Candidate fit35%78
JD evidence
Production Python
Distributed systems and SQL
LLM product integration
Candidate proof
Documented ML project
Time-series portfolio evidence
Gaps
ML frameworks and orchestration
Xero · Sydney
Senior Engineer – ML Systems (AI Products)
Newly verified ML-systems opening joining distributed production engineering with LLM product delivery.
stretch78opportunity score
Verified openChecked 7 Sept 2026
Hard-constraint gateVerify before applying
- work authorizationAustralia work rights or sponsorship
Confirm eligibility with the recruiter before extensive tailoring.
Responsibilities
- Design production AI infrastructure
- Move applied-science models safely into products
Requirements
- Production Python
- Distributed systems and SQL
- LLM product integration
- ML frameworks and orchestration
Compensation: not stated
The employer did not state compensation. No estimate is presented as official.
Explainable score · 2026-08-v1
Why this score?
78/100
Career upside20%86
JD evidence
Research-to-production scope
Candidate proof
Research-to-industry portfolio
Gaps
None material
Compensation10%70
JD evidence
Candidate proof
Gaps
Employer compensation not stated
Actionability20%72
JD evidence
Official source captured
Candidate proof
Targeted CV draft available
Gaps
Australia work rights or sponsorship
Personal factors15%82
JD evidence
Candidate proof
English-working market preference
Gaps
None material
Source confidence 96%Explanation coverage 95%