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Chief Data Architect

2 weeks ago

Melbourne, Victoria, Australia beBeeDataScientist Full time $137,420 - $182,550

About SEEK

SEEK's diverse businesses make a positive impact globally. Our purpose is to help people live more fulfilling and productive working lives and organisations succeed.

We create technology solutions to connect people with employment, education, small business, and volunteer opportunities. We have a culture of high-performance in our workplaces and celebrate employee diversity that contributes to organisational success.

SERVICE BY PEOPLE FOR PEOPLE

Our principles drive innovation: Passion, Team, Delivery, and Future. SEEK supports wellbeing by providing an amazing experience at work, making us AFR BOSS Top 10 Best Places to Work in Technology (2021-2024).

We value unique ideas, experiences, and perspectives in an inclusive environment.

Job Description

About the Role

You will develop AI systems transforming the job search experience. As a Data Scientist, you'll work with experts to solve complex challenges and drive meaningful outcomes in search and recommendations for job seekers across global platforms.

You'll collaborate with product managers, designers, engineers, and data scientists to design intelligent matching systems connecting the right candidates with opportunities. If you thrive on solving ambiguous problems and enjoy working with peers, this is the role for you.

The Team

You'll join the Search team, working alongside data scientists, software engineers, and product managers who are part of Artificial Intelligence & Analytics organisation. The team operates on quarterly planning cycles and maintains a collaborative culture through weekly stand-ups, knowledge sharing sessions, and project-specific meetings.

What You'll Do

Business Impact & Collaboration

  • Collaborate with AI Product Managers, Software Engineers, and fellow Data Scientists to solve business challenges and align projects with strategic goals.
  • Design, develop, and test new solutions improving the job search experience for millions of users.
  • Work within quarterly planning cycles to develop roadmaps focused on R&D for optimal job matching.

Model Development & Innovation

  • Create and enhance models to improve candidate/job matching for search and recommendations.
  • Perform feature engineering and hyperparameter tuning to optimise model performance.
  • Contribute to the design and implementation of search systems operating at global scale.

Performance & Validation

  • Ensure models meet business objectives through comprehensive online and offline testing, including A/B tests.
  • Perform offline evaluation of search systems and contribute to online experiment design.
  • Implement ongoing monitoring to maintain model performance and identify improvement opportunities.

Data-Driven Insights

  • Collect, validate, and analyse data to identify challenges and opportunities for improving search and recommendation capabilities.
  • Translate complex data insights into actionable recommendations for product and engineering teams.
  • Support evidence-based decision making across the Search team.

Qualifications

Technical Skills

  • Strong foundation in machine learning, statistics, and data analysis.
  • Masters or PhD qualification in Computer Science, Data Science, Mathematics, Statistics, or other quantitative field.
  • Experience with model development, feature engineering, and performance optimisation.
  • Proficiency in programming languages commonly used in data science (Python, R, SQL).
  • Understanding of search systems, recommendation engines, or related AI/ML applications.
  • Experience with A/B testing and experimental design.