Data Scientist - Personalisation
Data Scientist - Personalisation
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Job Description
About the Role
Join SEEKs Search team within the AIPS group and help develop AI systems that transform the job search experience. As a Data Scientist youll work with a diverse team of experts to solve complex challenges and drive meaningful outcomes in search and recommendations for job seekers across SEEKs global platforms.
Youll collaborate with product managers designers engineers and data scientists to design and implement intelligent matching systems that connect the right candidates with the right opportunities. If you thrive on solving ambiguous problems and enjoy working with smart motivated peers this is the role for you.
The Team
Join SEEKs Personalisation team where Data Scientists AI Engineers and Product Managers collaborate to transform how millions discover their next career opportunity. Operating as a specialised unit within SEEKs Artificial Intelligence & Analytics division we build sophisticated machine learning models adaptive interfaces and intelligent content systems that truly understand each candidates unique career in quarterly cycles were at the forefront of personalisation technologydeveloping deep candidate insights that directly impact how job seekers connect with life-changing opportunities.
What Youll 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 that improve 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 optimize model performance
- Contribute to the design and implementation of search systems that operate 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 analyze 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 :
Strong foundation in machine learning statistics and data analysis
A Masters or PhD in Computer Science Data Science Mathematics Statistics or a related quantitative field
Hands-on experience in model development feature engineering and optimisation
Proficiency in Python SQL and common data science libraries (e.g. Pandas Scikit-learn TensorFlow PyTorch)
Familiarity with ranking algorithms or personalisation techniques
Experience in A/B testing experimental design and evaluating model performance offline and online
Additional Information :
Permanent Perks
At SEEK we offer:
- Annual Performance Bonus Plan
- Support of flexible working including a mix of office and work from home days depending on your role.
- Paid and unpaid leave benefits including Personal Flexi Days and Volunteer Days as well as the opportunity to purchase additional leave
- Support for parents with 14 weeks paid primary carers leave and 2 weeks paid leave for partners
At SEEK we are passionate about fostering a culture of inclusion and wellbeing that embraces and values the diversity of our people. We are a purpose driven business that works with heart.
We know teams with diverse ideas experiences and perspectives are more creative and are critical to ensuring effective delivery and innovating to enable our future success. As such we welcome applications from people with diverse backgrounds and life experiences especially as they relate to gender sexual identity culture faith disability and life stages. If you have the skills curiosity and an adaptable mindset but dont meet every responsibility or qualification listed in this advertisement please still get in touch with us.
Should you require any specific support or adjustments throughout the recruitment process and beyond please advise us and we will be happy to assist.
For this role only those candidates with the eligible right to work will be considered.
SEEK kindly requests no unsolicited resumes or approaches from recruitment agencies and will not be responsible for any associated fees.
Remote Work :
Yes
Employment Type :
Full-time
Employment Type
Remote
