Senior Machine Learning Engineer

February 10

Onfido

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Simplifying identity for everyone.

Identity Verification • Computer Vision • Machine Learning • Culture • Artificial Intelligence

501 - 1000

💰 Grant on 2020-08

Description

• Work in a cross-functional team to design, build, test and ship fraud-catching products. • Work closely with researchers to take research developed ML models to production. • Use off-the-shelf machine learning solution to provide simple initial solutions for fraud detection. • Design and implement efficient pre-processing steps around digital images or video files. • Extend existing ML pipeline to fit an increasing array of use cases. • Analyze algorithmic performances and identify common issues and potential improvements. • Provide technical guidance, support and advice to other engineers at Onfido.

Requirements

• Good knowledge and experience with Python. • Familiarity with scientific libraries and frameworks such as Numpy, Tensorflow, Keras, Scikit Learn, OpenCV, ONNX. • Interested in developing, deploying and monitoring production-facing machine learning systems. • You're enthusiastic and technically curious about ML technologies. • Capable with testing frameworks, such as PyTest. • Experience with dependency management tools (e.g. Poetry). • Nice to have: Knowledge of Docker and Kubernetes. • Familiarity with various different image and video file formats. • Understanding of Computer Vision and standard Machine Learning algorithms (like decision trees, neural networks, support vector machines, clustering,…).

Benefits

• 25 days annual leave plus a day off for your Birthday. • Two paid volunteering days per year.* • Life Assurance (3x Annual Base Salary)* • Generous paid parental leave. • Free mental health coaching provided online. • Life enrichment allowance of up €95 per month for services including gym, yoga, fitness classes, massages, childcare, and therapy. • Dedicated learning opportunities including using tools like Learnably with availability to use for learning resources such as books, coaches, conferences, courses, podcasts, and more • Our open and transparent culture is reflected in our “Better Together” motto and we bring this to life by meeting once a week for our global weekly roundup (OnThursday); holding quarterly team socials, and other company-wide social events. • Expense up to £300 (or local equivalent) to purchase workstation setup equipment • The opportunity to become a member of Onfido’s resource groups in order to learn different skills in our belonging groups *after 3 months