Knowledge graph expert

Research & development

Computer science & software engineering

In a nutshell

Location

Veldhoven, Netherlands

Team

Research & development

Experience

3-7 years

Degree

Bachelor

Job Category

Computer science & software engineering

Travel

No

Published: 6 days ago Job ID: J-00262782-258

Introduction to the job

For ASML, data is an asset from which a lot of value can be generated. ASML has a large and complex variety of data that is generated by our equipment and compute systems. Thisdata needs to be modelled in a controlled and efficient way so it can be used optimally in data science and data analytics use cases.

The function
Do you have a passion for data and for developing advanced solutions to properly model data? Are you eager to learn and further develop yourself in a company that is continuously developing the most advanced machines in the world? Then you may be the person we are looking for!
Vast amounts of data are generated by ASML equipment that is used by our customers in their semiconductor factories. This data is used (by both ASML as well as our customers) for many different use cases, e.g. to diagnose problems with the equipment, to do equipment performance monitoring, to support the maintenance process and to improve equipment performance by creating control loops. Next to that it is also used as input for the development of our next generation of machines.

Since this data represents a lot of value, it is crucial that this data is properly modelled. Using knowledge graph and accompanying techniques we want to ensure the knowledge about our data is properly captured and made accessible for use in data science and data analytics use cases.

Role and responsibilities

Job Mission
As a knowledge graph expert you will work on complex modelling of our data using knowledge graphs and graph databases. You will participate in projects that use data to generate value or solve problems, or work on exploring new ways to generate value from data.You will use graph query languages to support advanced data science challenges. You will closely cooperate with data scientists, domain experts, data engineers and architects.
Over time this role can potentially be expanded towards a data scientist role.

You will also pro-actively come up with suggestions for improvements based on feedback from users, architects and domain experts.

Job Description
• Translate domain knowledge into knowledge graphs
• Develop and maintain knowledge graphs and corresponding models
• Develop knowledge graph queries (using graph query language) to support projects that generate value from data
• Ensure all modelling is properly documented
• Pro-actively define improvement proposals to improve performance, functionality and quality of knowledge graph and knowledge graph queries

Education and experience

Education
• Bachelors or master’s degree in Data science, Computer science/engineering, Informatics, Information Technology or equivalent.
• 3-5 years relevant work experience
• Fluent in English, preferably also in Dutch

Experience
• Hands on experience with knowledge graph tools and graph databases, preferably Neo4J
• Experience with translating domain knowledge in to knowledge graphs
• Knowledge of Graph Query Languages (e.g., Cypher)
• Basic knowledge of artificial intelligence and data science
• Basic knowledge of Python
• Understanding of ontology and knowledge representation systems and standards (RDF, OWL or similar)

Skills

Working at the cutting edge of tech, you’ll always have new challenges and new problems to solve – and working together is the only way to do that. You won’t work in a silo. Instead, you’ll be part of a creative, dynamic work environment where you’ll collaborate with supportive colleagues. There is always space for creative and unique points of view. You’ll have the flexibility and trust to choose how best to tackle tasks and solve problems.
To thrive in this job, you’ll need the following skills:

• A strong go-getter mentality with a hands-on focus.
• Motivated and enthusiastic team player.
• Pro-active personality who can deal with resistance.
• Good communication skills.
• Technical affinity and ability to quickly learn.
• Ability to perform in high-pressure environments.
• Strong client-orientation and commitment to excellence.

Diversity & Inclusion

ASML is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. It is the policy of the company to recruit, hire, train and promote persons in all job titles without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity. We recognize that diversity and inclusion is a driving force in the success of our company.

Other information

Diversity & Inclusion
ASML is an Equal Opportunity Employer that values and respects the importance of a diverse and inclusive workforce. It is the policy of the company to recruit, hire, train and promote persons in all job titles without regard to race, color, religion, sex, age, national origin, veteran status, disability, sexual orientation, or gender identity. We recognize that diversity and inclusion is a driving force in the success of our company.

Other information
ASML creates high tech machines; software engineers from ESCD are facing several aspects of motion control, production control, data management and interface control. A huge code base is maintained and under strict configuration management to provide maximum commonality between different machine types.
This position requires access to U.S. controlled technology, as defined in the United States Export Administration Regulations. Qualified candidates must be legally authorized to access such U.S. controlled technology prior to beginning work.

ASML does not accept unsolicited resumes from any agencies that have not signed a mutual service agreement. All unsolicited resumes will be considered ASML’s property, and ASML will not be obligated to pay a referral fee. This includes resumes submitted directly to hiring managers without contacting the Resource Center Department.

ASML is GDPR compliant, therefore we cannot process applications sent outside of our recruitment system.

If you are interested in this vacancy please apply.

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