北京招聘

The role

Farfetch is building the next-generation intelligent platform for online luxury fashion, powered by large-scale data and state of the art Machine Learning, Deep Learning and Computer Vision algorithms. You will join a talented team of Data Scientists, Engineers and Product designers to help build and optimize, through research and experimentation, our data-driven products.

What you'll do:

?Design and develop state of the art algorithms in one of these domains: Ranking, Natural Language Processing or Computer Vision;

? Conduct practical research with a scientific mindset, and a focus on delivery;

? Build large scale data pipelines;

? Work closely with the engineering team to integrate ML algorithms into the platform;

?Help in the design of new features in the product, and drive innovation inside the company through the use of disruptive technologies.

Who you are:

?MSc or PhD in related topics such as Machine Learning, Natural Language Processing, Computer Vision, Signal Processing or Optimization;

?We encourage applications also with background from the fields in Computer Science, Electrical Engineering, Physics, Biomedical Engineering, Statistics, Applied Mathematics;

? Knowledge in one of the following subjects:

- Word Embeddings (e.g., GloVe, Word2Vec), Named Entity

Recognition models;

- Information Retrieval, Learning to Rank (e.g., RankNet, ListNet),

algorithm performance metrics (e.g., NDCG);

- Convolutional Neural Networks (e.g., InceptionV3, RetinaNet),

Image Segmentation (e.g., SLIC, Saliency Maps, SuperVoxel),

AutoEncoders, GANs;

? Fluent in Python and common numerical and Math & ML packages (NumPy, SciPy, sci-kit-learn, pandas, Keras, TensorFlow, PyTorch). R candidates are also encouraged to apply;

? Experience dealing with large amounts of data and building data pipelines;

? Knowledge of big data technologies is a plus (Hadoop, Spark, Hive);

? Non-relational databases (e.g., Cassandra) and streaming platforms know-how (e.g., Kafka) is a plus;

? Strong English skills, both written and spoken;

? Scientific and technical publications are possible and encouraged;

? Applicant should be interested to keep up to date with scientific advancements.

*We do appreciate all applicants, but only selected candidates will be contacted by us. And all information provided will be kept confidential.

Farfetch Limited 是一个立足于时尚奢侈品行业的全球领先科技平台，旨在将品牌、买手与时尚爱好者紧密连结起来。 2007 年，出于对时尚的热爱，José Neves 先生创立 Farfetch，并于次年将其发布上线。作为一个全球时尚电商平台，我们与来自 50 多个国家的 1200 多个人气品牌、买手店以及商场紧密合作，精选优质时尚单品，送至 190 多个国家的顾客手中。让全球时尚爱好者足不出户，即可选购海量奢品，尽享一站式购物体验。

此外，Farfetch 还通过 Farfetch Platform Solutions 服务为企业客户提供电商和技术解决方案；旗下的伦敦时装精品零售商 Browns 和美国潮牌寄售交易平台 Stadium Goods 为消费者提供更多时尚奢侈品购物选择；New Guards 平台则助力孵化多个全球时尚品牌。Farfetch 还积极投入到创新研发当中，不仅推出增强零售项目 —— Store of the Future 未来商店，还为时尚奢侈品行业研发核心技术、策划商业方案和提供服务。