Location: Gaithersburg, MD
Company: Astrazeneca
and working together to make the impossible a reality. If you are swift to action, confident to lead, willing to collaborate, and curious about what science can do, then you're our kind of person. Ready to explore and innovate in a dynamic environment? Join our team unlocking the power of what science can do!
We're seeking a skilled and motivated Data Engineer to work on knowledge graphs and help transform the R&D process and speed up the design and delivery of new medicines to patients. You would be joining our Machine Learning and AI team within the Biomedical Development (BPD) R&D group. As a Data Engineer specializing in knowledge graph development, your role will be pivotal in the
design, creation, and maintenance of our organization's knowledge graph infrastructure. Your expertise will be instrumental in advancing knowledge management and discovery, with a primary focus on ensuring it is Findable, Accessible, Interoperable, and Reusable (FAIR) for scientists across the company.
Our work revolves around collaboration with scientists and engineers from diverse fields within biomedical development to effectively analyze data, extracting valuable information, knowledge, and insights. Our collective mission is to optimize and revolutionize the R&D workflows, expediting the design and delivery of innovative medicines to patients. Our Gaithersburg site is one of Astra
Zeneca's strategic R&D centers, and the main hub for the Biomedical Development function.
Here, we follow the science to explore and innovate; working towards treating, preventing, modifying, and even curing some of the world's most complex diseases. We're committed to making a difference by fusing data and technology with the latest scientific innovations to streamline and transform the R&D process. In this role, you will: Implement and fine-tune knowledge graph solutions to architect, build, and continuously evolve knowledge-based systems that support BPD's data science initiatives. Integrate data from diverse sources (structured and unstructured) into the knowledge graphs, upholding data quality and consistency.
Develop and maintain data models, schemas, and ontologies for knowledge graphs, ensuring they accurately represent complex concepts and relationships. Transform and pre-process data to fit into the knowledge graph structure, including data cleaning, enrichment, and normalization. Continuously monitor and optimize knowledge graphs for performance and scalability. Develop graph query services to extract insights from knowledge graphs for users including data scientists and lab scientists. Collaborate with cross-functional teams and partners to understand business requirements, identify knowledge gaps, and define data-driven strategies to streamline R&D processes.
Stay up to date with cutting edge technologies in the field and streaming data processing and help further a culture of innovation and excellence within the team Essential for the role: M. Sc. in a relevant field (such as mathematics, computer science, engineering) with 5+ years of industry experience or BS with 10 plus years of industry experience. Experience with graph database systems (Neo4j, Amazon Neptune, Virtuoso) and related query languages (Cypher, SPARQL) Strong programming skills (Python, Java etc.
) Excellent problem-solving skills and ability to work collaboratively in a cross-functional environment. Familiarity with semantic web technologies, ontology modeling, and graph algorithms Desirable for the role: Advanced degree in a relevant field (such as mathematics, computer science, engineering) with a track-record of industry experience Experience with data transformation and ETL processes Prior experience with Natural Language Processing (NLP) and common machine learning models Experience with cloud computing platforms such as AWS (preferred), Google Cloud, or Azure would be advantageous.
Why Astra Zeneca? We offer an inclusive environment where you can work seamlessly as one while expanding your horizons. Our leaders inspire us by engaging others, building compelling cases, and sharing ideas for change. We invest in understanding disease and creating the next generation of therapeutics. Our work impacts over one billion patients worldwide! Benefits include lifelong learning opportunities through our diverse portfolio, teamwork, cutting-edge innovations, early talent programs, postdoctoral opportunities, women as leaders initiatives, and more.
Are you ready to push the boundaries of science? Apply now! Astra Zeneca is an equal opportunity employer that values diversity and inclusion. We welcome all qualified applicants regardless of race, color, religion, interaction, interactionual orientation, gender identity or expression, national origin, age, disability, veteran status, or any other legally protected characteristics. About Astra Zeneca in Gaithersburg, MD: Our Gaithersburg, Maryland facility creates life-changing medicines for people around the world. This campus employs more than 3,500 experts in our field and is only a short drive from Washington, DC.
This modern and vibrant scientific campus is the home of R&D and Oncology in the US. Here, we play host to some of the most pioneering technology and lab spaces, all designed to inspire collaboration and multi-functional science. We believe employees benefit from being challenged and inspired at work. We are dedicated to creating a culture of inclusion and collaboration. The Gaithersburg site offers a variety of amenities to help boost productivity and help keep our employees happy and healthy. This includes a fitness center, employee healthcare clinic, electric vehicle charging stations, dry cleaning, full-service cafeteria and copy center.
This is where you'll find newly designed, activity-based work spaces to suit a variety of working styles while increasing collaboration between teams. Date Posted 05-Sep-2023 Closing Date Astra Zeneca 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 authorisation and employment eligibility verification requirements. All qualified applicants will receive consideration for employment without regard to race, color, religion, interaction, interactionual orientation, gender identity, national origin, disability or protected veteran status. Astra Zeneca requires all US employees to be fully vaccinated for COVID-19 but will consider requests for reasonable accommodations as required by applicable law.
Engineering jobs encompass various roles focused on designing, developing, and maintaining structures, machines, devices, systems, and materials. These positions require a strong foundation in STEM (Science, Technology, Engineering, Mathematics) and often involve problem-solving, creativity, and technical expertise. Typical engineering disciplines include civil, mechanical, electrical, and chemical engineering, among others. Engineers work in diverse industries, from automotive to aerospace, construction to computing. Characteristics of engineering jobs include a blend of theoretical knowledge and practical application, a commitment to safety and efficiency, and the likelihood of collaborating across multidisciplinary teams.
Engineering jobs encompass a vast array of specialized roles within the field of engineering, aimed at designing, developing, and maintaining various technological systems and structures. These roles typically require a strong foundation in mathematics and science, and they span across numerous sectors such as civil, mechanical, electrical, and software engineering, among others. The key features of engineering careers include problem-solving, innovation, and the application of practical knowledge to create solutions that can improve people's lives, enhance business operations, or even address global challenges. Engineers often work in teams, collaborate with other professionals, and are at the forefront of technological advancement.
Engineering jobs encompass a vast array of specialized roles within the field of engineering, aimed at designing, developing, and maintaining various technological systems and structures. These roles typically require a strong foundation in mathematics and science, and they span across numerous sectors such as civil, mechanical, electrical, and software engineering, among others. The key features of engineering careers include problem-solving, innovation, and the application of practical knowledge to create solutions that can improve people's lives, enhance business operations, or even address global challenges. Engineers often work in teams, collaborate with other professionals, and are at the forefront of technological advancement.
Engineering jobs encompass a vast array of specialized roles within the field of engineering, aimed at designing, developing, and maintaining various technological systems and structures. These roles typically require a strong foundation in mathematics and science, and they span across numerous sectors such as civil, mechanical, electrical, and software engineering, among others. The key features of engineering careers include problem-solving, innovation, and the application of practical knowledge to create solutions that can improve people's lives, enhance business operations, or even address global challenges. Engineers often work in teams, collaborate with other professionals, and are at the forefront of technological advancement.