Data Scientist - Search

Company Description

About SEEK

At SEEK, we serve a noble purpose: to help people live more productive and fulfilling working lives and to help organisations succeed.

By joining us, you’ll be part of a multinational technology business that is far-reaching with a start-up working culture that focuses on a set of collaborative values and appreciates dynamic cultures. SEEK is a place where potential meets possibility – it’s where your career aspiration and our purpose can make great things happen.

Why join us?

Be part of a multi-national tech company with strong core values to help us solve complex challenges for our customers while building a flexible, exciting career – one that could take you anywhere.

We’re looking for people who thrive in dynamic teams and enjoy tackling regular new challenges in a large-scale, modern, and agile environment.

As one of Asia Pacific’s largest tech companies, you’ll contribute to multi-lingual systems, solving high-impact problems to the benefit of millions of people within the region.

Be part of a fast-growing company with a strong culture and clear purpose, innovation and strong investment in responsible AI. SEEK offers you the opportunity to be involved in impactful work and be part of a great team.

Expect a great investment in your career development with access to workshops, conferences and courses while you work alongside seasoned experts.

Job Description

The Team

The AIPS team is structured into small, cross-disciplinary, autonomous teams of 8-20 people who research, design, develop and support ML data driven products to support the business needs of one or more of SEEK’s 18 global business units.

About the role

As a Data Scientist at SEEK, you'll be at the forefront of developing AI systems that transform the job search experience. You'll work with a diverse team of experts to solve complex challenges and drive meaningful outcomes. If you thrive on solving ambiguous problems and enjoy working with smart, motivated peers, this is the role for you.

Responsibilities

1. 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.
2. Model Development: Create models to improve candidate/job matching, including feature engineering and hyperparameter tuning.
3. Performance Validation: Ensure models meet business objectives through both online and offline tests (including A/B tests), along with ongoing monitoring.
4. Data Analysis: Collect, validate, and analyse data to identify challenges and opportunities for improving future search/recommendation capabilities.
5. Communication: Communicate findings and insights with other team members to continue upskilling and enhancing the team's knowledge and capabilities.
6. Innovate: Stay updated on data science trends, finding opportunities to adapt and incorporate innovative techniques.

Qualifications

Essential Experience, Skills and Competencies

1. Strong data extraction and processing skills using SQL and Python.
2. Familiarity with building, optimising and deploying machine learning models to deliver business value.
3. Good spoken and written English communication skills.
4. Degree in Computer Science, Engineering, Statistics, Mathematics, or a related field OR equivalent experience.

Desirable Experience, Skills and Competencies

1. 2+ years of commercial experience in data-driven products.
2. Solid understanding of diverse NLP approaches (e.g. NER, embeddings, transformer models).
3. Information retrieval expertise, with knowledge of concepts such as NDCG, learn to rank and collaborative filtering.
4. Experience with deep learning libraries, including PyTorch and huggingface transformers.
5. Familiarity with Databricks and/or AWS services such as EC2, S3, and Bedrock.
6. Experience using foundation language models (such as ChatGPT or Claude) to label data and evaluate correctness of model outputs.
7. Project management and agile practices.

Additional Information

Perks and benefits

At SEEK we offer:

1. Support of flexible working, including a mix of office and work from home days depending on your role
2. A commitment to operating sustainably, a certified carbon neutral business operation, with the target of 100% renewable energy by 2025, and net zero by 2030
3. Frequent events including sports days, year-end party, hackathon, and trivia

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 don't 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 with 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.