Title : Content & Operations Specialist (Core & Gen AI)
Location : Cubao, Quezon City
Work setup : 100% Onsite
Shift Schedule : Night Shift
Duration : 6 Months Project
PDO Core – Skill Requirements – Opening 1
Details
Core Functional Skills
- Confident use of internet-based tools and environments
- Working knowledge of social media platforms (e.g., Instagram, Facebook)
- Practical, day to day use of Microsoft applications
Content & Platform Operations
- Content review, classification, labeling, and annotation (text, image, video)
- Strict adherence to client policies and community guidelines
- Quality and consistency focus for machine learning training datasets
- Trend and pattern recognition across content and workflows
- Timely issue escalation impacting delivery, quality, or compliance
Analytical & Decision Skills
- Analytical thinking (Level 3)
- Sound judgment and decision making with policy awareness
- Strong attention to detail in high volume, accuracy critical work
- Structured and semi structured problem solving
Communication & Interpersonal Skills
- Clear written and verbal communication
- Empathy and community advocacy
- Effective collaboration with teams and stakeholders
- Communication / presentation skills (Level 2)
Productivity & Work Management
- Time management and multitasking (Level 3)
- Goal and results orientation (Level 3)
- Ability to meet TATs, AHT, productivity, and occupancy metrics
- Adaptability to continuous change and shifting schedules
Professional & Behavioral Competencies
- Customer service orientation (Level 3)
- Teamwork and collaboration (Level 3)
- Cultural and contextual awareness for region specific decisions
- Flexibility in cyclical and shifting work schedules
Language & Technical Proficiency
- Language proficiency: Rosetta Stone score B2 or higher
- Search engine proficiency (e.g., Google, Bing)
PDO GenAI – Skill Requirements – Opening 2
Prompt Understanding & Execution
- Strong reading comprehension (High)
- Ability to interpret ambiguous or loosely defined instructions
- Accurate execution of multi-step GenAI tasks (e.g., classify → reason → respond)
Creative & Technical Writing
- Creative writing aligned to rubric based evaluation
- Structured writing suitable for AI training datasets
- Written proficiency at C1 level
AI Reasoning & Critical Thinking
- Evaluating GenAI outputs for correctness, relevance, and safety
- Making judgment calls where no single right answer exists
Data Categorization & Labeling
- Consistent application of labeling taxonomies
- Pattern recognition across large GenAI data volumes
Decision Making in Ambiguous Contexts
- Confident decision making with partial or unclear information
- Comfort with ambiguity while balancing policy and context
Research & Information Synthesis
- Strong fact checking and validation skills
- Synthesizing information into clear, usable outputs
- Probing and follow Probing & Iterative Refinement
- up questioning to improve AI outputs
- Iterative refinement aligned with human in the loop AI workflows
Quality, Accuracy & Attention to Detail
- Detecting hallucinations, inconsistencies, and edge cases
- Maintaining speed without compromising accuracy
Instructional Communication
- Ability to translate complex tasks into clear, executable steps
GenAI Behavioral & Cognitive Readiness
- Resilience under high cognitive load
- Curiosity and learning agility around AI behavior
- Adaptability to frequent model and policy updates
- Strong ethical judgment and integrity
- Emotional intelligence and bias awareness
- Team based collaboration in shared GenAI pipelines
Thank You!
Kind Regards,
Atithi Sajwan
Sr Technical Recruiter – Phillipines Recruitment

Address: Unit MR, 15th Floor Robinson's Cyberscape, Gamma Topaz and Ruby Roads, Ortigas Center, San Antonio Pasig City, 1600.Philippines
Email: [HIDDEN TEXT], Website: www.artech.com
