Siemens Digital Industries Software is a leading provider of solutions for the design, simulation, and manufacture of products across many different industries. Formula 1 cars, skyscrapers, ships, space exploration vehicles, and many of the objects we see in our daily lives are being conceived and manufactured using our Product Lifecycle Management (PLM) software.
At Mendix, a leader low-codeplatform, we use visual modellingto abstract long-form coding out of application development, allowing ourcustomers to create and deploy better software for the enterprise, faster. Ourplatform is collaborative, with the people who use the software and the peoplewho build the software working together throughout the development process. Asa company, we strive to maintain a diverse, open, and safe working environmentwhere people can be their true selves. We value every voice, celebrateindividuality, and appreciate the diversity of thought and experience.
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About Role
We are looking for a MachineLearning Engineer with experience in Deep Learning to join Mx Assist group. In this role, you willwork in intersection of the two cutting edge areas: AI&ML and low code. Mx Assist group is building cutting edgeAI and ML capabilities that change the future of software development. The teamis responsible for researching, innovating, and building AI and ML features tointegrate with Mendix Platform to empower the developers to develop appssmartly (AI-Assisted Development) with features like features such as (low)code completion and develop smart apps (AI-as-a-Service.) with features such asML deployment toolkit. Our recent AI andML innovations have been frequently cited by Gartner and Forrester as evidenceof the state of the art innovation in AI-Assisted Software Development.
As a Machine Learning Engineer,you will be a critical part of our growing company, working on across-functional team to implement best practices in technology, architecture,and process.
In this role, you will work on AItechnologies to enhance low code application development. You will develop andexecute based on both short and long-term roadmaps, making effective trade-offsbetween business impact and a high-quality technical foundation. You will ownrelationships with other engineering teams and collaborate with other functionswithin Mendix.
The personality we aresearching for in this role:
- Enjoy solving challenges by understanding themand deconstructing them into elegant, understandable code
- Are able to break challenges down to iterativelybuild the solution with short feedback cycles
- Have a good understanding of core concepts ofcomputer science and apply them regularly
- Are persistently curious and have stronganalytical skills that help you ask great questions
- Are always learning and innovating in your work,staying up-to-date in your field
- Will dive deep into existing functionality torefactor and add new functionality
- Prefer to work in a team instead of working inisolation
- Like to learn from others and coach and mentorto help others be successful
- Take responsibility for the quality of your workby identifying risks and testing it
Required:
- Professional proficiency in Machine Learning:foundational concepts, metrics, model training, deployment and evaluation.
- Professional proficiency in Data Science:foundational concepts of data analysis, model creation, hypothesis checking,model performance analysis and scenarios analysis
- Experience with shallow models (Regression,Decision Trees, etc) and Deep Learning (Transformer models and sequence modelssuch as LSTM, RNNs, etc).
Tech Stack (depends on theproject):
- Languages: One of JVM languages (Java, Scala)
- Technologies/Services:Airflow, AWS Infra, Spark, TensorFlow, Pytorch, SciKit,Kubernetes, Terraform
Will be a plus:
- Experience with building software design toolsor code analysis tools
- Strong knowledge and usage of computer sciencefundamentals, including data structures, algorithms, and object-orienteddesign, SOLID principles
If you see a job description and think, "I'd beperfect for that" but your experience doesn't align perfectly with thequalifications - don't let that hold you back. We're always eager to hiretalented, passionate candidates - so give it a try and apply
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status.
We are Siemens
A collection of over 377,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we welcome applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit, and business need. Bring your curiosity and creativity and help us shape tomorrow! We offer a comprehensive reward package which includes a competitive basic salary, bonus scheme, generous holiday allowance, pension, and private healthcare.
Siemens Software. Transform the every day.
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