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Machine Learning Engineer

Machine Learning Engineer

One OutsourceMakati, Metro Manila, Philippines
3 days ago
Job description

Founded in 2003, One Outsource Direct Corp (OODC) is a leading BPO provider based in the Philippines, offering value‑driven solutions to local and international clients for over 21 years.

Join One Outsource

At OODC, you'll be part of a dynamic team that values initiative, continuous learning, and exceptional customer service. We offer career opportunities where passionate team members can grow, excel, and achieve success in a fast‑paced environment.

Job Description

One Outsource Direct Corporation (OODC) is seeking a highly analytical and detail‑oriented Machine Learning Engineer to join our team in a hybrid setup based in Makati. This role is essential for developing, deploying, and maintaining robust machine learning models, with a strong focus on data and annotation pipelines.

Responsibilities

  • Develop, deploy, and maintain production‑level machine learning models.
  • Collaborate directly with OODC project coordinators and client‑side research, data science, and annotation teams to integrate ML solutions.
  • Design, manage, and optimize large‑scale data and annotation pipelines, ensuring data quality and consistency.
  • Evaluate and validate model outputs and training data to ensure they meet technical and performance standards.
  • Adopt new ML frameworks, algorithms, and data taxonomies efficiently based on project requirements.
  • Analyze and assess data usefulness, feature relevance, and model alignment with established metrics.
  • Document model architectures, data pipelines, and performance results for internal and client review.
  • Participate in collaborative, multi‑round model refinement and review cycles with research and annotation teams.
  • Communicate technical concepts and model performance insights clearly to both technical and non‑technical stakeholders.
  • Work up to 40 hours per week in a hybrid setup, requiring both remote and on‑site presence in Makati.

Qualifications

  • Education : Bachelor’s degree (minimum) in Computer Science, Data Science, Electrical Engineering, Statistics, Applied Mathematics, or a related quantitative field.
  • Experience : 2–5 years in a data‑centric role or related position such as Software Engineer, Data Scientist, or ML Engineer.
  • Technical Proficiency : Strong hands‑on experience with commercial or open‑source data annotation tools and platforms.
  • Data / ML Knowledge : Solid understanding of machine learning principles, data labeling methodologies (e.g., bounding boxes, segmentation, transcription, NLP labeling), and impact of data quality on model performance.
  • Project Management : Proven experience managing complex projects, meeting deadlines, and coordinating large or diverse teams.
  • Analytical Skills : Strong critical thinking and problem‑solving abilities to identify issues and select the most suitable ML approaches.
  • Communication : Excellent verbal and written communication skills, with the ability to explain technical results clearly to both technical and non‑technical audiences.
  • Adaptability : Willingness to continuously learn and adapt in a rapidly evolving field of AI and data science.
  • Job Details

  • Seniority level : Entry level
  • Employment type : Full‑time
  • Job function : Engineering and Information Technology
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    Machine Learning Engineer • Makati, Metro Manila, Philippines

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