[AUDITORY] AAVAA is hiring Embedded Hardware/SoftwareEngineers and Machine Learning Engineers (Naeem Komeilipoor )

Subject: [AUDITORY] AAVAA is hiring Embedded Hardware/SoftwareEngineers and Machine Learning Engineers From: Naeem Komeilipoor <n.komeilipoor@xxxxxxxx> Date: Fri, 1 May 2020 13:15:56 -0400 --0000000000004c734c05a49956ae Content-Type: text/plain; charset="UTF-8" Content-Transfer-Encoding: quoted-printable Dear Auditory List, From AAVAA, we would like to express our concern for all those who have experienced any effects from COVID-19 and wish you good health. In line with social distancing, we have remote positions for *Embedded Hardware/Software Engineers *and* Machine Learning Engineers *available at AAVAA, which may evolve to be in-office positions as the situation changes. Positions are available at different levels, including: - Full-time employees - Part-time employees - Interns - Paid visiting graduate and postdoc trainees AAVAA is dedicated to increasing diversity in technology; therefore, candidates of all backgrounds are encouraged to apply. With AAVAA, you will be involved in building a unique listening device that allows everyone to hear what matters by processing their surrounding sounds based on input from their brain and biosignals. Our goal is to give people control of their auditory environment, enhance the sounds they want to hear, and suppress distracting noise. With AAVAA you get: - The chance to solve one of the biggest challenges of human health - Generous vacation, salary, and benefits program - Work in the leading deep tech start-up incubator, TandemLaunch, surrounded by start-ups with specialists who are building the future wit= h you - A safe and healthy work environment *Embedded Hardware/Software Engineer:* Required to have experience with: =C2=B7 ARM-based 32-bit microcontrollers =C2=B7 Schematics and PCB layout routing =C2=B7 Standard electrical design tools (e.g., Altium) =C2=B7 Mixed-signal circuits with digital and analog circuit design =C2=B7 Low noise amplifier circuits and filter design =C2=B7 Low power communication protocols (e.g., Bluetooth 5 and its s= tack structure) =C2=B7 Low-level firmware development (e.g., ADC, Timers, SPI, I2C, U= ART) =C2=B7 Software development environments (e.g., Keil) =C2=B7 Real-time operating systems and state machines =C2=B7 Software debugging and root-cause analysis practices Nice to have experience with: =C2=B7 FPGA and neural network accelerators =C2=B7 Design for mass production and Design for Cost rules =C2=B7 Interfacing gyroscopes, accelerometers =C2=B7 Signal processing and machine learning =C2=B7 CAD tools =C2=B7 HAL and bare metal coding =C2=B7 Python and C++ programing =C2=B7 Github *Machine Learning Engineer:* Required to have experience with: =C2=B7 Deep learning algorithms such as CNN, DNN, RNN, GAN, LSTM =C2=B7 Classical machine learning approaches (e.g., SVM, KNN, Naive B= ayes) =C2=B7 High-level programming skills in Python, Matlab, C, C++, Java,= etc. =C2=B7 Knowledge in deep learning frameworks (e.g., PyTorch, TensorFl= ow, Keras, Scikit) =C2=B7 Github Nice to have experience with: =C2=B7 Techniques in signal processing, feature extraction, time seri= es analysis, etc. =C2=B7 Digital signal processing with experience in biosignal and sou= nd analysis =C2=B7 Software development and architecture design If you are meticulous, a problem solver, and a team player, you will feel right at home. *Please send your cover letter, a CV or resume, and contact information for 2 references to info@xxxxxxxx <info@xxxxxxxx>.* For more information, please email info@xxxxxxxx, or visit www.aavaainc.com. Best wishes, Naeem Komeilipoor Co-founder and technical lead --0000000000004c734c05a49956ae Content-Type: text/html; charset="UTF-8" Content-Transfer-Encoding: quoted-printable <div dir=3D"ltr">Dear Auditory Lis= t, From AAVAA, we would like to expre= ss our concern for all those who have experienced any effects from COVID-19 and wish you good health.= In line with social distancing, we= have remote positions for Embedded Hardware/Software Engineers and Machine Learning Engineers avail= able at AAVAA, which may evolve to be in-office positions as the situation changes.=C2=A0 Positions are available at differe= nt levels, including: <ul style=3D"margin-top:0in;margin-bottom:0in" type=3D"disc"> <li class=3D"MsoNormal" style=3D"color:black;text-align:justify;vertical-a= lign:baseline;margin:0in 0in 0.0001pt;font-size:12pt;font-family:Calibri,sa= ns-serif">Ful= l-time employees</li> <li class=3D"MsoNormal" style=3D"color:black;text-align:justify;vertical-a= lign:baseline;margin:0in 0in 0.0001pt;font-size:12pt;font-family:Calibri,sa= ns-serif">Par= t-time employees=C2=A0</li> <li class=3D"MsoNormal" style=3D"color:black;text-align:justify;vertical-a= lign:baseline;margin:0in 0in 0.0001pt;font-size:12pt;font-family:Calibri,sa= ns-serif">Int= erns=C2=A0</li> <li class=3D"MsoNormal" style=3D"color:black;margin:0in 0in 8pt;text-align= :justify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-se= rif">Paid visiting graduate and postdoc trainees</li> </ul> AAVAA is dedicated to increasing d= iversity in technology; therefore, candidates of all backgrounds are encouraged to apply.<sp= an style=3D"font-family:"Times New Roman",serif"> With AAVAA, you will be involved i= n building a unique listening device that allows everyone to hear what matters by processing their surrounding sounds based on input from their brain and biosignals. Our goal= is to give people control of their auditory environment, enhance the sounds th= ey want to hear, and suppress distracting noise. With AAVAA you get: <ul style=3D"margin-top:0in;margin-bottom:0in" type=3D"disc"> <li class=3D"MsoNormal" style=3D"color:black;text-align:justify;vertical-a= lign:baseline;margin:0in 0in 0.0001pt;font-size:12pt;font-family:Calibri,sa= ns-serif">The chance to solve one of the biggest challenges of human health=C2=A0</s= pan></li> <li class=3D"MsoNormal" style=3D"color:black;text-align:justify;vertical-a= lign:baseline;margin:0in 0in 0.0001pt;font-size:12pt;font-family:Calibri,sa= ns-serif">Gen= erous vacation, salary, and benefits program=C2=A0</li> <li class=3D"MsoNormal" style=3D"color:black;text-align:justify;vertical-a= lign:baseline;margin:0in 0in 0.0001pt;font-size:12pt;font-family:Calibri,sa= ns-serif">Wor= k in the leading deep tech start-up incubator, TandemLaunch, surrounded by start-ups with specialists who are building the future with you=C2=A0<= /span></li> <li class=3D"MsoNormal" style=3D"color:black;margin:0in 0in 8pt;text-align= :justify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-se= rif">A safe and healthy work environment</li> </ul> =C2=A0 Embedded Hardware/Software Engi= neer: <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.25in;text-align:j= ustify;background-image:initial;background-position:initial;background-size= :initial;background-repeat:initial;background-origin:initial;background-cli= p:initial;font-size:12pt;font-family:Calibri,sans-serif">Required to have ex= perience with:=C2=A0 =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 ARM-based 32-bit microcontrollers =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Schematics and PCB layout routing =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Standard electrical design tools (e.g., Altium) =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Mixed-signal circuits with digital and analog circuit design=C2=A0 =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Low noise amplifier circuits and filter design =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Low power communication protocols (e.g., Bluetooth 5 and its stack structure) =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Low-level firmware development (e.g., ADC, Timers, SPI, I2C, UART)</spa= n> =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Software development environments (e.g., Keil) =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Real-time operating systems and state machines =C2=B7=C2=A0=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0 Software debugging and root-cause = analysis practices <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.25in;text-align:j= ustify;background-image:initial;background-position:initial;background-size= :initial;background-repeat:initial;background-origin:initial;background-cli= p:initial;font-size:12pt;font-family:Calibri,sans-serif">Nice to have experi= ence with: =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 FPGA and neural network accelerators =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Design for mass production and Design for Cost rules</sp= an> =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Interfacing gyroscopes, accelerometers =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Signal processing and machine learning=C2=A0=C2=A0 =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 CAD tools =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 HAL and bare metal coding =C2=B7=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Python and C++ programing=C2=A0 =C2=B7=C2=A0=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0 Github Machine Learning Engineer:</spa= n>= Required to have experience with: =C2=B7<spa= n style=3D"font-variant-numeric:normal;font-variant-east-asian:normal;font-= stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New= Roman"">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Deep learning algorithms such as CNN, DNN, RNN, GAN, LSTM =C2=B7<spa= n style=3D"font-variant-numeric:normal;font-variant-east-asian:normal;font-= stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New= Roman"">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Classical machine learning approaches (e.g., SVM, KNN, Naive Bayes) =C2=B7<spa= n style=3D"font-variant-numeric:normal;font-variant-east-asian:normal;font-= stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New= Roman"">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 High-level programming skills in Python, Matlab, C, C++, Java, etc. =C2=B7<spa= n style=3D"font-variant-numeric:normal;font-variant-east-asian:normal;font-= stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New= Roman"">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Knowledge in deep learning frameworks (e.g., PyTorch, TensorFlow, Keras, Scikit) <s= pan style=3D"font-size:10pt;font-family:Symbol;color:black">=C2=B7=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Github Nice to have experience with:<= /span> =C2=B7<spa= n style=3D"font-variant-numeric:normal;font-variant-east-asian:normal;font-= stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New= Roman"">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Techniques in signal processing, feature extraction, time series analysis, etc.=C2=A0 =C2=B7<spa= n style=3D"font-variant-numeric:normal;font-variant-east-asian:normal;font-= stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New= Roman"">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Digital signal processing with experience in biosignal and sound analysis =C2=B7<spa= n style=3D"font-variant-numeric:normal;font-variant-east-asian:normal;font-= stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New= Roman"">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 Software development and architecture design <spa= n style=3D"color:black;font-family:"Times New Roman",serif;font-s= ize:12pt;text-align:justify">If you are meticulous, a problem solver, and a= team player, you will feel right at home.=C2=A0</spa= n> Please send your cover letter, = a CV or resume, and contact information for 2 references to <a href=3D"mailto:info@xxxxxxxx" target= =3D"_blank">info@xxxxxxxx</a>. For more information, please email= <a href=3D"mailto:info@xxxxxxxx" target=3D"_blank">info@xxxxxxxx</= a>, or visit <a href=3D"http://www.aavaainc.com" target=3D"_blank">www.aavaainc.com</a>.= =C2=A0=C2=A0 Best wishes, Naeem KomeilipoorCo-founder and technical lead </div> --0000000000004c734c05a49956ae--

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DAn Ellis <dpwe@ee.columbia.edu>
Electrical Engineering Dept., Columbia University