Deep Learning Engineer

Associate / Junior

|

Hybrid

Meytier Premier Employer

Apply NowAppliedThis job might no longer be active.

Working there

{"group":"Organization","title":"Deep Learning Engineer","zohoId":"557706000004461212","endDate":"2021-05-10T00:00:00.000Z","jobType":"Full Time","job_url":"157-flixstock-deep-learning-engineer","agencyId":1,"location":[{"lat":1.352083,"lon":103.819836,"city":"","text":"Singapore","state":"","country":"Singapore","zipCode":"","is_state":false,"is_country":true,"state_code":"","countryCode":"SG","isLocationSet":true,"loc_h3_hex_res4":"846520dffffffff","isLocationResolved":true,"is_address_available_from_parser":true}],"maxSalary":null,"minSalary":null,"startDate":"2021-05-03T00:00:00.000Z","onBehalfOf":"101","description":"<span id=\"spandesc\"><div><b>Key Responsibilities:</b></div><div><br /></div><div>Designing, developing, and deploying deep learning systems <br /></div><ul><li>Analyzing deep learning architectures and defining architecture strategy <br /></li><li>Deploying models to production <br /></li><li>Managing available resources such as hardware, data <br /></li><li>Exploring and visualizing data <br /></li></ul><div><br /></div><div>Running ML/DL tests and experiments <br /></div><ul><li>Defining validation strategies <br /></li><li>Defining relevant metrics <br /></li><li>Defining data augmentation pipelines <br /></li><li>Defining the pre-processing strategies <br /></li></ul><div>Implementing appropriate DL algorithms <br /></div><ul><li>Training models and tuning their hyperparameters <br /></li><li>Analyzing the errors of the model <br /></li><li>Debugging neural networks <br /></li></ul><div><br /></div><div>Studying and reproducing DL prototypes/research papers <br /></div><div><br /></div><div>Keeping abreast of developments in the field<br /></div></span><br /><span id=\"spanreq\"><h3>Requirements</h3><ul><li>Working knowledge of Deep Learning Architectures//Convolutional Neural Networks <br /></li><li>Working knowledge of Supervised Learning , Adversarial Learning <br /></li><li>Working knowledge of Image Processing and Computer Vision algorithms <br /></li><li>Excellent Python Coding Skills <br /></li><li>Familiarity with deep learning frameworks (like Tensorflow or PyTorch) <br /></li><li>Familiarity with GPU/CUDA programming <br /></li><li>Deep knowledge of math, probability, statistics and algorithms <br /></li><li>Understanding of data structures, data modeling, and software architecture <br /></li><li>Excellent communication skills <br /></li><li>Ability to work in a team <br /></li><li>Outstanding analytical and problem-solving skills<br /></li></ul><div><br /></div></span><br />","isHybridJob":true,"isRemoteJob":false,"noOfOpenings":1,"maxExperience":"4","minExperience":"2","isOnPremiseJob":false,"onBehalfOfName":"Flixstock","otherlocations":[],"zohoCurrencyIn":"USD","experienceLevel":"Associate / Junior","zohoNoOfOpenings":{"noOfOpenings":1,"fulfillmentIds":["557706000004461212-1"]},"otherJobReference":null,"sharpenedJobTitle":"Deep Learning Engineer","job_category_group":3,"portalLocationDisplay":"Singapore","expertise_coreskill_or_product":["Other"],"job_id":"2266"}