Senior Software Engineer - Computer Vision at Remitly

Sydney, New South Wales, Australia

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Identity Verification, Fraud Detection, Risk ManagementIndustries

Requirements

In-depth understanding of machine learning frameworks such as TensorFlow, Keras, or PyTorch. Experience in developing deep learning models is essential
Proficiency in programming languages such as Python, Java, or R for model development and algorithm implementation
Strong problem-solving abilities with a solid grasp of statistics, probability theory, and data analysis techniques
Ability to work effectively with cross-functional teams (including data scientists, software engineers, and product managers) to achieve common goals
Experience in similar roles focusing on anti-spoofing or biometric security

Responsibilities

Develop and design liveness detection systems that utilize AI algorithms to differentiate between real and fake biometric data. This includes analyzing facial features, eye movements, and other physiological indicators
Build and optimize deep learning models specifically for liveness detection. This involves selecting appropriate algorithms, conducting experiments, and optimizing model parameters to enhance accuracy and reliability
Identify and extract features from biometric data that are crucial for detecting spoofing attempts. This includes texture analysis, motion-based detection, and 3D depth analysis
Collaborate with data scientists to collect, clean, and preprocess large datasets required for training liveness detection models. Ensure data integrity and suitability for model development
Implement machine learning algorithms capable of processing real time biometric data to detect inconsistencies indicative of spoofing attempts. This includes integrating multimodal approaches such as facial recognition, fingerprint scanning, and iris recognition
Conduct rigorous testing of liveness detection systems to ensure performance in real-world scenarios. Validate models against various spoofing techniques to ensure robustness
Deploy liveness detection systems into production environments, ensuring scalability and high performance. Continuously monitor system outputs to identify any issues with accuracy or efficiency

Skills

Key technologies and capabilities for this role

Computer VisionDeep LearningMachine LearningLiveness DetectionBiometricsAI AlgorithmsFacial AnalysisEye Movement Analysis

Questions & Answers

Common questions about this position

What is the salary for this Senior Software Engineer role?

This information is not specified in the job description.

Is this position remote or does it require office work?

This information is not specified in the job description.

What key skills are required for this Senior Software Engineer - Computer Vision role?

The role requires expertise in deep learning model development, machine learning algorithms, feature engineering from biometric data, AI algorithms for liveness detection, and system testing.

What is the team and company culture like?

You'll join a strong team of passionate engineers at IDVerse, a Sydney-based start-up pioneering digital identity verification technology, building a world-class platform to fight identity fraud at a global scale.

What should I include in my application for this role?

Ensure your resume is kept between 1-2 pages and a max of 3 pages to meet the application requirements.

Remitly

International money transfer for immigrants

About Remitly

Remitly focuses on international money transfers, helping immigrants send money to their families quickly and securely at lower costs than traditional banks. The company charges transaction fees and earns from the exchange rate margin, offering various transfer options like bank deposits and cash pickups. Remitly enhances user experience through its website and mobile app, allowing real-time tracking of transfers, and engages with immigrant communities by providing helpful resources and educational support. Its goal is to meet the unique needs of immigrants while ensuring fast, affordable, and reliable money transfer services.

Seattle, WashingtonHeadquarters

2011Year Founded

$423.9MTotal Funding

IPOCompany Stage

Fintech, Financial ServicesIndustries

1,001-5,000Employees

Benefits

Continuing Education or Travel Stipend

Office Culture

Flexible PTO, Schedules and Leaves

DEI Learning Opportunities

Community Engagement

Inclusive Benefits

Risks

Swift's integration into banks' channels poses a competitive threat to Remitly.

AI agents' rise may challenge Remitly's operational model in efficiency and cost-effectiveness.

Schall Law Firm's investigation could impact investor confidence and Remitly's reputation.

Differentiation

Remitly focuses on immigrants, offering competitive rates and fast, secure transactions.

The company leverages technology for a seamless user experience via its app and website.

Remitly engages with immigrant communities through content and educational initiatives.

Upsides

Increased digital wallet adoption in key markets expands Remitly's reach to unbanked individuals.

AI agents in operations could reduce costs and improve Remitly's efficiency.

Visa collaboration enhances Remitly's cross-border fund flow services, boosting customer satisfaction.

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