In-Demand Forward deployed engineering manager, gen Jobs in Melbourne, Vic

AI Engineer - Applied
Johns Lyng Group —Melbourne VIC
- Urgently hiring
- Azure
- Master's degree
- APIs
4d
AI/ML Computational Scientist
Accenture —Melbourne VIC
- Full-time
- Doctoral degree
- Computer Science
- Master's degree
9d
Junior Carpenter- Part time
Next Gen Creations —Templestowe Lower VIC
- From $30 an hour
- Part-time
- Carpentry
- Construction experience
- In-person
Quick Apply
Software Sales (Digital Marketing Services & Web Design
Visda Technologies —Point Cook VIC
Principal Enterprise Architect
Workday —Melbourne VIC
- Full-time
- Salesforce
- AWS
- AI
- Flexible schedule
Associate Technical Director - Civil Urban Development
Arcadis —Melbourne VIC
- Engineering
- Business
Community Coordinator
Easygo —Melbourne VIC
- Full-time
- Parental leave
- Employee assistance program
Quick Apply
2d
Paid Social Specialist
King Kong —South Yarra VIC
- $75,000 - $100,000 a year
- Full-time
- Hybrid work
- Communication skills
- Marketing
- Work from home
Quick Apply
Telecom BSS Solution Architect
Cognizant —Melbourne VIC
- $100,000 a year
- Full-time
- Hybrid work
- Azure
- AWS
- APIs
13h
Implementation Consultant - AUSTRALIA
Zycus —Melbourne VIC
- Full-time
- AI
- Communication skills
Data Centre Field Service Technician
Firmus Technologies —Melbourne VIC
- Weekend availability
- Maintenance
- AI
- Communication skills
2d
Membership Sales Consultant
Next Gen Health & Lifestyle Clubs —Doncaster VIC
- Sales
- Customer service
- Communication skills
- On-the-job training
4d
Group Fitness Instructors Wanted
Next Gen Health & Lifestyle Clubs —Doncaster VIC
- CPR Certification
- Customer service
- First Aid Certification
3d
2027 Paediatric Emergency Medicine Registrar
Northern Health —Epping VIC
- $2,482 - $3,416 a week
- Full-time
- Management
- Research
- Paediatrics
Dispatch Supervisor
Senior Leadership InfraBuild —Sunshine VIC
- Full-time
- Management
- Microsoft Office
- Leadership
- Health insurance
- Annual leave
Digital Marketing Specialist
King Kong —South Yarra VIC
- $70,000 - $85,000 a year
- Full-time
- Hybrid work
- Marketing
- Time management
- Work from home
Quick Apply
Formulated Product Manager
AllKinds —Melbourne VIC
- Full-time
- Product management
- Communication skills
- Employee assistance program
- Referral program
Frontier Industry Advisor, FSI
Microsoft —Melbourne VIC
- Full-time
- Management
- Computer Science
- Master's degree
12d
Ideation Lead - YouTube
Spawnpoint Media —Melbourne VIC
- Hybrid work
- Research
- AI
- Communication skills
6d
Ca Gen Developer (Mainframe / COBOL)
FinXL —Melbourne VIC
- Contract
- APIs
- AI
8d

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forward deployed engineering manager, gen jobs near melbourne, vic

AI Engineer - Applied

Johns Lyng Group -
Melbourne VIC

Apply Now

Job Details

Permanent | Full-time
4 days ago

Qualifications

CI/CD
Azure
Law
MCP
Microsoft SQL Server
Git
Master's degree
PostgreSQL
Terrafrom
APIs
AI

Full Job Description

IT & Telecomms
IT - Other
VIC - Melbourne
Permanent / Full Time

11/8/2026

Join a dream team of engineers, architects & specialists shaping enterprise AI
the future of enterprise AI. Hybrid role based in Richmond with flexibility to w
Full Time Permanent Position - Immediate start available

About the Role:
Johns Lyng Group has been helping Australians recover from disaster for more than 70 years and has grown to become Australia's largest integrated disaster recovery and building services provider, with operations across Australia and New Zealand.

Based in our Richmond office, you'll join a close-knit technology team working on a major AI project that will change the way our business operates. Rather than building proofs of concept, you'll develop AI solutions that solve real operational challenges, improve the way our people work and support a business processing thousands of jobs every year. If you're looking for the opportunity to build AI that will be used every day, this is it.

We Offer:

Opportunity to join a growing organisation with a strong pipeline of work
Stability and job security with an established business
The chance to make an impact across multiple business units
Supportive, collaborative team environment
Career progression with clear pathways
Ongoing training, mentorship and development
Discounts on technology, cars, fashion and leisure
Modern systems and tools

Key Duties and Responsibilities:

Find routine, high-volume work across the business and turn it into AI-assisted workflows that people supervise rather than perform.
Design, build and maintain custom AI agents, including tool definitions, control flow, state and memory, retries, escalation paths and stopping conditions.
Integrate LLM and multimodal model APIs into production applications and build structured extraction from PDFs, scans, photos and emails with per-field confidence.
Write and maintain evaluation sets from real production data, set confidence thresholds, and support staged rollouts backed by evidence.
Design human-in-the-loop experiences that make AI confidence visible, simplify review and capture feedback for continuous improvement.
Instrument AI systems with tracing, token usage, cost, latency and quality metrics, and build dashboards that provide meaningful insights.
Build secure, production-ready AI solutions by managing prompt injection risks, permission boundaries, audit trails and approval gates.
Build and maintain shared AI capabilities, including MCP servers, tool libraries, prompt and configuration versioning, AI gateways and evaluation tooling.
Write clear documentation, build maintainable interfaces, and debug and support solutions through production and beyond.

Key Selection Criteria:

Proven experience shipping LLM-powered systems to real users and supporting them in production.
Experience designing and building AI agents, including tool design, orchestration, state management and human-in-the-loop workflows.
Strong Python and TypeScript skills, with experience building production-ready AI applications and services.
Experience with prompt and context engineering, structured outputs, evaluation frameworks and confidence-based AI systems.
Solid understanding of Model Context Protocol (MCP), AI security, prompt injection mitigation and responsible AI practices.
Experience managing model selection, token usage, latency, cost and performance in production environments.
Strong knowledge of leading AI models, including Google Gemini, Anthropic Claude and OpenAI GPT.
Hands-on experience with Google Cloud, particularly Vertex AI, Gemini, Cloud Run, BigQuery and related services.
5+ years' experience building and shipping production software, including API design, event-driven architecture, CI/CD, infrastructure as code, Git and testing.
Experience working across existing technology stacks, with the ability to quickly understand and contribute to established codebases.
Experience with vision and multimodal models, document extraction, AI observability, retrieval, vector search or workflow engines will be highly regarded.

Our environment:

Cloud: Google Cloud is the primary platform and where most new AI work lands. Microsoft Azure is also in the estate. Both are in play.
AI: Agent Platform and Gemini, Python agents deployed as containerised services, Microsoft 365 and Graph integration, with third-party model providers used where they are the better fit.
Applications: Service-based .NET platforms with workflow engines and Angular front ends, alongside long-standing line-of-business systems carrying significant document volume and many inbound integrations.
Data: SQL Server, PostgreSQL, BigQuery, and enterprise BI tooling.
Engineering: Azure DevOps for source control, pipelines and boards. Terraform for infrastructure. Datadog for observability.

Please note: A written technical assessment, criminal background check and medical will form part of the recruitment process.

Agency Notice: JLG do not accept unsolicited resumes or candidate profiles from recruitment agencies. Please do not forward resumes to hiring managers, or any other company employees. JLG are not responsible for any fees related to unsolicited resumes.

Apply Now

Refine Your Search

forward deployed engineering manager, gen jobs in melbourne, vic

AI Engineer - Applied

AI/ML Computational Scientist

Junior Carpenter- Part time

Software Sales (Digital Marketing Services & Web Design

Principal Enterprise Architect

Associate Technical Director - Civil Urban Development

Community Coordinator

Paid Social Specialist

Telecom BSS Solution Architect

Implementation Consultant - AUSTRALIA

Data Centre Field Service Technician

Membership Sales Consultant

Group Fitness Instructors Wanted

2027 Paediatric Emergency Medicine Registrar

Dispatch Supervisor

Digital Marketing Specialist

Formulated Product Manager

Frontier Industry Advisor, FSI

Ideation Lead - YouTube

Ca Gen Developer (Mainframe / COBOL)

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