also have to continuously monitor and improve on the existing algorithms that have been deployed and delivering value to the customers. At the end of the day, we derive happiness from giving an optimal WLAN experience to our customers.

Be the member of a team that will define and architect Plume’s solution to monitor, control, and optimize WiFi Mesh networks. Be part of the exciting growth of a “unicorn” start-up company!

What you will do:

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

Who you are:

  • At least four years experience in building IEEE 802.11 WLAN products esp. WiFi 4, WiFi 5, WiFi 6/6E. Knowledge of WiFi 7 features and improvements over WiFi 6/6E.
  • Working knowledge with WiFi Mesh systems will be preferred.
  • Extensive experience in measurement procedures and deep knowledge of Wireless LAN performance parameters
  • Experience working on WLAN Management layer protocols to monitor, control and maintain wireless networks at optimal performance and user experience, like but not limited to Roaming and Steering.
  • Deep knowledge of WiFi MAC and Phy layer parameters that impact overall WLAN experience.
  • Proficiency in data analysis is a must. Experience in machine learning is desirable
  • Strong programming skills in SQL and Python required
  • BS in Electrical Engineering, Electronics and Communications Engineering, Computer Science, Systems, or Data Science. M.S/PhD in the above faculties will be preferred.

Total Compensation package would include: anticipated salary range of $139,000 - $163,500 + bonus + equity + benefits.  Benefits include: a 401k plan and a company match, basic life insurance plus unparalleled health, dental, vision and other benefits and perks. Please see here for more details.

An employee’s base salary and its position within the range may depend on a number of factors including job related knowledge, education, skills, experience and other business related considerations. Published ranges are provided in good faith at the time of posting.

About Plume

As the creator of the only open, hardware-independent, cloud-controlled experience platform for CSPs and their subscribers, Plume partners with over 350 CSP 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 CSPs to decouple their service offerings from hardware and rapidly curate and deliver new services over a multi-vendor, open-platform architecture.  

Backed by investors such as Insight Partners and SoftBank Vision Fund 2, Plume is now valued at $2.6B, having added over $500M in funding in 2021 alone.

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.

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