[pythonzopejobs] [JOB] Senior Computer Vision/Machine Learning Scientist - New York City
"'Daniel Swift' [email protected] [pythonzopejobs]" <[email protected]> Fri, 5 Jun 2015 13:53:22 -0400
| Newsgroups | gmane.comp.python.jobs |
|---|---|
| Message-ID | <018a01d09fb8$84265d50$8c7317f0$@com> |
--3hbRlpawRQaXo2cPonmW5vFV0Io4qmguTFKC3v8 Content-Type: text/plain; charset=us-ascii Content-Transfer-Encoding: 7bit This is a full time, salaried role in New York City. While local candidates are preferred, applicants from other states will be considered and relocation expenses provided. Candidates must be authorized to work in the United States. The salary for the role is open and based on experience. DESCRIPTION: Our Manhattan client makes the world's most sophisticated data-driven digital model of human shape and pose. They have extensive capabilities, tools, analytics and know-how in the areas of modeling specific individuals (such as fit models) or sub-populations (eg. targeted consumers, athletes, plus-sizes, etc.). They work closely with apparel and equipment companies to help them better understand and visualize their target consumers' body shapes and motions, and improve their design-to-manufacturing workflow. Their current clients include large sports apparel manufacturers and the US Army. Their forward product is a set of APIs and embeddable components that can be used by any developer or company to easily build apps or tools that interact with the human body. They will power the next generation of custom clothing websites, fitness tracking apps, virtual reality experiences, and more. RESPONSIBILITIES: * Be an expert on our core statistical model, with a deep understanding of the underlying technology * Design and implement new improvements and features to the model, improving it's ability to accurately represent true human shape and pose * Use the model in computer vision applications to develop and optimize new body scanning products * Develop internal tools and architectural code standards * Debug and optimize existing and new code * Work independently and as a team, participating in code reviews and weekly product meetings * Pick up new technologies and learn on the go * Write awesome code that you can be proud of! REQUIREMENTS: * B.S. in Computer Science * Masters or PhD in Computer Vision or Machine Learning (not required but appreciated) * Several years of academic or professional research experience, including familiarity with: * Numerical optimization methods * Multivariate statistics and probabilistic methods * Derivative-based optimization * Distributed optimization methods * Tracking, human pose estimation, image segmentation, shape from shading, 3D reconstruction, camera calibration * Experience with using depth cameras for computer vision a plus * Familiarity with languages and technologies including: * Strong experience with Python for scientific computing, including numpy & scipy * C/C++ (cython and experience interfacing c with python a plus) * Processing large datasets using cloud services (such as Amazon EC2) or compute grids * Scripting tools (Rake, Grunt) * Strong mathematical skills * Ability to identify and fix bottlenecks and bugs * Curiosity and intellectual flexibility * Self-directed, focused, and strong work ethic * Team oriented with an appetite for adventure * Current authorization to work in the United States on a full-time basis EXTRA EXPERIENCE: * 3D graphics and animation experience, including: * 3D mesh processing or 3D sensor data processing * Character animation, animation from mocap * Rendering * Projective geometry * User interfaces for manipulating 3D graphics * Familiarity with digital design and manufacturing * Web or full stack development experience, including: * HTML, CSS, CSS frameworks (Sass) * JavaScript frameworks (Bootstrap, ReactJS, AngularJS, Three.js) * Back-end code (Node.js, Django) * Databases (Mongo, Postgres, Redis) PERKS: * Easily accessible office in Union Square, NYC * Flexible vacation and work-from-home policies * Fantastically energetic and fun team * In-office 3D scanners and 3D printers, for all your 3D scanning and printing needs! More than anything, they are looking for someone who will be passionate about what they are doing, and who is genuinely excited to come into the office and work hard to tackle tough problems. They are a small company and put a premium on esprit de corps. You must be a team player who can interact with others and be able to separate the wheat from the chaff. They want to work with someone who is energized and motivated, who thrives in a fast-paced, high growth environment, and who enjoys working closely with a small team. You will have to understand their high-level goals and be able to connect your daily activities with the company's long-term aspirations. APPLY: To be considered, please submit your resume and salary requirements to [email protected] - Full client and job details furnished to qualified applicants. Your information will be held in the strictest of confidence and will not be submitted anywhere without your consent. Thank you, Daniel Swift [email protected] www.swiftstaffing.wordpress.com --3hbRlpawRQaXo2cPonmW5vFV0Io4qmguTFKC3v8 Content-Type: text/html; charset=US-ASCII Content-Transfer-Encoding: 7bit <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01//EN" "http://www.w3.org/TR/html4/strict.dtd"> <html> <head> </head> <body style="background-color: #fff;"> <span style="display:none"> </span> <!--~-|**|PrettyHtmlStartT|**|-~--> <div id="ygrp-mlmsg" style="position:relative;"> <div id="ygrp-msg" style="z-index: 1;"> <!--~-|**|PrettyHtmlEndT|**|-~--> <div id="ygrp-text" > <p>This is a full time, salaried role in New York City. While local candidates<br> are preferred, applicants from other states will be considered and<br> relocation expenses provided. Candidates must be authorized to work in the<br> United States. The salary for the role is open and based on experience. <br> <br> DESCRIPTION:<br> <br> Our Manhattan client makes the world's most sophisticated data-driven<br> digital model of human shape and pose. They have extensive capabilities,<br> tools, analytics and know-how in the areas of modeling specific individuals<br> (such as fit models) or sub-populations (eg. targeted consumers, athletes,<br> plus-sizes, etc.). They work closely with apparel and equipment companies to<br> help them better understand and visualize their target consumers' body<br> shapes and motions, and improve their design-to-manufacturing workflow.<br> Their current clients include large sports apparel manufacturers and the US<br> Army. <br> <br> Their forward product is a set of APIs and embeddable components that can be<br> used by any developer or company to easily build apps or tools that interact<br> with the human body. They will power the next generation of custom clothing<br> websites, fitness tracking apps, virtual reality experiences, and more. <br> <br> RESPONSIBILITIES: <br> <br> * Be an expert on our core statistical model, with a deep understanding of<br> the underlying technology <br> * Design and implement new improvements and features to the model, improving<br> it's ability to accurately represent true human shape and pose <br> * Use the model in computer vision applications to develop and optimize new<br> body scanning products <br> * Develop internal tools and architectural code standards <br> * Debug and optimize existing and new code <br> * Work independently and as a team, participating in code reviews and weekly<br> product meetings <br> * Pick up new technologies and learn on the go <br> * Write awesome code that you can be proud of! <br> <br> REQUIREMENTS: <br> <br> * B.S. in Computer Science <br> * Masters or PhD in Computer Vision or Machine Learning (not required but<br> appreciated) <br> * Several years of academic or professional research experience, including<br> familiarity with: <br> * Numerical optimization methods <br> * Multivariate statistics and probabilistic methods <br> * Derivative-based optimization <br> * Distributed optimization methods <br> * Tracking, human pose estimation, image segmentation, shape from shading,<br> 3D reconstruction, camera calibration <br> * Experience with using depth cameras for computer vision a plus <br> * Familiarity with languages and technologies including: <br> * Strong experience with Python for scientific computing, including numpy &<br> scipy <br> * C/C++ (cython and experience interfacing c with python a plus) <br> * Processing large datasets using cloud services (such as Amazon EC2) or<br> compute grids <br> * Scripting tools (Rake, Grunt) <br> * Strong mathematical skills <br> * Ability to identify and fix bottlenecks and bugs <br> * Curiosity and intellectual flexibility <br> * Self-directed, focused, and strong work ethic <br> * Team oriented with an appetite for adventure <br> * Current authorization to work in the United States on a full-time basis <br> <br> EXTRA EXPERIENCE: <br> <br> * 3D graphics and animation experience, including: <br> * 3D mesh processing or 3D sensor data processing <br> * Character animation, animation from mocap <br> * Rendering <br> * Projective geometry <br> * User interfaces for manipulating 3D graphics <br> * Familiarity with digital design and manufacturing <br> * Web or full stack development experience, including: <br> * HTML, CSS, CSS frameworks (Sass) <br> * JavaScript frameworks (Bootstrap, ReactJS, AngularJS, Three.js) <br> * Back-end code (Node.js, Django) <br> * Databases (Mongo, Postgres, Redis) <br> <br> PERKS: <br> <br> * Easily accessible office in Union Square, NYC <br> * Flexible vacation and work-from-home policies <br> * Fantastically energetic and fun team <br> * In-office 3D scanners and 3D printers, for all your 3D scanning and<br> printing needs! <br> <br> More than anything, they are looking for someone who will be passionate<br> about what they are doing, and who is genuinely excited to come into the<br> office and work hard to tackle tough problems. They are a small company and<br> put a premium on esprit de corps. You must be a team player who can interact<br> with others and be able to separate the wheat from the chaff. They want to<br> work with someone who is energized and motivated, who thrives in a<br> fast-paced, high growth environment, and who enjoys working closely with a<br> small team. You will have to understand their high-level goals and be able<br> to connect your daily activities with the company's long-term aspirations. <br> <br> APPLY: <br> <br> To be considered, please submit your resume and salary requirements to<br> [email protected] - Full client and job details furnished to<br> qualified applicants. Your information will be held in the strictest of<br> confidence and will not be submitted anywhere without your consent. <br> <br> Thank you, <br> Daniel Swift <br> <br> [email protected] <br> www.swiftstaffing.wordpress.com<br> <br> </p> </div> <!--~-|**|PrettyHtmlStart|**|-~--> <div style="color: #fff; height: 0;">__._,_.___</div> <div style="clear:both"> </div> <div id="fromDMARC" style="margin-top: 10px;"> <hr style="height:2px ; border-width:0; color:#E3E3E3; background-color:#E3E3E3;"> Posted by: "Daniel Swift" <[email protected]> <hr style="height:2px ; border-width:0; color:#E3E3E3; background-color:#E3E3E3;"> </div> <div style="clear:both"> </div> <table cellspacing=4px style="margin-top: 10px; margin-bottom: 10px; color: #2D50FD;"> <tbody> <tr> <td style="font-size: 12px; font-family: arial; font-weight: bold; padding: 7px 5px 5px;" > <a style="text-decoration: none; color: #2D50FD" href="https://groups.yahoo.com/neo/groups/pythonzopejobs/conversations/messages/156;_ylc=X3oDMTJwcGs1cjhxBF9TAzk3MzU5NzE0BGdycElkAzEwNjgxMzA1BGdycHNwSWQDMTcwNjQ1MDE5MgRtc2dJZAMxNTYEc2VjA2Z0cgRzbGsDcnBseQRzdGltZQMxNDMzNTI2ODY2?act=reply&messageNum=156">Reply via web post</a> </td> <td>•</td> <td style="font-size: 12px; font-family: arial; padding: 7px 5px 5px;" > <a href="mailto:[email protected]?subject=Re%3A%20%5BJOB%5D%20Senior%20Computer%20Vision%2FMachine%20Learning%20Scientist%20-%20New%20York%20City" style="text-decoration: none; color: #2D50FD;"> Reply to sender </a> </td> <td>•</td> <td style="font-size: 12px; font-family: arial; padding: 7px 5px 5px;"> <a href="mailto:[email protected]?subject=Re%3A%20%5BJOB%5D%20Senior%20Computer%20Vision%2FMachine%20Learning%20Scientist%20-%20New%20York%20City" style="text-decoration: none; color: #2D50FD"> Reply to group </a> </td> <td>•</td> <td style="font-size: 12px; font-family: arial; padding: 7px 5px 5px;" > <a href="https://groups.yahoo.com/neo/groups/pythonzopejobs/conversations/newtopic;_ylc=X3oDMTJmbDk3dmNnBF9TAzk3MzU5NzE0BGdycElkAzEwNjgxMzA1BGdycHNwSWQDMTcwNjQ1MDE5MgRzZWMDZnRyBHNsawNudHBjBHN0aW1lAzE0MzM1MjY4NjY-" style="text-decoration: none; color: #2D50FD">Start a New Topic</a> </td> <td>•</td> <td style="font-size: 12px; font-family: arial; padding: 7px 5px 5px;color: #2D50FD;" > <a href="https://groups.yahoo.com/neo/groups/pythonzopejobs/conversations/topics/156;_ylc=X3oDMTMza280aDQ5BF9TAzk3MzU5NzE0BGdycElkAzEwNjgxMzA1BGdycHNwSWQDMTcwNjQ1MDE5MgRtc2dJZAMxNTYEc2VjA2Z0cgRzbGsDdnRwYwRzdGltZQMxNDMzNTI2ODY2BHRwY0lkAzE1Ng--" style="text-decoration: none; color: #2D50FD;">Messages in this topic</a> (1) </td> </tr> </tbody> </table> <!------- Start Nav Bar ------> <!-- |**|begin egp html banner|**| --> <!-- |**|end egp html banner|**| --> <!-- |**|begin egp html banner|**| --> <div id="ygrp-vital" style="background-color: #f2f2f2; font-family: Verdana; font-size: 10px; margin-bottom: 10px; padding: 10px;"> <span id="vithd" style="font-weight: bold; color: #333; text-transform: uppercase; "><a href="https://groups.yahoo.com/neo/groups/pythonzopejobs/info;_ylc=X3oDMTJmaHZmb2syBF9TAzk3MzU5NzE0BGdycElkAzEwNjgxMzA1BGdycHNwSWQDMTcwNjQ1MDE5MgRzZWMDdnRsBHNsawN2Z2hwBHN0aW1lAzE0MzM1MjY4NjY-" style="text-decoration: none;">Visit Your Group</a></span> <ul style="list-style-type: none; margin: 0; padding: 0; display: inline;"> </ul> </div> <div id="ft" style="font-family: Arial; font-size: 11px; margin-top: 5px; padding: 0 2px 0 0; clear: both;"> <a href="https://groups.yahoo.com/neo;_ylc=X3oDMTJldWg2bG1rBF9TAzk3MzU5NzE0BGdycElkAzEwNjgxMzA1BGdycHNwSWQDMTcwNjQ1MDE5MgRzZWMDZnRyBHNsawNnZnAEc3RpbWUDMTQzMzUyNjg2Ng--" style="float: left;"><img src="http://l.yimg.com/ru/static/images/yg/img/email/new_logo/logo-groups-137x15.png" height="15" width="137" alt="Yahoo! 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