NLP算法工程师
职位描述
1、结合业务需求,深入建设内容算法体系,包括内容生成、内容理解、内容改写变换等; 2、参与产品描述、资讯文案等场景的NLP算法建设和优化,对文本分类、实体识别、文本质量打分、文本抽取/生成等算法进行持续改进; 3、结合海量数据,使用算法手段,对内容展现场景的用户体验和线上指标进行持续改进。
职位要求
1、重点院校全日制硕士及以上学历,计算机、数学或统计学等相关专业,算法领域2年以上工作经验; 2、扎实的机器学习/NLP算法基础,在相关领域有一定的实践经验,熟悉tensorflow/keras/pytorch等相关工具; 3、熟悉至少一种常见的大数据工具(如Hadoop/Hive/Spark等); 4、熟悉主题模型的相关技术(如LSA、LDA); 5、熟悉Word EmbeddingSentence Embedding及其应用; 6、熟悉深度学习用于文本挖掘的技术,如(LSTM、BERT等); 7、具有较强的逻辑思维能力和数据敏感度,较好的沟通表达能力。 加分项: 1、有智能文本写作相关经验; 2、有内容理解/关键词抽取/实体识别/知识图谱建设的相关经验; 3、提供Github账号。
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