Machine Learning Engineer (m/f/d)

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Created by Peer Schwirtz
Image Description
Peer Schwirtz
(Director Data Engineering @diconium data gmbh)
€ 55K - 75K
Berlin diconium data gmbh Mid Full time 50-200 Service
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Must have

Python
CI/CD (e.g. Azure Devops/Github Actions)
Tensorflow
Spark
Cloud (Azure/AWS)
Experience in training machine learning models
IaC

Nice to have

Monitoring
Golang
Kubernetes
Communication skills
Agile Methodologies
Airflow
C/C++

Methods and tools

Agile management

OKR

Scrum

Kanban

Agile

Version control system

GIT

Knowledge management

Confluence

Wiki

Own Wiki

Daily Tasks

Train, evaluate and scale machine learning models.

Integrate intelligent models for different services in enterprise infrastructures.

Work in an environment with state-of-the-art technologies and frameworks to provide scalable, cost-effective and flexible high-quality solutions to our customers.

Contribute your creativity and pioneering spirit to the further development of our machine learning architecture and the exploration of new trends.

Design, build and maintain the ML CI/CD pipeline and workflows that automates data collection, data analysis, experimentation, model training, model serving and monitoring in production.

Creating and maintaining highly performant and scalable ML services.

Equipment supplied

OS

Linux, macOS, Windows

Hardware

Notebook

Hardware

2 Monitor

Perks and Benefits

Regular personal development meetings

Opportunities for career development

Mobile office opportunities

Home Office

Flexible working hours

Private usage for hardware

Open feedback culture

Freedom to use own tools

Learning accounts

Corporate discounts

Gym membership

Sport events

Mobility budget

Find out who you’ll be working for

  • All
  • About
  • Work
  • Recruitment
  • Workplace
  • Leadership
About
Where are you most likely going to be spotted on the weekend? 

You can find me in the Alte Försterei.

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About
You couldn’t turn down a …

A cold "after work" beer!

Work
A perfect working day looks like this ...

Starting the day at 9, with no meetings until 10, all things work smoothly and perfectly today. We as a team, for example, have a successful "go-live" because of good teamwork where everybody pushed him or herself to their best.

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Work
What does purposeful work mean to you?

Purposeful for me is, when you can see positive changes because of your own actions.

Recruitment
What is the most important attribute an applicant must have to be successful in your company?

Definitely the right motivation! Being proactive, knowing that 80% is sometimes enough, and being a reliable team member.

Recruitment
Which three questions do you always ask during a job interview?

Which tasks bore you? If you can create a job yourself, how would it look like? What is a good manager to you?

Workplace
Do you work in 'Cross-Functional' teams? If so, what roles do these teams consist of?

Yes! Typically we work in scrum teams where we have all the competencies in the team, that we need to be successful for everything the product needs. For example a mix of data engineers, software engineers, data analysts and data scientists.

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Workplace
What are your current projects/topics (in your department) / areas of responsibility at your company?

In Berlin we are concentrating on automotive topics. For example, we have a project where we track the in-car behaviour of users, in order to improve usability. In another project, we work together with our clients on enabling the usage of machine learning in cars, to improve/add functionality up to autonomous driving.

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Leadership
How do you support your employees with their career goals?

Personal development is one of the cornerstones of our working culture. For every team member, we (me together with you) make an individual personal development plan. Which career goals do you have and what qualifications/skills do you need for this. We make sure that there is also enough time for this, you always work 4 days on a project per week and one day is scheduled for personal development (i.e. training, schooling etc.).

Leadership
How would you describe your management style?

I want to empower my team to make their own decisions, though they should also not be afraid to ask for help if they need it. They can trust me and I trust them. I don't like decisions based on hierarchies. Decision-making should be based on facts and qualities and in a collaborative manner.

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