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Knowledge Graph & Semantic Lead

Posted date Aug. 08, 2024
Contract type Full time
Job ID R-200611
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Why choose AstraZeneca Spain?

AstraZeneca Spain is a rising force in our global business. With headquarters in Madrid and our global hub in Barcelona, we’ve become an important international centre of excellence in the fight against critical disease. Boasting vibrant universities and business schools, the Barcelona ecosystem is a place where scientists can thrive. We attract a diverse workforce from across the globe, shining a beacon for innovation in a country that’s committed to clinical development.

We invite you to bring your talents to Barcelona where our respiratory medicine R&D and Global Marketing centre offers opportunities in R&D, IT, Commercial and HR. Or join us in Madrid and shape our growth in our BUs (Respiratory, Oncology & CVRM ), and a range of Corporate functions. Additionally, you can find sales roles throughout the country. Together, we’re contributing to a world-leading pipeline of therapeutics and delivering life-changing medicines to patients.

Who do we look for?

Calling all tech innovators, ownership takers, challenge seekers and proactive collaborators. At AstraZeneca Spain, breakthroughs born in the lab become transformative medicine for the world's most complex diseases. Alongside technical expertise, colleagues have the resilience, energy and collaborative mindset to change lanes, work with different teams and start projects from scratch.

Here, diverse minds and bold disruptors can meaningfully impact the future of healthcare using cutting-edge technology. Whether you join us in Madrid or Barcelona, you can make a tangible impact within a global biopharmaceutical company that invests in your future. Join a talented global team that's powering AstraZeneca to better serve patients every day.

Success Profile

Ready to make an impact in your career? If you're passionate, growth-orientated and a true team player, we'll help you succeed. Here are some of the skills and capabilities we look for.

Diverse collaborators

This is a speak-up culture that values collaboration. You’ll proactively bring your unique perspectives, experiences and skills to the table and seek the same from others. With our international team composition and the need for fast-paced collaboration, you’ll always be building new connections with colleagues.

Cutting-edge innovators

When you join us, you’ll be part of a team that embraces digital technology and data to transform the way we work and the work we do. Every day, you’ll help make history, empowered to ignite your creativity and build something enduring.

Resilient trailblazers

Here, the answers aren’t always available. So, you’ll need to bring a fearless, self-starter mindset to navigate uncharted territories. You’ll harness your ceaseless energy to discover and make the necessary connections with colleagues to shape the future and achieve maximum impact.

Agile movers

Seize ownership and excel with autonomy to enjoy the constant rush of ground-breaking discovery. Your ability to anticipate sudden shifts and adapt swiftly will prove critical as you make your mark in an environment that rewards initiative and resilience.

Responsibilities

Job ID R-200611 Date posted 08/08/2024

ABOUT THE OPERATIONSIT TEAM

Operations IT is a global IT capability supporting the Global Operations organisation. We business partner with Operations capability areas: Pharmaceutical Technology Development, Manufacturing & Global Engineering, Quality Control, Sustainability, Supply Chain, Logistics and Global External Sourcing and Procurement. We operate out of Operations hub sites including in the UK, Sweden, US, and China; and out of our Global Technology Centres in India and Mexico.

Here our work has a direct impact on patients – transforming our ability to develop life-changing medicines. We empower the business to perform at its peak and lead a new way of working, combining cutting-edge science with leading digital technology platforms and data. All with a passion to impact lives through data, analytics, AI, machine learning and more.

It’s a dynamic and challenging environment to work in – but that’s why we like it. There are countless opportunities to learn and grow, whether that’s exploring new technologies in hackathons, or transforming the roles and work of colleagues, forever. This is your chance to be part of a team that has the backing to innovate, disrupt an industry and change lives.

THIS IS WHAT YOU’LL DO

We are seeking an experienced Knowledge Graph & and Semantic Data EngineerLeadto join our Data, Analytics & AI group for Operations IT. This group supports various business areas such as Develop, Manufacture, Supply Chain, Quality and Procurement with data-driven solutions and insights.

As a Knowledge Graph & Semantic DataEngineeringLead, your role is to establish and lead a Knowledge Graph and sSemantic capability.You’ll develop relationships with the business and start to create a backlog of use cases, in many circumstances you will need to educate the business on the value of sSemantics and Knowledge gGraphs

The ideal candidate possesses a strong background in data analytics, semantics, and knowledge graph technologies with experience in leading semantic and/or knowledge graph teams and able to perform at a strategic level. They should have a background in building and maintaining ontologies and Knowledge graphs.

In this role, you’ll contribute to the success of Operations by designing and implementing solutions involving graph and semantic technologies, as well as supporting our AI and Digital deliveries.

Typical accountabilities include:

Strategy

  • Provide strategy & Vision for Knowledge graph and semantic engineering:

  • Partner with the AI team to develop a strategy for a Gen AI chatbot to query Operations data products via a knowledge graph.

  • Guide the development, execution, and implementation of a roadmap for the strategies above.

  • Collaborate with cross-functional teams and stakeholders to understand business requirements, identify knowledge gaps, and define data-driven strategies to inform decision-making and drive business growth. 

Knowledge Graph Platform

  • Leverage your expertise in graph databases and data engineering to design, develop, and mnaintainmaintain advanced knowledge-based systems and solutions that support our digital initiatives. 

  • Develop and implement advanced data engineering pipelines, including data ingestion, processing, storage, and analysis, ensuring the optimal performance, scalability, and reliability of our data infrastructure. 

  • Apply cutting-edge computer science and data analytics techniques to derive valuable insights from large, complex datasets, and translate these insights into actionable intelligence for our business stakeholders. 

  • Utilize your expertise in Graph DB and Graph query languagesto continue developing and maintain existing data models and graph databases, enabling efficient querying and analysis of complex data relationships. 

  • Actively contribute to the continuous improvement of our knowledge engineering processes, tools, and methodologies, fostering a culture of innovation and excellence within the team. 

  • Stay abreast of emerging technologies and industry trends to continuously enhance the organization's Knowledge and semantic capabilities.

Semantic Engineering

  • You will maintain, evolve, and grow our knowledge models (ontologies), presenting, selling them, annotate them to provide common understanding.

  • Collaborate with cross-functional teams to define and document data models using ontological principles.

  • Conduct ontology mapping and integration to facilitate data interoperability and integration across systems.

  • Provide training and guidance to stakeholders on ontology usage and best practices for data organization.

  • Stay updated on industry trends and advancements in ontology development to enhance data management processes.

Stakeholder Collaboration

  • Collaborate with stakeholders across departments to understand requirements and ensure business needs are met.

  • Act as a liaison between IT and Business Units, fostering strong communication and understanding.

  • Oversight of partnerships with multiple third parties, academic or outsourced partners to shape and drive project outcomes and knowledge building.

  • Delivering business education, improving awareness of KG capabilities, potential use-cases and key benefits within the wider business

Quality Assurance

  • Implement and oversee robust quality assurance processes to ensure the accuracy, reliability, and security of data.

  • Establish and monitor key performance indicators to measure the effectiveness of Knowledge Graph services.

YOU WILL NEED TO HAVE

  • Experience in leading a similar capability with the ability to interact with senior business stakeholders

  • Knowledge Graph and Semantic Analysis:You’ll need multi-disciplinary capabilities toexplain, design, and create powerful knowledge graph models. Balancing business and technical understanding is crucial to the role.

  • Excellent Communication Skills: Be an effective, passionate, trusted advocate and communicator for Graph and Semantic Technologies. Have experience 

  • Use Case Awareness: Be aware of the breadth of use cases for these technologies. Prudent user interface design that exploits the power of graphs while mitigating visualization challenges.

  • Focused on Gen AI: Designing, developing, and deploying customised and scalable knowledge graph solutions or products with emphasis on graph data modelling, graph traversal, graph theory and graph analytics or graph AI. Experience with developing LLM models on top of knowledge graph is essential.

  • Thinking Skills: Excellent problem-solving, analytical, and critical thinking skills, with a keen attention to detail.

  • Data and Information Architecture: Understand data and information architecture, along with the modelling languages.

  • Knowledge Representation and Semantic Technologies: Sound understanding of semantic modelling (OWL, RDF, etc.), data integration, knowledge graph design.

  • Experience with knowledge graph technologies: Familiarity with triple stores,Neo4j, taxonomy management tools.

  • Query Languages:Deep practical knowledge of Cypher, SPARQL, or any other major GQL. 

  • Other Databases:Working knowledge of a range of database technologies, relational and NoSQL. 

WHY JOIN US

Here our work has a direct impact on patients – transforming our ability to develop life-changingmedicines. We empower the business to perform at its peak and lead a new way of working,

combining cutting-edge science with leading digital technology platforms and data. All witha passion to impact lives through data, analytics, AI, machine learning and more.

Join us at a crucial stage of our journey in becoming a digital and data-led enterprise. Makethe impossible possible by building partnerships and ecosystems, creating new ways of working.

and driving scale and speed to deliver exponential growth. Focused and committed and backed.

SO, WHAT NEXT? 

If you’re interested in applying, we encourage you to apply using your completed Workday profile where possible. 

AstraZeneca embraces diversity and equality of opportunity. We are committed to building an inclusive and diverse team representing all backgrounds, with as wide a range of perspectives as possible, and harnessing industry-leading skills. We believe that the more inclusive we are, the better our work will be. We welcome and consider applications to join our team from all qualified candidates, regardless of their characteristics. We comply with all applicable laws and regulations on non-discrimination in employment (and recruitment), as well as work authorization and employment eligibility verification requirements.

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Reasons to Join

Thomas Mathisen

There are many things I enjoy when working at AstraZeneca, mainly the Speak up culture, the great colleagues that are in my teams, the great products that AstraZeneca provides to our patients and the challenging conversations I have around our medicines.

Sales Representative Oslo, Norway

There are many things I enjoy when working at AstraZeneca, mainly the Speak up culture, the great colleagues that are in my teams, the great products that AstraZeneca provides to our patients and the challenging conversations I have around our medicines.

Christine Recchio

Working at AstraZeneca has impacted my life in such a positive way. I now have an improved work-life balance through creating my own schedule and time management, I feel a balance that I didn’t have before.

Sales Representative California, United States

Working at AstraZeneca has impacted my life in such a positive way. I now have an improved work-life balance through creating my own schedule and time management, I feel a balance that I didn’t have before.

Stephanie Ling

There are a lot of reasons why I enjoy working in AstraZeneca, my colleagues being one of them. My team members and the managers have provided a great deal of guidance in helping me to be more confident in my daily work.

Sales Representative Petaling Jaya, Malaysia

There are a lot of reasons why I enjoy working in AstraZeneca, my colleagues being one of them. My team members and the managers have provided a great deal of guidance in helping me to be more confident in my daily work.

What we offer

We're driven by our shared values of serving people, society and the planet. Our people make this possible, which is why we prioritise diversity, inclusivity, balance and sustainability. Discover what a career at AstraZeneca could mean for you.

An award-winning company

We're passionate about being a great place to work, and 84% of our employees would recommend us as an employer. We've been recognised as a Top Employer in Spain, an EFR Family Responsible Business, and we achieved third place in Forbes Spain's Top 50 Best Places to Work list.

Inclusive environment

Diversity and inclusion are embedded in everything we do, and our different views, experiences and strengths enrich our culture. There's no salary gap at AstraZeneca, and the number of female employees has increased by four per cent over the last three years. We've also made all positions fully accessible.

Work-life balance

Your wellbeing means a lot to us, and we're here to support you through all of life's ups and downs. That's why we offer an unpaid leave policy, annual leave, reduced-hours timetables and a host of benefits, including a retirement plan, long service award, and health and travel insurance.

Sustainability initiatives

We're committed to harnessing the power of science to become a more sustainable business. We've reduced our carbon footprint by over 9,000 kg of CO2 over the last two years, and we lead the European GoGreen Project, which aims to introduce environmentally friendly options in our fleet of corporate vehicles.

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Great culture, great work assignments, supportive management. Rotation opportunity within the company. They value inclusion and diversity.