Re: [AUDITORY] AAVAA is hiring Embedded Hardware/SoftwareEngineers and Machine Learning Engineers ("Richard F. Lyon" )


Subject: Re: [AUDITORY] AAVAA is hiring Embedded Hardware/SoftwareEngineers and Machine Learning Engineers
From:    "Richard F. Lyon"  <dicklyon@xxxxxxxx>
Date:    Fri, 1 May 2020 21:29:20 -0700

--0000000000008432fa05a4a2be23 Content-Type: text/plain; charset="UTF-8" Content-Transfer-Encoding: quoted-printable Naeem, your company looks pretty exciting! But as a "senior", I was disappointed to see the ageism expressed on your website: "Be aged between 18 and 60 years old". Is this legal in Canada? Dick (age 68, not dead yet) On Fri, May 1, 2020 at 9:07 PM Naeem Komeilipoor <n.komeilipoor@xxxxxxxx> wrote: > 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 giv= e > people control of their auditory environment, enhance the sounds they wan= t > 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 w= ith > 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 > stack structure) > > =C2=B7 Low-level firmware development (e.g., ADC, Timers, SPI, I2C,= UART) > > =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 > Bayes) > > =C2=B7 High-level programming skills in Python, Matlab, C, C++, Jav= a, > etc. > > =C2=B7 Knowledge in deep learning frameworks (e.g., PyTorch, Tensor= Flow, > Keras, Scikit) > > =C2=B7 Github > > Nice to have experience with: > > =C2=B7 Techniques in signal processing, feature extraction, time se= ries > analysis, etc. > > =C2=B7 Digital signal processing with experience in biosignal and s= ound > 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 > > > --0000000000008432fa05a4a2be23 Content-Type: text/html; charset="UTF-8" Content-Transfer-Encoding: quoted-printable <div dir=3D"ltr"><div class=3D"gmail_default" style=3D"font-size:small">Nae= em, your company looks pretty exciting!=C2=A0 But as a &quot;senior&quot;, = I was disappointed to see the ageism expressed on your website: &quot;Be ag= ed between 18 and 60 years old&quot;.=C2=A0 Is this legal in Canada?</div><= div class=3D"gmail_default" style=3D"font-size:small"><br></div><div class= =3D"gmail_default" style=3D"font-size:small">Dick (age 68, not dead yet)</d= iv><div class=3D"gmail_default" style=3D"font-size:small"><br></div></div><= br><div class=3D"gmail_quote"><div dir=3D"ltr" class=3D"gmail_attr">On Fri,= May 1, 2020 at 9:07 PM Naeem Komeilipoor &lt;<a href=3D"mailto:n.komeilipo= or@xxxxxxxx">n.komeilipoor@xxxxxxxx</a>&gt; wrote:<br></div><blockquote c= lass=3D"gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-left:1px soli= d rgb(204,204,204);padding-left:1ex"><div dir=3D"ltr"><p class=3D"MsoNormal= " style=3D"margin:0in 0in 8pt;text-align:justify;font-size:12pt;font-family= :Calibri,sans-serif"><span style=3D"font-family:&quot;Times New Roman&quot;= ,serif;color:black">Dear Auditory List,</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">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.</span>= <span style=3D"font-family:&quot;Times New Roman&quot;,serif"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">In line with social distancing, we= have remote positions for <b>Embedded Hardware/Software Engineers </b>and<b> Machine Learning Engineers </b>avail= able at AAVAA, which may evolve to be in-office positions as the situation changes.=C2=A0</span><span style=3D"font-family:&quot;Times New Roman&quot;= ,serif"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">Positions are available at differe= nt levels, including:</span><span style=3D"font-family:&quot;Times New Roma= n&quot;,serif"></span></p> <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"><span style=3D"font-family:&quot;Times New Roman&quot;,serif">Ful= l-time employees</span></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"><span style=3D"font-family:&quot;Times New Roman&quot;,serif">Par= t-time employees=C2=A0</span></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"><span style=3D"font-family:&quot;Times New Roman&quot;,serif">Int= erns=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"><span style=3D"font-family:&quot;Times New Roman&quot;,serif">Paid visiting graduate and postdoc trainees</span></li> </ul> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">AAVAA is dedicated to increasing d= iversity in technology; therefore, candidates of all backgrounds are encouraged to apply.</span><sp= an style=3D"font-family:&quot;Times New Roman&quot;,serif"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">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.</span><span style=3D"font-fam= ily:&quot;Times New Roman&quot;,serif"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">With AAVAA you get:</span><span st= yle=3D"font-family:&quot;Times New Roman&quot;,serif"></span></p> <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"><span style=3D"font-family:&quot;Times New Roman&quot;,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"><span style=3D"font-family:&quot;Times New Roman&quot;,serif">Gen= erous vacation, salary, and benefits program=C2=A0</span></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"><span style=3D"font-family:&quot;Times New Roman&quot;,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"><span style=3D"font-family:&quot;Times New Roman&quot;,serif">A safe and healthy work environment</span></li> </ul> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt;font-size:12pt;font= -family:Calibri,sans-serif"><span style=3D"font-family:&quot;Times New Roma= n&quot;,serif">=C2=A0</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><b><span style=3D"font-family:&qu= ot;Times New Roman&quot;,serif;color:black">Embedded Hardware/Software Engi= neer:</span></b><span style=3D"font-family:&quot;Times New Roman&quot;,seri= f"></span></p> <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"><span style=3D"fon= t-family:&quot;Times New Roman&quot;,serif;color:black">Required to have ex= perience with:=C2=A0</span><span style=3D"font-family:&quot;Times New Roman= &quot;,serif"></span></p> <p class=3D"MsoNormal" style=3D"margin:12pt 0in 0.0001pt 0.75in;vertical-al= ign:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"= font-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-va= riant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;fon= t-size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">ARM-based 32-bit microcontrollers</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Schematics and PCB layout routing</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Standard electrical design tools (e.g., Altium)</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Mixed-signal circuits with digital and analog circuit design=C2=A0</span><span style=3D"color:bla= ck"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Low noise amplifier circuits and filter design</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Low power communication protocols (e.g., Bluetooth 5 and its stack structure)</span><span style=3D"= color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Low-level firmware development (e.g., ADC, Timers, SPI, I2C, UART)</span><span style=3D"color:black"></spa= n></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Software development environments (e.g., Keil)</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Real-time operating systems and state machines</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 12pt 0.75in;vertical-align:b= aseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-= size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-variant= -numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-siz= e:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2=A0=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">Software debugging and root-cause = analysis practices</span><span style=3D"color:black"></span></p> <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"><span style=3D"fon= t-family:&quot;Times New Roman&quot;,serif;color:black">Nice to have experi= ence with:</span><span style=3D"font-family:&quot;Times New Roman&quot;,ser= if"></span></p> <p class=3D"MsoNormal" style=3D"margin:12pt 0in 0.0001pt 0.75in;vertical-al= ign:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"= font-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-va= riant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;fon= t-size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">FPGA and neural network accelerators</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Design for mass production and Design for Cost rules</span><span style=3D"color:black"></sp= an></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Interfacing gyroscopes, accelerometers</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Signal processing and machine learning=C2=A0=C2=A0</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">CAD tools</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">HAL and bare metal coding</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;vertical-ali= gn:baseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"f= ont-size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-var= iant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font= -size:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Python and C++ programing=C2=A0</span><span style=3D"color:black"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 12pt 0.75in;vertical-align:b= aseline;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-= size:10pt;font-family:Symbol;color:black">=C2=B7<span style=3D"font-variant= -numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-siz= e:7pt;line-height:normal;font-family:&quot;Times New Roman&quot;">=C2=A0=C2= =A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">Github</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><b><span style=3D"font-family:&qu= ot;Times New Roman&quot;,serif;color:black">Machine Learning Engineer:</spa= n></b><span style=3D"font-family:&quot;Times New Roman&quot;,serif"></span>= </p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt 0.25in;text-align:justif= y;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family= :&quot;Times New Roman&quot;,serif;color:black">Required to have experience with:</span><span style=3D"font-family:&quot;Times New Roman&quo= t;,serif"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;text-align:j= ustify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-seri= f"><span style=3D"font-size:10pt;font-family:Symbol;color:black">=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:&quot;Times New= Roman&quot;">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Deep learning algorithms such as CNN, DNN, RNN, GAN, LSTM</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;text-align:j= ustify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-seri= f"><span style=3D"font-size:10pt;font-family:Symbol;color:black">=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:&quot;Times New= Roman&quot;">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Classical machine learning approaches (e.g., SVM, KNN, Naive Bayes)</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;text-align:j= ustify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-seri= f"><span style=3D"font-size:10pt;font-family:Symbol;color:black">=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:&quot;Times New= Roman&quot;">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">High-level programming skills in Python, Matlab, C, C++, Java, etc.</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;text-align:j= ustify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-seri= f"><span style=3D"font-size:10pt;font-family:Symbol;color:black">=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:&quot;Times New= Roman&quot;">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Knowledge in deep learning frameworks (e.g., PyTorch, TensorFlow, Keras, Scikit)</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt 0.75in;text-align:justif= y;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-serif"><s= pan style=3D"font-size:10pt;font-family:Symbol;color:black">=C2=B7<span sty= le=3D"font-variant-numeric:normal;font-variant-east-asian:normal;font-stret= ch:normal;font-size:7pt;line-height:normal;font-family:&quot;Times New Roma= n&quot;">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Github</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt 0.25in;text-align:justif= y;font-size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family= :&quot;Times New Roman&quot;,serif;color:black">Nice to have experience with:</span><span style=3D"font-family:&quot;Times New Roman&quot;,serif"><= /span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;text-align:j= ustify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-seri= f"><span style=3D"font-size:10pt;font-family:Symbol;color:black">=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:&quot;Times New= Roman&quot;">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Techniques in signal processing, feature extraction, time series analysis, etc.=C2=A0</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;text-align:j= ustify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-seri= f"><span style=3D"font-size:10pt;font-family:Symbol;color:black">=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:&quot;Times New= Roman&quot;">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Digital signal processing with experience in biosignal and sound analysis</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt 0.75in;text-align:j= ustify;vertical-align:baseline;font-size:12pt;font-family:Calibri,sans-seri= f"><span style=3D"font-size:10pt;font-family:Symbol;color:black">=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:&quot;Times New= Roman&quot;">=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0=C2=A0 </span></span><span style=3D"font-family:&quot;Times New Roman&quot;,serif;= color:black">Software development and architecture design</span></p><p class=3D"MsoNormal" style=3D"margin:0in 0i= n 0.0001pt 0.75in;text-align:justify;vertical-align:baseline;font-size:12pt= ;font-family:Calibri,sans-serif"><span style=3D"font-family:&quot;Times New= Roman&quot;,serif;color:black"><br></span></p><p class=3D"MsoNormal" style= =3D"margin:0in 0in 12pt;font-size:12pt;font-family:Calibri,sans-serif"><spa= n style=3D"color:black;font-family:&quot;Times New Roman&quot;,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</span></p><p class=3D"MsoNormal" style=3D"ma= rgin:0in 0in 8pt;text-align:justify;font-size:12pt;font-family:Calibri,sans= -serif"><span style=3D"font-family:&quot;Times New Roman&quot;,serif"></spa= n></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><b><span style=3D"font-family:&qu= ot;Times New Roman&quot;,serif;color:black">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>.</span></b><span style=3D"font-family:&qu= ot;Times New Roman&quot;,serif"></span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 8pt;text-align:justify;font-= size:12pt;font-family:Calibri,sans-serif"><span style=3D"font-family:&quot;= Times New Roman&quot;,serif;color:black">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</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt;font-size:12pt;font= -family:Calibri,sans-serif"><span style=3D"font-family:&quot;Times New Roma= n&quot;,serif;color:black">Best wishes,</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt;font-size:12pt;font= -family:Calibri,sans-serif"><span style=3D"font-family:&quot;Times New Roma= n&quot;,serif;color:black">Naeem Komeilipoor</span></p><p class=3D"MsoNorma= l" style=3D"margin:0in 0in 0.0001pt;font-size:12pt;font-family:Calibri,sans= -serif"><span style=3D"color:black;font-family:&quot;Times New Roman&quot;,= serif;font-size:12pt">Co-founder and technical lead</span></p> <p class=3D"MsoNormal" style=3D"margin:0in 0in 0.0001pt;font-size:12pt;font= -family:Calibri,sans-serif"><br></p></div> </blockquote></div> --0000000000008432fa05a4a2be23--


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src/postings/2020/
maintained by:
DAn Ellis <dpwe@ee.columbia.edu>
Electrical Engineering Dept., Columbia University