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Automation Engineer (Machine Learning & React)

November 11, 2024
Full Time
Remotely
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Cloud Employee

Cloud Employee, is a UK-owned Philippines business established 8 years ago. We connect high-performing software engineer talent in the Philippines with some of the world’s leading and most innovative tech companies. Developers from the Philippines join to work as part of international engineering teams and grow their CVs and skill sets. 

We pride ourselves on being a supportive and cutting-edge workplace continuously investing in staff development, engagement, and well-being. We provide security, and career paths, along with individual training programs and mentoring.

  • Skills: NLP,  React for UI development, GraphQL, PostgreSQL, API integration
  • Remote or Makati Offices (Your choice)
  • Competitive Salary
  • Philippines Benefits + HMO
  • Shift: Mid Shift
  • Position: Full-time

Role Overview:

We are looking for a skilled Automation Engineer (Machine Learning with React experience) to develop and enhance our compliance automation platform. The ideal candidate will leverage Natural Language Processing (NLP), knowledge graph development, and real-time data retrieval to create actionable insights for compliance-related tasks. This role involves working on a Minimum Viable Product (MVP) that integrates cutting-edge technologies to streamline compliance processes and enhance regulatory audit readiness.

Job Description:
  • Ensure transparency and traceability through dynamic updates and progress tracking.
  • Facilitate human-in-the-loop verification for accountability and accuracy.
  • Create a visually interactive UI using React for enhanced user experience and feedback.
  • Develop an MVP based on Figma designs, integrating machine learning components and prompt engineering.
  • Implement NLP-driven prompt parsing to translate compliance queries into actionable tasks.
  • Utilize models such as GPT or BERT to detect compliance entities and map them to knowledge graph nodes.
  • Design and build a foundational knowledge graph to structure compliance knowledge domains (e.g., ISO, GMP).
  • Enhance contextual understanding and automate task mapping to industry-standard workflows.
  • Develop a Retrieval-Augmented Generation (RAG) system backed by PostgreSQL to access real-time compliance data from internal and external sources.
  • Use GraphQL to fetch and organize compliance metrics, delivering updates on compliance scores, risk flags, and audit summaries.
  • Integrate rule-based checks for compliance validation, supporting human reviewers in identifying missing certifications and risk areas.
  • Collaborate with design and product teams to ensure quality and adherence to specifications.
  • Manage and mentor a small support team, fostering collaboration and productivity.

Qualifications:
  • Proven experience in Machine Learning and Prompt Engineering.
  • Strong knowledge of Natural Language Processing and experience with pre-trained models (e.g., GPT, BERT).
  • Proficient in front-end development using React to create responsive and interactive user interfaces.
  • Familiarity with knowledge graph development and its application in compliance domains.
  • Experience with dynamic data retrieval systems, particularly using PostgreSQL.
  • Proficiency in GraphQL for backend queries and data access.
  • Understanding of compliance validation processes, including ISO and GMP standards.
  • Knowledge of API integration and automated compliance checks.
  • Excellent problem-solving skills and the ability to work collaboratively in a fast-paced environment.

Salary, Incentive and Benefits Packages:
  • Competitive Salary
  • Benefits package include HMO, training allowance, gym or food allowance, educational assistance for dependents, and more
  • An annual salary increase, as laid out in the contract
  • Free food and drinks during virtual events.
  • Company trips

Submit your CV today

Submit your CV today and one of our recruitment officers will get in touch with you!

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Based in

Philippines

Cloud Employee is a UK-owned Philippines business established 8 years ago. We connect high-performing software engineer talent in the Philippines with some of the world’s leading and most innovative tech companies. Developers join to work from the Philippines as part of international engineering teams and grow their CV and skill-set.

We pride ourselves on being a supportive and cutting-edge workplace that continuously invests in staff development, engagement, and well-being. We provide security, and career paths, along with individual training programs and mentoring.

Role Overview

  • Ensure transparency and traceability through dynamic updates and progress tracking.
  • Facilitate human-in-the-loop verification for accountability and accuracy.
  • Create a visually interactive UI using React for enhanced user experience and feedback.
  • Develop an MVP based on Figma designs, integrating machine learning components and prompt engineering.
  • Implement NLP-driven prompt parsing to translate compliance queries into actionable tasks.
  • Utilize models such as GPT or BERT to detect compliance entities and map them to knowledge graph nodes.
  • Design and build a foundational knowledge graph to structure compliance knowledge domains (e.g., ISO, GMP).
  • Enhance contextual understanding and automate task mapping to industry-standard workflows.
  • Develop a Retrieval-Augmented Generation (RAG) system backed by PostgreSQL to access real-time compliance data from internal and external sources.
  • Use GraphQL to fetch and organize compliance metrics, delivering updates on compliance scores, risk flags, and audit summaries.
  • Integrate rule-based checks for compliance validation, supporting human reviewers in identifying missing certifications and risk areas.
  • Collaborate with design and product teams to ensure quality and adherence to specifications.
  • Manage and mentor a small support team, fostering collaboration and productivity.

Candidate Requirements

  • Proven experience in Machine Learning and Prompt Engineering.
  • Strong knowledge of Natural Language Processing and experience with pre-trained models (e.g., GPT, BERT).
  • Proficient in front-end development using React to create responsive and interactive user interfaces.
  • Familiarity with knowledge graph development and its application in compliance domains.
  • Experience with dynamic data retrieval systems, particularly using PostgreSQL.
  • Proficiency in GraphQL for backend queries and data access.
  • Understanding of compliance validation processes, including ISO and GMP standards.
  • Knowledge of API integration and automated compliance checks.
  • Excellent problem-solving skills and the ability to work collaboratively in a fast-paced environment.

Nice to have

Salary, Incentive, and Benefits Packages

  • Competitive Salary
  • Benefits package include HMO, training allowance, gym or food allowance, educational assistance for dependents, and more
  • An annual salary increase, as laid out in the contract
  • Free food and drinks during virtual events.
  • Company trips

Do you think you are ready for the challenge?
Apply Now
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Submit your CV today

One of our recruitment officers will get in touch with you!
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.