Candidate fit35%82
JD evidence
Applied science
Probability and linear algebra
Python or Scala
Candidate proof
Documented ML project
Time-series portfolio evidence
Gaps
LLM evaluation
Production deployment
Xero · Sydney / Melbourne
Senior Applied Scientist
Archived after the requisition disappeared from Xero's official Ashby job-board API; history retained.
benchmark82opportunity score
Closed / archivedChecked 7 Sept 2026
Hard-constraint gateVerify before applying
- work authorizationAustralia work rights or sponsorship
Confirm eligibility with the recruiter before extensive tailoring.
Responsibilities
- Lead applied research
- Build and monitor intelligent algorithms at scale
Requirements
- Applied science
- Probability and linear algebra
- Python or Scala
- LLM evaluation
- Production deployment
Compensation: not stated
The employer did not state compensation. No estimate is presented as official.
Explainable score · 2026-08-v1
Why this score?
82/100
Career upside20%90
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 88%Explanation coverage 95%