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Responsibilities:
Designing, developing, and deploying deep learning systems Analyzing deep learning architectures and defining architecture strategy Deploying models to production Managing available resources such as hardware & data Exploring and visualizing data Running ML/DL tests and experiments Defining validation strategies Defining relevant metrics Defining data augmentation pipelines Defining preprocessing strategies Implementing appropriate DL algorithms Training models and tuning their hyperparameters Analyzing the errors of the model Debugging neural networks Studying and reproducing DL prototypes/research papers Keeping abreast of developments in the field Requirements :
Working knowledge of Deep Learning Architectures/Convolutional Neural Networks Working knowledge of Supervised Learning, Adversarial Learning Working knowledge of Image Processing and Computer Vision algorithms Excellent Python Coding Skills Familiarity with deep learning frameworks (like Tensorflow or PyTorch) Familiarity with GPU/CUDA programming Deep knowledge of math, probability, statistics and algorithms Understanding of data structures, data modeling, and software architecture Excellent communication skills Ability to work in a team Outstanding analytical and problem-solving skills Desired Experience : 2-4 years
Desired Education : Preferred bachelor’s degree in Engineering or Mathematics
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outline: 0px; padding: 0px; margin: 0px 0px 30px 30px; border: 0px; list-style: none; orphans: 2; text-indent: 0px; widows: 2\"><li class=\"align-justify\" style=\"vertical-align: baseline; outline: 0px; padding: 0px; margin: 0px; border: 0px; list-style: outside disc; text-align: justify\">Training models and tuning their hyperparameters<br /></li><li class=\"align-justify\" style=\"vertical-align: baseline; outline: 0px; padding: 0px; margin: 0px; border: 0px; list-style: outside disc; text-align: justify\">Analyzing the errors of the model<br /></li><li class=\"align-justify\" style=\"vertical-align: baseline; outline: 0px; padding: 0px; margin: 0px; border: 0px; list-style: outside disc; text-align: justify\">Debugging neural networks<br /></li></ul></blockquote><ul><li style=\"text-align: justify\" class=\"align-justify\"><span style=\"\" class=\"highlight\"><span style=\"\" class=\"colour\"><span style=\"\" class=\"font\"><span style=\"\" class=\"size\">Studying and reproducing DL prototypes/research papers</span></span></span></span><br /></li><li style=\"text-align: justify\" class=\"align-justify\"><span style=\"\" class=\"highlight\"><span style=\"\" class=\"colour\"><span style=\"\" class=\"font\"><span style=\"\" class=\"size\">Keeping abreast of developments in the field</span></span></span></span><br /></li></ul><div><b>Requirements</b>:<br /></div><ul><li style=\"text-align: justify\" class=\"align-justify\">Working knowledge of Deep Learning Architectures/Convolutional Neural Networks<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Working knowledge of Supervised Learning, Adversarial Learning<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Working knowledge of Image Processing and Computer Vision algorithms<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Excellent Python Coding Skills<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Familiarity with deep learning frameworks (like Tensorflow or PyTorch)<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Familiarity with GPU/CUDA programming<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Deep knowledge of math, probability, statistics and algorithms<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Understanding of data structures, data modeling, and software architecture<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Excellent communication skills<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Ability to work in a team<br /></li><li style=\"text-align: justify\" class=\"align-justify\">Outstanding analytical and problem-solving skills<br /></li></ul><div><span class=\"font\" style=\"font-family: verdana, sans-serif\"><span class=\"size\" style=\"font-size: 13px\"><b>Desired Experience</b>: 2-4 years</span></span><br /></div><div><span class=\"font\" style=\"font-family: verdana, sans-serif\"><span class=\"size\" style=\"font-size: 13px\"></span><span class=\"size\" style=\"font-size: 13px\"></span></span><br /></div><div><span class=\"font\" style=\"\"><span class=\"colour\" style=\"\"><span class=\"highlight\" style=\"\"><span class=\"size\" style=\"\"><span class=\"font\" style=\"\"><span class=\"size\" style=\"\"><b>Desired Education</b><font color=\"#676767\" face=\"verdana, sans-serif\"><span style=\"background-color: rgb(246, 246, 246)\">:</span></font></span></span></span></span></span></span><span class=\"font\" style=\"font-family: verdana, sans-serif\"><span class=\"size\" style=\"font-size: 13px\"> Preferred bachelor’s degree in Engineering or Mathematics</span></span><br /></div><div style=\"text-align: justify\" class=\"align-justify\"><br /></div></span><br />","isHybridJob":false,"isRemoteJob":true,"noOfOpenings":1,"maxExperience":"4","minExperience":"2","isOnPremiseJob":false,"onBehalfOfName":"Flixstock","otherlocations":[],"zohoCurrencyIn":"USD","experienceLevel":"Mid / Senior","zohoNoOfOpenings":{"noOfOpenings":1,"fulfillmentIds":["557706000005148099-1"]},"otherJobReference":null,"sharpenedJobTitle":"Senior Software Engineer","job_category_group":3,"portalLocationDisplay":"Singapore","expertise_coreskill_or_product":["Other"],"job_id":"2328"}
