Machine Learning Engineer - SEEK Pass Hybrid Working
Machine Learning Engineer - SEEK Pass Hybrid Working
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Job Description
The Team
SEEK Pass is a trusted digital passport used by over 3 million people to manage and share their verified identity credentials and documents. We aim to integrate across the HR ecosystem to provide more value security and convenience for individuals and organisations in employmentrelated processes.
Our primary use case today is helping job seekers to stand out on SEEK by preverifying their qualifications licences and other credentials so that employers can shortlist them with confidence and speed. We operate as a distinct crossfunctional business unit with integrations into SEEKs job marketplaces across AsiaPacific.
Learn more about SEEK Pass at: https://seekpass
About the role
Our teams build products and solutions for internal and external customers across SEEK Pass and the wider SEEK Group. As an ML Engineer youll play a pivotal role in designing developing and deploying cuttingedge machine learning models (OCR IQA Document Classification Fraud Detection Face Recognition etc. leveraging data to drive impactful solutions. Youll collaborate closely with crossfunctional teams applying your expertise to design optimize and deploy scalable algorithms enhancing our products and services through the power of artificial intelligence.
Some of the technology were using includes Python Ruby on Rails PostgreSQL along with a strong focus on machine learning and AI leveraging AWS SageMaker AWS Lambda and many other AWS services LoRA PyTorch TensorFlow Transformers and scikitlearn. We work extensively with LLMs for multimodal tasks including computer vision and document understanding.
Qualifications :
For this role we have a very open mind in terms of specific work experience. If you have the right mindset and capabilities then we strongly encourage you to apply. Here are some things we would regard highly:
- Proven experience in developing and deploying machine learning models with a solid understanding of algorithms statistical modeling and optimization techniques.
- Mastery in Python for data manipulation scripting and model implementation.
- Proficiency in utilizing frameworks like TensorFlow PyTorch or Keras to build and deploy neural networks and deep learning models.
- Strong skills in data preprocessing feature engineering and exploratory data analysis (EDA) using tools like Pandas NumPy or similar libraries.
- Ability to evaluate model performance optimize algorithms and finetune parameters to achieve desired outcomes.
- Familiarity with cloud platforms (such as AWS GCP or Azure) and experience deploying ML models in production environments would be a significant advantage.
- A passion for continuous learning adaptability to evolving technologies and a drive to explore new methodologies and tools in the ML landscape.
As a team member we value the following traits:
- Passion and happiness in learning new things (if you dont know something you find out. If you cant do something you learn)
- A keen curiosity about the overall business context and building phenomenal user experiences
Nice to have (but not essential):
- Experience in a startup / scaleup environment
- Experience with identity or document verification and compliance
Additional Information :
Perks and benefits
At SEEK we offer:
- Support of flexible working including a mix of office and work from home days depending on your role.
- The opportunity to work from anywhere for up to 4 weeks per financial year
- Casual dress every day
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 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.
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Remote
