Fullstack Engineer - ML monitoring
JavaScript
Fullstack Engineer - ML monitoring
Warszawa
Type of work
Undetermined
Experience
Senior
Employment Type
B2B
Operating mode
Remote
Tech stack
JavaScript
React
Node.js
CSS
Python
AWS
Kubernetes
Docker
Job description
Online interview
Get to know us better
CodiLime is a software and network engineering industry expert and the first-choice service partner for top global networking hardware providers, software providers and telecoms. We create proofs-of-concept, help our clients build new products, nurture existing ones and provide services in production environments. Our clients include both tech startups and big players in various industries and geographic locations (US, Japan, Israel, Europe).
While no longer a startup - we have 200+ people on board and have been operating since 2011 we’ve kept our people-oriented culture. Our values are simple:
- Act to deliver
- Disrupt to grow.
- Team up to win.
The project and the team
The project involves:
- building tools and infrastructure to help teams bridge the gap between offline ML model building and making an impact on online business
- creating a monitoring & alerting solution for machine learning
What else you should know:
- The team consists of a project manager, fullstack engineers and devops
- Our tech stack for the project includes: React, JavaScript, NodeJS, CSS, Python, ML&AI (NumPy, Pandas, SciPy), Kubernetes, Docker, Helm, AWS, Kafka, MongoDB, MySQL, Druid, Redash, CircleCI, Git
- We use Agile methodology
- The client is based in the US
Product:
Monitoring and alerting system of ML model performance, impact on KPIs, data integrity, concept drift in real time.
Monitoring and alerting system of ML model performance, impact on KPIs, data integrity, concept drift in real time.
We work on multiple interesting projects at a time, so we may invite you to an interview for a different project if we see that your competencies and profile are well suited for it.
Your role
As a part of the project team, you will be responsible for:
- Developing new functionalities using an Agile approach
- Taking part in technical design discussions
- Delivering automatic tests for your code
- Validating the solution with the client (demo)
- Fixing discovered bugs efficiently and effectively
- Supporting teammates
Do we have a match?
As a Fullstack Engineer you must meet the following criteria:
- Good knowledge of React, JavaScript, CSS, NodeJS
- Good knowledge of Python
- Knowledge of Kafka
- Knowledge of SQL
- Knowledge of AWS including EC2, EKS, Kinesis, AWS Lambda
- Knowledge of Kubernetes, Docker
- Knowledge of Git
- Keen to learn or are familiar with Druid Stack
- Keen to learn or are familiar with MongoDB, TimeSeries DB
- Good communication skills, English (B2 level), ability to confront technical solutions with the team and the customer’s technical representatives to validate the solution with the client
More reasons to join us
- Flexible working hours and approach to work: fully remotely, in the office or hybrid
- Professional growth supported by internal training sessions and a training budget
- Solid onboarding with a hands-on approach to give you an easy start
- A great atmosphere among professionals who are passionate about their work
- The ability to change the project you work on
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