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Language Engineer , Search Science And Ai

Company

Amazon.com Services LLC

Address , Palo Alto, Ca
Employment type FULL_TIME
Salary From $60,200 a year
Expires 2023-07-19
Posted at 11 months ago
Job Description
* Bachelor’s or Master’s Degree in Linguistics, Computational Linguistics, Natural Language Processing (NLP), or other related field.* Relevant work experience of 5+ years.* Proficient in Python.* Knowledge of Regex, SQL, MS Excel, Git.* Ability to navigate a Unix terminal and use common command line tools.* Familiarity with annotation tools and workflows.* Excellent communication and strong organizational skills with a keen eye for details.* Comfortable working in a fast-paced, collaborative, and dynamic work environment.* Willingness to support several projects at one time and to accept reprioritization as necessary.
Amazon Human Labeled Data (HLD) Team is looking for an experienced Language engineer. The mission of the HLD team is to build an end-to-end data collection and labeling pipeline to deliver high quality datasets at scale. The team owns the pipelines and the platform that enable data acquisition, ingestion, classification, visualization, human annotation, training, evaluation, and active learning.
HLD is part of the Amazon Core Search organization which owns search functionality, the main discovery mechanism for customers shopping on Amazon worldwide. It is responsible for (a) research, development, and operation of the search customer experience for apps and websites (recommendation widgets, refinements, whole page optimization, rendering, autocomplete); (b) search services for physical and digital items (data ingestion, natural language processing, index generation, query serving); (c) site reliability engineering and compute capacity management for all search services; (d) search economics and search performance data science. In addition, we collaborate closely with several machine learning (ML) applied science teams that develop and test ML models to improve the quality of semantic matching, ranking, computer vision, image processing, and augmented reality.
Key job responsibilities
  • Collaborate with scientists and engineers in defining metrics, guidelines, and workflows.
  • Adopt and design quality control metrics and methodology to evaluate the quality of data annotation.
  • Initiate and contribute towards improvement projects, present solution proposals, and implement them.
  • Maximize productivity, process efficiency and quality through streamlined workflows, process standardization, documentation, audits and investigations on a periodic basis.
  • Design and develop data annotation guidelines and workflows.
  • Handle work prioritization and deliver based on business needs.
  • Be flexible in changes to conventions deployed in response to customers’ requests and change workflows accordingly.
  • Onboard and train junior data associates on an ongoing basis.
  • Manage and process large amounts of structured and unstructured data.
  • Handle annotation & data investigation requests from multiple stakeholders with high efficiency and quality in a fast-paced environment.

* Proficient in French, German, Italian, Spanish, or Japanese. * Experience in data science and quantitative research.* Hands-on experience with machine learning and deep learning techniques in the fields of NLP and search.* Experience with AWS services (S3, Sagemaker, ML language services, etc.).* Knowledge of user experience concepts and methods.* Familiarity with online retail (e-commerce).Amazon is committed to a diverse and inclusive workplace. Amazon is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status. For individuals with disabilities who would like to request an accommodation, please visit https://www.amazon.jobs/en/disability/us.Our compensation reflects the cost of labor across several US geographic markets. The base pay for this position ranges from $60,200/year in our lowest geographic market up to $151,400/year in our highest geographic market. Pay is based on a number of factors including market location and may vary depending on job-related knowledge, skills, and experience. Amazon is a total compensation company. Dependent on the position offered, equity, sign-on payments, and other forms of compensation may be provided as part of a total compensation package, in addition to a full range of medical, financial, and/or other benefits. For more information, please visit https://www.aboutamazon.com/workplace/employee-benefits. Applicants should apply via our internal or external career site.