Machine Learning Data Annotation Specialist

3 days ago

Hyderabad City Taluka, Pakistan beBeeDataAnnotation Full time $112,500 - $141,000
Machine Learning Data Annotation Specialist">

We are seeking an exceptional Machine Learning Data Annotation Specialist to join our world-class team. In this role, you will be part of a highly collaborative environment where you will work on the collection, annotation and enrichment of data for machine learning models.

You will have the opportunity to work on multiple projects and provide data annotation services across a variety of data types including, but not limited to, text, chats, emails and audio. We expect the candidate to understand the business use-case and own the data annotation pipeline to go from the raw data to a reliable, annotated ground truth that can be used by sophisticated machine learning methods for banking applications such as risk assessment, trading models, customer relationship management, and pricing models.

  • Data Annotation Expertise: You will be responsible for annotating data for machine learning models using data labeling tools. This includes sifting through structured and unstructured data, identifying the right content and annotating with the right label.
  • Collaboration: You will work closely with stakeholders including machine learning engineers, data scientists, data engineers and product managers across all of JPMorgan Chase's lines of businesses, such as Investment Bank, Commercial Bank, and Asset Management.
  • Engagement Management: You will work on engagements from understanding the business objective through the data identification, annotation and validation.
  • Financial Industry Expertise: You will comprehend the subtleties of language used in the financial industry. Conduct research and bring clarity in business definitions and concepts. Annotate the terms, phrases, and data as per the project requirement.
  • Entity Relationship Understanding: You will understand and define the relationship among entities.
  • Model Validation: You will validate model results from the business perspective and provide feedback for model improvement.
  • Communication Skills: You will effectively communicate data annotation concepts, process and model results to both technical and business audiences.
  • Audio Transcription: You will transcribe verbatim audio recordings, single and multi-speaker of varying dialects and accents and identify relevant keywords and sentiment labels.
  • Documentation: You will build a thorough understanding of data annotation and labeling conventions and develop documentation/guidelines for stakeholders and business partners.
  • Workflow Development: You will develop key workflows, processes and KPIs to measure annotation performance and assess quality.

Requirements:

  • Bachelor's/Master's Degree: A degree in Computer Science, Information Technology, Business Administration or related field.
  • Work Experience: 5-7 years of experience in data collection, analysis or research.
  • Collaboration and Communication Skills: Excellent collaboration and communication skills to work with cross-functional teams.
  • Technical Skills: Familiarity with data annotation tools, machine learning paradigms and programming languages like Python or R.
  • Industry Knowledge: Knowledge of the financial industry and its trends.

About Us:

We offer a competitive salary, comprehensive benefits package and opportunities for professional growth and development. Our company values diversity, equity and inclusion and is committed to creating a workplace culture that reflects these values.

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