In-Demand Java Jobs in Mulgrave, Vic

Research Scientist - LLM Foundation Models
Binance —Melbourne VIC
- Full-time
- Hybrid work
- Research
- Master's degree
- APIs
Quick Apply
System Development Engineer, Network Core
Amazon Support Services Pty Ltd —Melbourne VIC
- Full-time
- AWS
Principal Engineer
News Corp —Melbourne VIC
- Full-time
- Hybrid work
- Azure
- AWS
- Agile
- Parental leave
Systems Development Manager, Network Core
Amazon Support Services Pty Ltd —Melbourne VIC
- Full-time
- Computer Science
- Engineering
- AWS
Threat Detection Analyst (Japanese & English speaking)
Fastly —Melbourne VIC
- Software troubleshooting
- English
Quick Apply
Senior Full Stack Developer
Serco Plc —Melbourne VIC
- Full-time
- Hybrid work
- DevOps
- Databases
- SQL
14h
Senior Penetration Tester
Packetlabs —Melbourne VIC
- Full-time
- Remote
- Master's degree
- SQL
- Bachelor's degree
Quick Apply
Delivery Consultant - Amazon Connect, AWS Professional Services
Amazon Web Services Australia Pty Ltd —Melbourne VIC
- Full-time
- CRM software
- Computer Science
- Salesforce
Security Engineer
ANZ Banking Group —Melbourne VIC
- Full-time
- Azure
- AWS
- Analysis skills
23h
Quality Engineering & Intelligent Automation Manager
RACV —Melbourne VIC
- Full-time
- Hybrid work
- Azure
- Salesforce
- DevOps
Sr. Systems Development Engineer, Region Services
Amazon Support Services Pty Ltd —Melbourne VIC
- Full-time
- Systems design
- AWS
- Software development
Principal Data Engineer
News Corp —Melbourne VIC
- Full-time
- Hybrid work
- Azure
- DevOps
- AWS
- Parental leave
Senior Cloud Engineer: National Security & Defence, Professional Services
Amazon Web Services Australia Pty Ltd —Melbourne VIC
- Full-time
- Master's degree
- AWS
- Bachelor's degree
Principal Developer API Platform
MYOB —Melbourne VIC
- Hybrid work
- Azure
- DevOps
- APIs
- Parental leave
DevOps Engineer â€“ Join a Mission-Driven Cyber Security & Defence Firm
The Argyle Network —Melbourne VIC
- $140,000 a year
- Full-time
- DevOps
- Engineering
- Office
Senior Product Security Engineer
Airwallex —Melbourne VIC
- $150,000 - $220,000 a year
- Full-time
- Google Suite
- Computer Science
- Salesforce
AWS infra
Pyramid Global Technologies —Melbourne VIC
- AWS
- APIs
Fintech Engineer
LHR —Melbourne VIC
- Full-time
- Hybrid work
- Azure
- SQL
- AWS
Quick Apply
Technical Team Lead – Supply Chain
Mecca Brands Pty Ltd —Richmond VIC
- Full-time
- Warehouse experience
- In-person
- Leadership
5d
Staff Product Security Engineer
Airwallex —Melbourne VIC
- Full-time
- Google Suite
- Computer Science
- Salesforce

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Research Scientist - LLM Foundation Models

Binance -
Melbourne VIC

Quick Apply

Job Details

Full-time

Qualifications

Law
Data structures
Research
Master's degree
Deep learning
Natural language processing
APIs
AI
Communication skills

Full Job Description

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by 300+ million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.

About the Role

We are seeking a highly skilled Research Scientist/Engineer to advance the reasoning and planning capabilities of large foundation models. In this role, you will enhance model performance across the entire development lifecycle—including data acquisition, supervised fine-tuning (SFT), reward modelling, and reinforcement learning—while driving innovations in reasoning and decision-making. You will synthesise large-scale, high-quality datasets through rewriting, augmentation, and generation techniques to strengthen foundation models during pretraining, SFT, and RL stages. A key part of the role involves solving complex tasks using System 2 thinking and applying advanced decoding strategies such as MCTS and A*. You will design and implement robust evaluation methodologies, teach models to interact with external tools, APIs, and code interpreters, and build agents and multi-agent systems capable of addressing sophisticated real-world problems.

Responsibilities

Reasoning and planning for foundation models: Enhance reasoning and planning throughout the entire development process, including data acquisition, model evaluation, SFT, reward modeling, and reinforcement learning, to improve overall performance.
Synthesize large-scale, high-quality data using methods such as rewriting, augmentation, and generation to improve the capabilities of foundation models in various stages (pretraining, SFT, RL).
Solve complex tasks using system 2 thinking and leverage advanced decoding strategies such as MCTS, A*.
Investigate and implement robust evaluation methodologies to assess model performance at various stages.
Teach foundation models to use tools, interact with APIs, and code interpreters. Build agents and multi-agent systems to solve complex tasks.

Requirements

Proficiency in research experience with RL, LLM, and familiarity with large-scale model training is preferred.
Proficiency in data structures and fundamental algorithm skills, and fluency in Python or C++/Java.
Experience with influential projects or papers in RL, NLP, or Deep Learning is preferred.
Excellent problem analysis and problem-solving skills, capable of deeply addressing challenges in large-scale model training and application.
Good communication and collaboration skills, with the ability to explore new technologies with the team and promote technological progress.

Why Binance

Shape the future with the world’s leading blockchain ecosystem
Collaborate with world-class talent in a user-centric global organization with a flat structure
Tackle unique, fast-paced projects with autonomy in an innovative environment
Thrive in a results-driven workplace with opportunities for career growth and continuous learning
Competitive salary and company benefits
Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)

Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.

By submitting a job application, you confirm that you have read and agree to our Candidate Privacy Notice.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

Quick Apply

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java jobs in mulgrave, vic

Research Scientist - LLM Foundation Models

System Development Engineer, Network Core

Principal Engineer

Systems Development Manager, Network Core

Threat Detection Analyst (Japanese & English speaking)

Senior Full Stack Developer

Senior Penetration Tester

Delivery Consultant - Amazon Connect, AWS Professional Services

Security Engineer

Quality Engineering & Intelligent Automation Manager

Sr. Systems Development Engineer, Region Services

Principal Data Engineer

Senior Cloud Engineer: National Security & Defence, Professional Services

Principal Developer API Platform

DevOps Engineer â€“ Join a Mission-Driven Cyber Security & Defence Firm

Senior Product Security Engineer

AWS infra

Fintech Engineer

Technical Team Lead – Supply Chain

Staff Product Security Engineer

I want to receive the latest job alert for java in mulgrave, vic

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