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Data Science Innovator
3 weeks ago
At the forefront of AI systems development, you'll collaborate with experts to solve complex challenges and drive meaningful outcomes. This role is ideal for those who thrive on solving ambiguous problems and enjoy working with motivated peers.
Key Responsibilities- Solve Business Challenges: Collaborate with AI Product Managers, Software Engineers, and fellow Data Scientists to solve business challenges, align projects with business goals, and design, develop, and test new solutions.
- Model Development: Create models to improve candidate/job matching for search and recommendations, including feature engineering and hyperparameter tuning.
- Performance Validation: Ensure models meet business objectives through both online and offline tests (including A/B tests), along with ongoing monitoring.
- Data Analysis: Collect, validate, and analyze data to identify challenges and opportunities for improving future search/recommendation capabilities.
- Communication: Communicate findings and insights with other team members to continue upskilling and enhancing the team's knowledge and capabilities.
- Evaluate Models: Perform offline evaluation of search systems and contribute to the design of online experiments.
- Mentoring: Mentor junior Data Scientists and share technical expertise with the DS team.
The 'Search' team within the AIPS group is a team of data scientists, software engineers, and product managers. We work on a quarterly planning cycle to develop our roadmap, which consists of R&D for matching the best job ads for users who are looking for jobs on SEEK platforms globally.
This role offers opportunities for growth and professional development in a dynamic and supportive environment. If you're passionate about driving innovation and excellence, this could be the perfect opportunity for you.
Required Skills and Qualifications- Expertise in machine learning, data analysis, and programming languages such as Python or R.
- Strong problem-solving skills and ability to work effectively in a collaborative environment.
- Experience with data visualization tools and techniques.
- Excellent communication and interpersonal skills.
- Ability to mentor and train junior team members.
This role offers a competitive salary and benefits package, including opportunities for career growth and professional development. You'll also have access to cutting-edge technology and resources, as well as a dynamic and supportive team environment.
