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Machine Learning / Data Engineer

FASTA|Posted 5 days ago

Skills and experience

Role:Machine learning engineer
Other roles:Data engineer, Data scientist
Experience in role:3+ years
Language proficiency:English
Must-have skills:
    AWS
    Python
    Amazon SageMaker
Nice-to-have skills:
    Machine Learning
    Natural Language Toolkit
    Natural Language Processing

Location and salary

Remote policy:Hybrid
Location of job:Cape Town, South Africa
Visa requirements:Authorised to work in South Africa With status of citizen/passport holder, permanent resident or work permit/visa holder
Visa sponsorship:Unable to sponsor visa
Employment type:Permanent

Role description

We're a rapidly expanding fintech lender seeking a Machine Learning / Data Engineer to scale our ML-driven decisioning systems. You'll be at the forefront of our technology, deploying models into production and building robust infrastructure for our instant loan platform.

In this role, you'll work on model deployment and MLOps, collaborating with data scientists to operationalize ML models. You'll build and optimize AWS-based data pipelines, work with MongoDB and PostgreSQL, and develop APIs for model inference. We're looking for someone with 3+ years of experience in ML Engineering or related fields, strong Node.js skills, and expertise in AWS services.

Join our team and you'll enjoy a competitive salary, remote-friendly work environment, and the opportunity to shape the future of fintech lending. We offer a learning budget for professional development and the chance to work on cutting-edge, real-time decision engines. If you're passionate about ML deployment and fintech innovation, we want to hear from you!

About FASTA

15-50 employees

Who we are

FASTA are world leaders in autonomous online end-to-end using our own cloud lending platform. (See www.fasta.co.za).

We are engineers - We Create platforms.

Our own Front End Engine Framework allows us to craft effortless application processes for our customers. These work in concert with Our Backend Process Engines which provide highly configurable business process workflows that are coded and parameterized activities; all orchestrated though our Rules Engines to provide maximum configuration options.

Our End-to-End solution includes our Configuration Portal and the Customer Agent Portal which integrates with Call Centre switchboards.

So whether you like working on front end frameworks, backend apis, 3rd party integrations, process flows, platform architecture, risk algorithms, machine learning, deployment automation, test engineering or front end dashboards with systems and business metrics integrations. Or whether you just plain love learning and coding - there is something here to get your teeth into.

The Disruptive Result

Our FASTA implementation delivers a fully autonomous experience to the end consumer, while simultaneously delivering a massively efficient business process.

Cloud and Scale

Our architecture and platform is highly configurable, utilising the AWS cloud stack intensively.

Net Result

Our FASTA lending platform is completely automated and autonomous. A consumer can land on our Homepage and have the money paid into their account in 3 minutes (or less). No Humans involved. Our tech. Our innovations. Our disruptive thinking.

Tools

We are a TypeScript shop that employs JavaScript, Node.js and AngularJS. Our production database is MongoDB with a real-time synchronization to a PostgreSQL RDS instance. C# is used for some internal development tools.

We have an extremely resilient processing stack utilising AWS SQS, SNS, SES, CloudFront and SWF in conjunction with a configurable, robust, home-grown workflow engine.

We have invented and built and continue to innovate our platform which allows FASTA to rapidly deploy new features and innovations.

Why Work For Us

We are a passionate technical engineering company that is heavily invested in cutting-edge technology. Nothing is off the table; all ideas are entertained and independent R&D is encouraged. This is a place for you if you love coding, you're creative, or interested in getting involved in what makes the tech industry tick.

Our Culture : Beer Debate Humour

We are a relaxed team focused on all that is tech. Every bit of it. We love R&D and bleeding edge tech. We are mid-sized where everyone has a voice. It is a place where your skills are respected and where your ability to learn is tested daily. It is also a place where a sense of humor is valued and required.

Our recruitment procedure

Consists of a face to face meeting with our CTO and code assessment to show off your skills (*if required)! Lastly we'll have a follow up session with our CEO to make sure you're a great fit. All being well, we make an offer of appointment (subject to credit & criminal checks) and welcome you to our team!

Perks at FASTA

Flexible Hours
Friday craft beers
Awesome coffee
Working with a great group of engineers
No Dress Code
Non-corporate relaxed work space

Tech Stack

application and data

Amazon S3
Amazon S3
Amazon EC2
Amazon EC2
AngularJS
AngularJS
PostgreSQL
PostgreSQL
Javascript
Javascript
Node.js
Node.js
Redis
Redis
MongoDB
MongoDB
MEAN Stack
MEAN Stack
HTML5
HTML5
C#
C#
Bootstrap
Bootstrap

utilities

Amazon Route 53
Amazon Route 53
Amazon SES
Amazon SES
Google Analytics
Google Analytics

dev ops

Bower
Bower
GitHub
GitHub
Grunt
Grunt
Jenkins
Jenkins
Git
Git
Chef
Chef
npm
npm
Bitbucket
Bitbucket

business tool

Slack
Slack
Trello
Trello
MailChimp
MailChimp
JIRA
JIRA

Office Photos

Office photo
Office photo

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