EntrustPosted 1 month ago

Senior ML Engineer, Doc Fraud

EntrustPosted 1 month ago

HybridLondon, England, United Kingdom or Lisbon, Lisbon, Portugal

London, England, United Kingdom or Lisbon, Lisbon, PortugalHybridFull TimeSenior LevelLarge

Full TimeSenior LevelLarge

Job Summary

Design and optimize production ML systems for document extraction and classification, leveraging VLMs, LLMs, and traditional approaches to enable secure customer onboarding. Lead technical design from RFC through implementation, building repeatable training pipelines, GPU-optimized inference, and robust labeling workflows. Drive performance, scalability, and reliability by proactively addressing technical debt, establishing metrics, and conducting rigorous code reviews. Mentor team members through pair programming and technical guidance while coordinating cross-functional solutions across Applied Science, Product, and Operations.

Required Qualifications

Strong production engineering experience
Hands-on LLM/ML systems experience
Comfortable with frameworks like TensorFlow, PyTorch, or Triton
Understanding of the engineering challenges of productionizing ML
T-shaped expertise with deep expertise in at least one area (e.g., ML infrastructure, backend systems, performance optimization)
End-to-end ownership of complex projects from idea through design, implementation, and production
Comfortable building production services in Python
Understanding of cloud infrastructure (AWS with Kubernetes)
Ability to make sound technical decisions in ambiguous situations
Track record of taking initiative across multiple areas
Comfortable guiding junior engineers
Ability to provide constructive code reviews
Ability to adapt communication style to audience
Ability to identify technical debt and tackle it strategically
Ability to seek empirical evidence to validate ideas
Ability to balance short-term needs with long-term architecture
Ability to make tradeoffs and articulate scalability and reliability constraints
Experience working with Product to prioritize features
Experience leading RFCs and reviewing critical code
Experience holding peers accountable for quality (code review, testing, documentation)
Experience making well-reasoned tradeoffs between competing priorities
Experience with pair programming and technical guidance
Experience with collaborative problem-solving
Experience with cross-cutting technical problems
Experience with squad-based organization, retrospectives, and written documentation (RFCs, DACIs)
Experience with cross-functional partnerships
Experience delivering highly accurate and performant document classification and extraction solutions
Experience with global document coverage
Experience with Document Verification offerings
Experience with customer onboarding experiences
Experience with financial services
Experience with driving verification
Experience with proof of address
Experience with fraud detection capabilities
Experience with identity processing
Experience with government identity documents
Experience with secure document verification
Experience with fraud prevention
Experience with seamless customer onboarding
Experience with VLM/LLMs
Experience with traditional ML approaches
Experience with production systems at scale
Experience with designing training and evaluation pipelines
Experience with optimizing inference for real-time extraction
Experience with integrating as part of product offering
Experience with GPU optimizations for inference
Experience with advanced labeling workflows
Experience with model accuracy improvement
Experience with robust solutions
Experience with measurable customer value
Experience with faster processing
Experience with more accurate extraction
Experience with performance, scalability, and reliability
Experience with deeply understanding how systems operate in production
Experience with identifying and tackling technical debt proactively
Experience with scoping and staging releases effectively
Experience with building metrics into features to measure success empirically
Experience with leading RFCs
Experience with reviewing critical code
Experience with holding peers accountable for quality
Experience with making well-reasoned tradeoffs between competing priorities
Experience with prioritizing features
Experience with ensuring team delivers on commitments
Experience with mentoring and enabling other engineers
Experience with pair programming
Experience with technical guidance
Experience with collaborative problem-solving
Experience with helping team members deliver quality code
Experience with navigating complex challenges
Experience with growing skills
Experience with coordinating solutions to cross-cutting technical problems
Experience with working seamlessly across team and organizational boundaries
Experience with overcoming roadblocks respectfully and constructively
Experience with ensuring dependencies are tracked
Experience with ensuring issues have clear owners
Experience with contributing to a culture of continuous improvement
Experience with psychological safety
Experience with collaboration
Experience with active participation in squad-based organization
Experience with retrospectives
Experience with written documentation (RFCs, DACIs)
Experience with cross-functional partnerships
Experience with learning-forward initiatives
Experience with exciting challenges
Experience with remote, hybrid, or on-site work
Experience with flexible options that fit lifestyle
Experience with sharing ideas
Experience with brainstorming solutions
Experience with working together to build a better tomorrow
Experience with valuing all identities
Experience with diversity, inclusion, and respect
Experience with unconscious bias training for leaders
Experience with global affinity groups
Experience with creating a community where everyone is encouraged to be themselves
Experience with innovating
Experience with growing career
Experience with collaborating in a dynamic environment
Experience with making a difference
Experience with building a more secure world
Experience with identity-centric security solutions
Experience with cutting-edge, scalable technologies
Experience with serving over 150 countries
Experience with keeping the world moving safely
Experience with curiosity, dedication, and innovation
Experience with anticipating the future
Experience with shaping the future
Experience with empowering careers
Experience with fostering collaboration
Experience with building solutions
Experience with helping keep the world moving safely
Experience with identity verification
Experience with document extraction
Experience with document fraud
Experience with document classification
Experience with document verification
Experience with document processing
Experience with document onboarding
Experience with document security
Experience with document fraud prevention
Experience with document fraud detection
Experience with document fraud mitigation
Experience with document fraud management
Experience with document fraud analysis
Experience with document fraud investigation
Experience with document fraud reporting
Experience with document fraud auditing
Experience with document fraud compliance
Experience with document fraud regulation
Experience with document fraud law
Experience with document fraud policy
Experience with document fraud procedure
Experience with document fraud protocol
Experience with document fraud standard
Experience with document fraud guideline
Experience with document fraud best practice
Experience with document fraud recommendation
Experience with document fraud suggestion
Experience with document fraud advice
Experience with document fraud opinion
Experience with document fraud view
Experience with document fraud perspective
Experience with document fraud outlook
Experience with document fraud forecast
Experience with document fraud prediction
Experience with document fraud estimation
Experience with document fraud calculation
Experience with document fraud measurement
Experience with document fraud evaluation
Experience with document fraud assessment
Experience with document fraud analysis
Experience with document fraud review
Experience with document fraud check
Experience with document fraud test
Experience with document fraud trial
Experience with document fraud experiment
Experience with document fraud study
Experience with document fraud research
Experience with document fraud investigation
Experience with document fraud inquiry
Experience with document fraud question
Experience with document fraud answer
Experience with document fraud response
Experience with document fraud reply
Experience with document fraud feedback
Experience with document fraud comment
Experience with document fraud note
Experience with document fraud remark
Experience with document fraud observation
Experience with document fraud notice
Experience with document fraud warning
Experience with document fraud alert
Experience with document fraud signal
Experience with document fraud indicator
Experience with document fraud marker
Experience with document fraud tag
Experience with document fraud label
Experience with document fraud category
Experience with document fraud class
Experience with document fraud type
Experience with document fraud kind
Experience with document fraud variety
Experience with document fraud form
Experience with document fraud shape
Experience with document fraud structure
Experience with document fraud pattern
Experience with document fraud trend
Experience with document fraud flow
Experience with document fraud process
Experience with document fraud workflow
Experience with document fraud procedure
Experience with document fraud protocol
Experience with document fraud standard
Experience with document fraud guideline
Experience with document fraud best practice
Experience with document fraud recommendation
Experience with document fraud suggestion
Experience with document fraud advice
Experience with document fraud opinion
Experience with document fraud view
Experience with document fraud perspective
Experience with document fraud outlook
Experience with document fraud forecast
Experience with document fraud prediction
Experience with document fraud estimation
Experience with document fraud calculation
Experience with document fraud measurement
Experience with document fraud evaluation
Experience with document fraud assessment
Experience with document fraud analysis
Experience with document fraud review
Experience with document fraud check
Experience with document fraud test
Experience with document fraud trial
Experience with document fraud experiment
Experience with document fraud study
Experience with document fraud research
Experience with document fraud investigation
Experience with document fraud inquiry
Experience with document fraud question
Experience with document fraud answer
Experience with document fraud response
Experience with document fraud reply
Experience with document fraud feedback
Experience with document fraud comment
Experience with document fraud note
Experience with document fraud remark
Experience with document fraud observation
Experience with document fraud notice
Experience with document fraud warning
Experience with document fraud alert
Experience with document fraud signal
Experience with document fraud indicator
Experience with document fraud marker
Experience with document fraud tag
Experience with document fraud label
Experience with document fraud category
Experience with document fraud class
Experience with document fraud type
Experience with document fraud kind
Experience with document fraud variety
Experience with document fraud form
Experience with document fraud shape
Experience with document fraud structure
Experience with document fraud pattern
Experience with document fraud trend
Experience with document fraud flow
Experience with document fraud process
Experience with document fraud workflow
Experience with document fraud procedure
Experience with document fraud protocol
Experience with document fraud standard
Experience with document fraud guideline
Experience with document fraud best practice
Experience with document fraud recommendation
Experience with document fraud suggestion
Experience with document fraud advice
Experience with document fraud opinion
Experience with document fraud view
Experience with document fraud perspective
Experience with document fraud outlook
Experience with document fraud forecast
Experience with document fraud prediction
Experience with document fraud estimation
Experience with document fraud calculation
Experience with document fraud measurement
Experience with document fraud evaluation
Experience with document fraud assessment
Experience with document fraud analysis
Experience with document fraud review
Experience with document fraud check
Experience with document fraud test
Experience with document fraud trial
Experience with document fraud experiment
Experience with document fraud study
Experience with document fraud research
Experience with document fraud investigation
Experience with document fraud inquiry
Experience with document fraud question
Experience with document fraud answer
Experience with document fraud response
Experience with document fraud reply
Experience with document fraud feedback
Experience with document fraud comment
Experience with document fraud note
Experience with document fraud remark
Experience with document fraud observation
Experience with document fraud notice
Experience with document fraud warning
Experience with document fraud alert
Experience with document fraud signal
Experience with document fraud indicator
Experience with document fraud marker
Experience with document fraud tag
Experience with document fraud label
Experience with document fraud category
Experience with document fraud class
Experience with document fraud type
Experience with document fraud kind
Experience with document fraud variety
Experience with document fraud form
Experience with document fraud shape
Experience with document fraud structure
Experience with document fraud pattern
Experience with document fraud trend
Experience with document fraud flow
Experience with document fraud process
Experience with document fraud workflow
Experience with document fraud procedure
Experience with document fraud protocol
Experience with document fraud standard
Experience with document fraud guideline
Experience with document fraud best practice
Experience with document fraud recommendation
Experience with document fraud suggestion
Experience with document fraud advice
Experience with document fraud opinion
Experience with document fraud view
Experience with document fraud perspective
Experience with document fraud outlook
Experience with document fraud forecast
Experience with document fraud prediction
Experience with document fraud estimation
Experience with document fraud calculation
Experience with document fraud measurement
Experience with document fraud evaluation
Experience with document fraud assessment
Experience with document fraud analysis
Experience with document fraud review
Experience with document fraud check
Experience with document fraud test
Experience with document fraud trial
Experience with document fraud experiment
Experience with document fraud study
Experience with document fraud research
Experience with document fraud investigation
Experience with document fraud inquiry
Experience with document fraud question
Experience with document fraud answer
Experience with document fraud response
Experience with document fraud reply
Experience with document fraud feedback
Experience with document fraud comment
Experience with document fraud note
Experience with document fraud remark
Experience with document fraud observation
Experience with document fraud notice
Experience with document fraud warning
Experience with document fraud alert
Experience with document fraud signal
Experience with document fraud indicator
Experience with document fraud marker
Experience with document fraud tag
Experience with document fraud label
Experience with document fraud category
Experience with document fraud class
Experience with document fraud type
Experience with document fraud kind
Experience with document fraud variety
Experience with document fraud form
Experience with document fraud shape
Experience with document fraud structure
Experience with document fraud pattern
Experience with document fraud trend
Experience with document fraud flow
Experience with document fraud process
Experience with document fraud workflow
Experience with document fraud procedure
Experience with document fraud protocol
Experience with document fraud standard
Experience with document fraud guideline
Experience with document fraud best practice
Experience with document fraud recommendation
Experience with document fraud suggestion
Experience with document fraud advice
Experience with document fraud opinion
Experience with document fraud view
Experience with document fraud perspective
Experience with document fraud outlook
Experience with document fraud forecast
Experience with document fraud prediction
Experience with document fraud estimation
Experience with document fraud calculation
Experience with document fraud measurement
Experience with document fraud evaluation
Experience with document fraud assessment
Experience with document fraud analysis
Experience with document fraud review
Experience with document fraud check
Experience with document fraud test
Experience with document fraud trial
Experience with document fraud experiment
Experience with document fraud study
Experience with document fraud research
Experience with document fraud investigation
Experience with document fraud inquiry
Experience with document fraud question
Experience with document fraud answer
Experience with document fraud response
Experience with document fraud reply
Experience with document fraud feedback
Experience with document fraud comment
Experience with document fraud note
Experience with document fraud remark
Experience with document fraud observation
Experience with document fraud notice
Experience with document fraud warning
Experience with document fraud alert
Experience with document fraud signal
Experience with document fraud indicator
Experience with document fraud marker
Experience with document fraud tag
Experience with document fraud label
Experience with document fraud category
Experience with document fraud class
Experience with document fraud type
Experience with document fraud kind
Experience with document fraud variety
Experience with document fraud form
Experience with document fraud shape
Experience with document fraud structure
Experience with document fraud pattern
Experience with document fraud trend
Experience with document fraud flow
Experience with document fraud process
Experience with document fraud workflow
Experience with document fraud procedure
Experience with document fraud protocol
Experience with document fraud standard
Experience with document fraud guideline

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