Talent.com
Postdoctoral Fellowship in Fairness Research in Machine Learning (FairML) –CSIRO
Postdoctoral Fellowship in Fairness Research in Machine Learning (FairML) –CSIROAustraliandatascience • Moe, Australia
Postdoctoral Fellowship in Fairness Research in Machine Learning (FairML) –CSIRO

Postdoctoral Fellowship in Fairness Research in Machine Learning (FairML) –CSIRO

Australiandatascience • Moe, Australia
30+ days ago
Job description

Join the CSIRO Data61 Team as a Postdoctoral Fellow in Machine Learning

Are you holding a PhD in machine learning, computer science, statistics, or applied mathematics? Are you eager to conduct cutting-edge research in machine learning? Join the CSIRO Data61 team for this exciting 3-year postdoctoral role.

CSIRO Early Research Career (CERC) Postdoctoral Fellowships offer opportunities for scientists and engineers who have recently completed their doctorate and have less than three years of relevant postdoctoral experience. These fellowships aim to develop the next generation of future leaders in innovation.

Research Focus

This project addresses the biases in machine learning algorithms that impact high-stake, human-centric decisions such as credit scoring and judicial sentencing. While fairness research has contributed to more equitable algorithms, understanding how various bias sources combine to create overall bias remains limited. The project aims to disentangle ML bias into algorithmic and data bias, focusing on intersectional subgroups. The developed techniques will also be applied to analyze biases in threatened species management and human-machine collaboration.

Additional Details

  • Location: Clayton, Victoria, with opportunities to travel to Canberra, Sydney, and Brisbane
  • Salary: AU$92k – AU$101k plus up to 15.4% superannuation
#J-18808-Ljbffr
Create a job alert for this search

Postdoctoral Fellowship in Fairness Research in Machine Learning (FairML) –CSIRO • Moe, Australia

Similar jobs

Assistant Professor (Lecturer/Senior Lecturer)

American finance AssociationMoe, AU

Job Description & Qualification.The Department of Banking and Finance, Monash Business School, Melbourne, Australia, is seeking to recruit top academic faculty to tenure‑track positions at the Assi...Show more

 • Promoted

Senior Data Scientist

Bapcor LimitedMoe, AU

Bapcor Ltd, the leading automotive aftermarket provider of accessories, equipment and service.We host one of the widest ranges of car parts in the world, with brands including Burson, Autobarn, Mid...Show more

 • Promoted

Finance Assistant Professor — Research & Teaching Leader

American finance AssociationMoe, AU

A leading academic institution in Melbourne, Australia, is seeking faculty for tenure-track positions at the Assistant Professor level starting July 1, 2026.Candidates should have expertise in fina...Show more

 • Promoted

Lead Animal Technologist - Welfare & Research Support

Monash UniversityChurchill, AU

A leading university in Australia is seeking a Senior Animal Technologist to oversee animal care operations, ensuring compliance with ethical standards and legislative requirements.The role involve...Show more

 • Promoted

Cardiology Clinical Research Nurse Coordinator – Travel

Advara HeartCare groupMoe, AU

Advara HeartCare group is seeking a Clinical Nurse – Clinical Research Coordinator in Monash, Victoria.In this full-time role, you will conduct study visits and collaborate with cardiologists on cl...Show more

 • Promoted

Supplier Quality Engineer - Medical Devices

AlconMoe, AU

A leading global eye care company in Victoria is seeking an experienced individual in supplier management.The role involves investigating nonconforming materials, analyzing defect data, and collabo...Show more

 • Promoted

Territory Manager - Specimen Management

BDMoe, AU

Ready to take your sales career to the next level in a role that shapes pathology lab practice across VIC/TAS?.At BD, possibility isn’t an idea.BD's Specimen Management has shaped the science of sp...Show more

 • Promoted

Senior Animal Technologist

Monash UniversityChurchill, AU

Pro-rata of $86,344 - $99,179 pa HEW Level 5 (plus 17% employer superannuation).This is an excellent opportunity to combine hands-on technical expertise, leadership, and collaboration with research...Show more

 • Promoted

Animal Technician - Gippsland

Monash UniversityChurchill, AU

Fixed-term appointment until 6th April 2027.Pro rata of $69,079 - $77,760 pa HEW Level 3 (plus 17% employer superannuation).Join a team of dedicated professionals at the Monash Animal Research Plat...Show more

 • Promoted

Clinical Specialist – Specimen Management & Education Lead

BDMoe, AU

A global MedTech leader is seeking a Clinical Specialist – Specimen Management to support healthcare teams across Victoria.This role involves using clinical expertise to drive education and improve...Show more

 • Promoted

Ophthalmic Medical Device Field Specialist

Michael PageMoe, AU

A leading medical device firm is seeking a dynamic sales professional to drive revenue growth in the ophthalmology sector within the Melbourne area.This role requires a strong sales-first mindset w...Show more

 • Promoted

Clinical Research Coordinator

Advara HeartCare groupMoe, AU

Clinical Nurse – Clinical Research Coordinator.Fulltime Role - Registered Nurse.Role required to travel across two sites - Advara HeartCare Mulgrave Hospital location & Advara HeartCare Heidelberg ...Show more

 • Promoted

Postdoctoral Fellowship in Fairness Research in Machine Learning (FairML) – CSIRO

AustraliandatascienceMoe, AU

Join the CSIRO Data61 Team as a Postdoctoral Fellow in Machine Learning.Are you holding a PhD in machine learning, computer science, statistics, or applied mathematics? Are you eager to conduct cut...Show more

 • Promoted

Animal Care Technician - Flexible Research Support

Monash UniversityChurchill, AU

A prominent university in Gippsland is seeking a dedicated Animal Technician for a part-time role.The successful candidate will provide expert care and technical support to research animals while a...Show more

 • Promoted

Field Territory Manager – Specimen Management

BDMoe, AU

A leading medical technology company in Australia, seeks a Territory Manager for VIC/TAS to drive growth in pathology and hospital practices.Your role involves building relationships with stakehold...Show more

 • Promoted

Senior Electrochemical Sensor Scientist (Implantable)

Proton IntelligenceMoe, AU

A medical technology company located in Melbourne is seeking a Senior Analytical Electrochemist to lead the development of implantable potentiometric sensors.The ideal candidate will have a degree ...Show more

 • Promoted

Postdoc: Fairness in Machine Learning for Impact

AustraliandatascienceMoe, AU

An innovative opportunity awaits as a Postdoctoral Fellow in Machine Learning with a leading research team.This role involves conducting groundbreaking research to address biases in machine learnin...Show more

 • Promoted

Senior Data Scientist - AI-Driven Analytics & Production

Bapcor LimitedMoe, AU

A leading automotive aftermarket provider in Victoria seeks a Senior Data Scientist to create advanced analytics solutions using AI and machine learning.In this role, you'll partner with stakeholde...Show more