Software/Electrical Engineers at Ivani are largely responsible for human understandable algorithm development and being able to flexibly handle development needs as they exist in the team. The job involves data analysis, writing various Python scripts, working with microprocessors and wireless communication devices, exploring machine learning techniques, and algorithm development. Most of the work is done in Python, but may involve embedded C and various other frameworks. In terms of development context, scripts may be developed on Windows, Linux, and other systems, Further duties include interfacing with cloud services as needed, working with 3rd party hardware, and writing analysis scripts for various purposes. Must enjoy working with wireless communications hardware, writing Python scripts, being flexible in day to day tasking, and having fun at the office.

Credentials:

• Strong Python skills, other languages always a plus
• Comfort working with embedded C
• Strong data analytics capabilities
• Senior Level- PhD and/or 5+ years experience
• Entry Level- M.S. Electrical/Computing/Software/Systems/Robotics Engineering

Machine Learning Engineers at Ivani help analyze the data collected by wireless communication networks, engineer features, and build models to enhance the classification of those features into the various data classes provided by Network Presence Sensing™ technology. Most of the work is done in Python, utilizing a wide range of Machine Learning techniques, from traditional ML models to more complex Deep Learning/Neural Networks. As a part of the Machine Learning team, a candidate would be comfortable working with not only the members of that team, but also the other teams within Ivani. Collaborations with respect to improving data collection, collaborative feature building, and machine learning model porting are all part of a day’s work. Candidates can also expect to support new concepts or develop across teams from time to time. Must enjoy manipulating data, working in higher dimensional space, and having fun at the office.

Credentials:

• Strong Python skills, other languages always a plus
• Comfort using a wide range of Machine Learning techniques to solve problems
• Strong data analytics capabilities
• Familiarity with time series data
• Senior Level- PhD and/or 5+ years of Machine Learning industry experience
• Entry Level- M.S. Computer Science, Software Engineering or similar

Embedded Software Engineers at Ivani are largely responsible for creating and maintaining the platform on which Network Presence Sensing is built. This largely involves working with a wide variety of wireless networking protocols, including but not limited to ZigBee, Thread, Bluetooth® Low Energy, WiFi, and Z-Wave, using chipsets and stacks provided by various vendors. Creating large networks of devices, separating those networks into detection areas, and generating communications between nodes on those networks requires a significant amount of effort. Most of the work is done in embedded C and managed in git repositories. Further duties include optimizing algorithms written by the other two dev teams at Ivani to run on embedded hardware, and supporting their needs with regards to wireless communications and networking. Must enjoy working with wireless communication stacks, complaining about design decisions made by the micro manufacturers, dealing with a wide range of customer requests, and having fun in the office.

Credentials:

• Strong embedded C skills, proficient in Python, other languages always a plus
• Experience with one or more short range wireless communication protocols (ZigBee, Thread, Bluetooth® Low Energy, WiFi, Z-Wave)
• Ability to work with a variety of microprocessors
• Senior Level- PhD and/or 5+ years experience with embedded systems
• Entry Level- M.S. Electrical/Computing/Software/Systems/Robotics Engineering

A tools engineer at Ivani is responsible for creating and maintaining various tools that will support the activities of the embedded, algorithm, and machine learning teams. The range of tools is wide and may include one-off scripts for data analysis, GUIs to simplify interacting with our system, scripts that set up and run tests on permanent hardware testbeds, scripts to simplify or automate building, etc. A qualified applicant should be able to create useful programs quickly in at least one language, and be willing to learn and use other languages as needed. Further duties will include proactively learning about the needs of other teams, maintaining existing tools, and supporting team members who need help outside their main programming language.

Must cringe at the phrase “Because we’ve always done it this way.” Must enjoy coding, making life easier for others, being a force multiplier for other engineers, and having fun at the office.

Credentials:

• Strong coding skills in at least one language
• Comfortable working with Python
• Comfortable making GUIs and dashboards
• Strong desire to improve everything