Deep learning engineer

Full Time Senior Deep Learning Engineer at NanoNets (United States) BEAMSTART Jobs Senior Deep Learning EngineerPlease read the information in this job post thoroughly to understand exactly what is expected of potential candidates.NanoNets United StatesDate Posted11 Apr, 2023Work LocationSan Francisco, United StatesSalary Offered$40000 $100000 yearlyJob TypeFull TimeExperience Required3+ yearsRemote WorkStock OptionsVacancies1 availableWe are backed by prestigious investors from Silicon Valley, such as Y-Combinator (Sam Altman was our group partner at YC), SV Angels, and Elevation Capital.Our product automates complex business processes involving unstructured data, using deep learning to convert it into a structured format and connect multiple applications with each other, all in an automated manner.Since 2021, we have been building and using large-scale multimodal architectures in deep learning, such as GPT-4, which have gained popularity in recent times.Some of the recent work we are doing involves using these architectures to automate building workflows that will completely replace RPA as an industry.If you are looking to work at a startup with really smart colleagues, working on state-of-the-art deep learning architectures, solving real-world problems, and have product-market fit with rapidly growing customers / revenue, Nanonets would be an ideal place for you!Job DescriptionThe role can be summed up as building and deploying cutting edge generalised deep learning architectures that can solve complex business problems like converting unstructured data into structured format without hand-tuning features / models.You are expected to build state of the art models that are best in the world for solving these problems, continuously experimenting and incorporating new advancements in the field into these architectures.What We Expect From You• Strong Machine Learning concepts• Strong command in low-level operations involved in building architectures like Transformers, Efficientnet, ViT, Faster-rcnn, etc.and experience in implementing those in pytorch / jax / tensorflow• Experience with the latest semi-supervised, unsupervised and few shot architectures in Deep Learning methods in NLP / CV domain• Strong command in probability and statistics• Strong programming skills• Have previously shipped something of significance, either implemented some paper or made significant changes in an existing architecture etcInteresting Projects Other Senior DL Engineers Have Completed• Deployed large scale multi-modal architectures that can understand both text and images really well• Built an auto-ML platform that can automatically select best architecture, fine-tuning method based on type and amount of data• Best in the world models to process documents like invoices, receipts, passports, driving licenses, etc• Hierarchical information extraction from documents. Robust modeling for the tree-like structure of sections inside sections in documents• Extracting complex tables wrapped around tables, multiple fields in a single column, cells spanning multiple columns, tables in warped images, etc.• Enabling few-shots learning by SOTA finetuning techniquesAbout NanoNets Automatic Data Extraction Company Size : 51 - 250 People Year Founded : 2017 Country : United States Company Status : Actively Hiring Looking for Partners Looking for Clients Raising Funds Share This Job More Full Time Jobs Founding Full-Stack EngineerSan FranciscoFull Time$60000 - $120000 yearlyMarketing Manager (Singapore)Jakarta, IndonesiaFull TimeMarketplace Operations Manager (Singapore)Jakarta, IndonesiaFull TimeSenior Product Manager (Fintech)San FranciscoFull Time$150000 - $180000 yearlySenior Product Marketing ManagerSan FranciscoFull TimeMore Companies Hiring Karate LabsUnited StatesNimbleRxUnited StatesRespaidUnited StatesAutomat (formerly lasso)United StatesSpruce SystemsUnited StatesBEAMSTART brings you the latest news, databases, and jobs from all around the world on startups, technology, and business.Stay updated with industry news, plug-in to exciting community events, and discover incredible career opportunities with the world's most innovative companies.Discover Jobs• Full Time• Part Time• Contract• Internship• Volunteer• Companies• Candidates• Post a Job• For RecruitersOur Company• News• Jobs• Database• About Us• Download App• MoreCopyright 2023 BEAMSTART . All Rights Reserved.J-18808-LjbffrLast updated : 2024-08-17