Job Description

AkiraKan Limited is looking for an extraordinary Full Stack Engineer to develop and deploy deep learning infrastructure for our autonomous vehicles and mapping teams. You will join our Deep Learning Infrastructure team that builds the essential tools, frameworks, and services used by engineers at Akirakan. We are the team that accelerates the development cycle of AI at scale by provisioning tools and platforms for our team to schedule, track, and monitor their jobs, datasets and metadata.
You will be able to closely interact with others within the company who are experts in perception systems, mapping, deep learning algorithms, edge computing and robotics. There is an opportunity to make a strong impact on products, while having the freedom and bandwidth to tinker. Come join us to enjoy flexible working hours, attractive rewards and a promising career outlook.

What you will be doing:

• Design and implement reliable, scalable, and performant distributed data pipelines.
• Build platforms and services for internal teams to interact with the large scale AI systems.
• Connect our machine learning code to data warehouses/databases, and these databases to the frontend. This platform will support our engineers to schedule, launch, monitor, track and debug experiments, jobs and models. 
• Work on the platform of tools and infrastructure of whatever the machine learning team needs to be effective. This spans the scope from the machine learning code in Python to back-end and front-end work in JavaScript.
• Coordinate required hardware resources with the team managing the cluster hardware to maintain high availability and utilization.
• Work with the Machine Learning team and customers directly to understand requirements and priorities.

Job Requirements

• BS in Computer Science or similar technical field of study or equivalent practical experience.
• Strong understanding of JavaScript, Python, and Linux.
• Familiarity with the whole web stack development.
• Experience building modern web applications using React/Redux/Vue.js/Angular or similar.
• Interest in machine learning, computer vision or neural networks.

Nice to Have:

• Experience building scalable infrastructure on the cloud with C++, Java, or Golang (or similar)
• Experience working with relational and NoSQL databases
• Experience with Kafka, Airflow, Spark, Beam or other data processing tools
• Experience of deploying machine learning pipelines, for example TFX/TorchServe

Skills