Software Engineer Focus on MLOps (m/w/d)

Software Engineer (m/f/d) Focus on MLOps

Location Hanau
Permanent
Full Time

About Heraeus

Solutions from the Heraeus Group provide faster internet, eliminate water of
germs, and keep hearts beating in time. As a family-owned global technology
group head­quartered in Hanau, Germany, we combine materials expertise and
techno­logical leader­ship to create the most diverse products, all
with one thing in common: World-class quality. Working with customers around
the world, we shape the future and provide vital inno­vations in the areas
of Metals & Recycling, Healthcare, Semiconductor &
Electronics and Industrials. Heraeus is one of the top 10 family-owned
companies in Germany and has a team of around 16,400 employees in 40
countries.

About our Corporate Digital and Consulting Team

As Corporate Consulting and Digitali­zation team at Heraeus, we know the
challenges today's global manu­facturing and service companies face.
We work on key topics that are highly relevant for the performance of the
Heraeus Group and thus create real added value side by side with our
colle­agues in the Operating Companies. We have deep expertise in Supply
Chain Excellence (e.g., Operations, Lean Six Sigma) and Commercial Excellence
(e.g., Marketing and Sales). We drive digital innovation in our Operating
Companies in many different areas, such as Digital Customer Experience (e.g.,
eCommerce, Web, CRM, Customer Analytics), IoT (e.g., Machine Connectivity,
Robotics, Automation, Metrology) and Data Science (e.g., AI, Data Engineering,
Optimi­zation). In our Consulting team, we are always in close contact
with each other. Openness and trust create room for personal and professional
develop­ment. GROW with us and let’s get EXCELLENT together. More
information about our Corporate Consulting team can be found at
www.heraeus-consulting.com/careers

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Main task of a Software Engineer with focus on MLOps is to create a robust,
performant, and self-healing edge or cloud frame­works for the
deploy­ment of AI models. These include the connec­tivity to input
sources and output sinks, with all steps monitored and container­ized. As
a Software Engineer with focus on MLOps, you will play a crucial role in
building and scaling our ML systems, ensuring they are robust, scalable, and
seam­lessly inte­grated into our products and services.

The following challenges await you:

* Design, build, and maintain the infra­structure and tools to deploy,
monitor, and manage ML models in produ­ction.
* Work closely with data scientists and data engineers to create scalable,
efficient, automated pipe­lines that ingest, process, and analyze large
datasets.
* Responsibility for orche­strating and scheduling plat­forms
(e.g., Dataiku) and solutions.
* Implement robust data validation and testing frame­works to ensure the
accuracy and integrity of data and models.
* Collaborate with cross-functional teams to ensure that ML solutions meet
business require­ments and align with company goals.
* Responsible for interfacing to hard­ware such as cameras
– GPIO ports or sensors.
Your profile:

* Equivalent job experience or a Master’s in Computer Science,
Engineering, Physics, or a related field
* At least 2 years of experience in a role focusing on ML model
deploy­ment, manage­ment, and scalability
* Solid knowledge of Linux and networking protocols (udp, grpc, mqtt),
including kernel configu­rations and yocto builds
* Expert knowledge in micro­service architecture: docker, Kubernetes,
streaming (kafka), logging and data­base (redis, sql) architec­tures
* General knowledge about MLOps concepts (e.g., reproduci­bility,
testing, monito­ring), with a focus on connecting different
plat­forms (e.g., labeling plat­form, artifact store, training
infrastructure) to drive auto­mation
* Experienced with model deployment frame­works such as NVIDIA Triton
inference server, and with programming streaming solutions with deepstream for
Nvidia edge hardware: Jetson Xavier / Orin
* Expert knowledge in modern Python development, including know­ledge
about best practices package manage­ment,
linting / formatting, data validation, general code design
(design patterns), paralleli­zation, and CI / CD with unit
and integration tests
* Profound experience with cloud services (e.g., AWS, Azure, Google)
* Advanced knowledge in C, C++. Familiar with.NET is a plus
Your benefits:

* Empowerment & Career Development —
value-adding projects including multiple insights, high visibility and a
cross-functional network enabling a future transition into a manage­ment
or leader­ship role within the Heraeus Group
* Top projects with high impact — You will always work on
key topics that are highly relevant for the perfor­mance of the Heraeus
Group and thus create real added value side by side with our colle­agues
in the business units
* Strong salary package — attractive basic salary,
performance-related components & profit-sharing and support for
private pension plan
* Hybrid working and regular time off — a combination of
remote and on site working, 30 days annual leave plus up to 6
additional days off (company closures on bridge days and between years),
special leave for special occasions, life phase account for paid time off (e.g.
sabba­tical, earlier retire­ment)
* Additional benefits — on site-subsidized public
trans­port, company medical service with comprehen­sive vaccinations
and preventive medical check-ups, sport offers at our Heraeus Balance Point,
deli­cious and healthy dishes in our canteen and social counseling to
foster and ensure mental health
Curious? Apply now!

We look forward to receiving your documents by reference code 57251 via our
online application portal.

Any further questions?

Our Recruiting Team, Corporate Functions, is happy to assist you by email:
recruiting.cf@heraeus.com

. Or visit us athttps://www.heraeus.com/careers

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Apply now »