職位描述
崗位職責(zé):1. 聚焦復(fù)雜場(chǎng)景下的圖像分割與旋轉(zhuǎn)框檢測(cè)算法,尤其是小目標(biāo)識(shí)別性能優(yōu)化;2. 基于 C++ 等底層技術(shù)實(shí)現(xiàn)模型推理流程的加速部署,適配 GPU/NPU 等多種異構(gòu)計(jì)算平臺(tái);3. 探索和推進(jìn)大語(yǔ)言模型在 Text2SQL、知識(shí)庫(kù)問(wèn)答等任務(wù)中的落地與優(yōu)化;4. 參與大語(yǔ)言模型的指令微調(diào)與領(lǐng)域適配,提升業(yè)務(wù)適應(yīng)性;5. 持續(xù)關(guān)注前沿技術(shù),推動(dòng)關(guān)鍵算法的業(yè)務(wù)應(yīng)用與迭代優(yōu)化;6. 負(fù)責(zé)相關(guān)圖像處理與識(shí)別算法的代碼實(shí)現(xiàn)、集成、測(cè)試與維護(hù)。任職要求:1. 碩士學(xué)歷,計(jì)算機(jī)、人工智能、電子信息、自動(dòng)化等相關(guān)專(zhuān)業(yè);2. 熟悉圖像分割、目標(biāo)檢測(cè)(含旋轉(zhuǎn)框檢測(cè))等常用算法,有處理小目標(biāo)、復(fù)雜場(chǎng)景經(jīng)驗(yàn)者優(yōu)先;3. 熟練掌握至少一種主流深度學(xué)習(xí)框架(如 PyTorch、TensorFlow),具備良好的模型訓(xùn)練與調(diào)優(yōu)能力;4. 熟練掌握 Python 編程語(yǔ)言,能獨(dú)立完成模型開(kāi)發(fā)、訓(xùn)練、調(diào)優(yōu)及性能評(píng)估流程;5. 具備一定的 C++ 編程能力,了解模型推理流程,具備 CUDA 編程或異構(gòu)計(jì)算平臺(tái)部署經(jīng)驗(yàn)(如 GPU/NPU)者優(yōu)先;6. 理解大語(yǔ)言模型基本原理,有實(shí)際參與 Text2SQL、知識(shí)問(wèn)答系統(tǒng)、大模型微調(diào)等項(xiàng)目經(jīng)驗(yàn)者優(yōu)先;7. 具備良好的工程實(shí)現(xiàn)能力,能夠獨(dú)立完成算法模塊的設(shè)計(jì)、集成、測(cè)試與性能優(yōu)化。
企業(yè)介紹
弓葉科技成立于2018年,是一家專(zhuān)注于AI光電分揀設(shè)備的高科技先鋒企業(yè)。憑借在回收行業(yè)超過(guò)17年的深厚經(jīng)驗(yàn),弓葉科技已經(jīng)為全球超過(guò)1000家企業(yè)提供服務(wù),并擁有300多項(xiàng)專(zhuān)利和知識(shí)產(chǎn)權(quán)。2023年,DataBeyond宣布完成近1億美元的B輪融資,由紅杉資本中國(guó)投資。我們?cè)O(shè)計(jì)、制造的分揀設(shè)備以及針對(duì)廢物處理和回收的智能服務(wù)。我們的尖端技術(shù)能夠在多種廢物領(lǐng)域(包括MRF、MSW、C&I和C&D)中高效分揀和回收材料。我們尤其擅長(zhǎng)瓶到瓶分揀和食品級(jí)再生PET的完整瓶分揀。通過(guò)對(duì)產(chǎn)品卓越的不懈追求,我們不僅在國(guó)內(nèi)市場(chǎng)占據(jù)主導(dǎo)地位,還將設(shè)備出口到包括日本、俄羅斯、馬來(lái)西亞、印度尼西亞、巴西、烏茲別克斯坦、中東等多個(gè)國(guó)家和地區(qū)。我們的最終目標(biāo)是加速再生資源行業(yè)智能化時(shí)代的到來(lái)。DataBeyond Technology, founded in 2018, is a pioneering high-tech firm specializing in AI-optoelectronic sorting equipment. With over 17 years of profound expertise in the recycling industry, DataBeyond has catered to over 1000 global enterprises and boasts a portfolio of more than 300 patents and intellectual property rights. 2023,DataBeyond announced the completion of nearly $100M in series B funding, exclusively invested by Sequoia China. We design, manufacture, and offer connected sorting equipment alongside intelligent services tailored for waste treatment and recycling. Our cutting-edge technology adeptly sorts and retrieves materials across diverse waste sectors, including MRF, MSW, C&I, and C&D. We particularly excel in bottle-to-bottle sorting and the complete-bottle sorting of food-grade recycled PET.Through our unwavering commitment to product excellence, we not only dominate the domestic market but also export our equipment to various overseas territories, including Japan,Russia, Malaysia, Indonesia, Brazil,Uzbekistan,Middle-east and beyond. Our ultimate ****ive is to expedite the advent of the intelligent era in recycling.