In this role you form part of a Bioinformatics team working at the cutting edge of ML research and development in antibody engineering to build and maintain novel ML/data pipelines. We share a vision to unlock next generation decision-making by integrating ML approaches to better inform lab experiments and novel approaches to data interrogation. You will also work closely with data management, software engineering, computational modelling, and machine learning team members with access to industr... more details
In this role you form part of a Bioinformatics team working at the cutting edge of ML research and development in antibody engineering to build and maintain novel ML/data pipelines. We share a vision to unlock next generation decision-making by integrating ML approaches to better inform lab experiments and novel approaches to data interrogation. You will also work closely with data management, software engineering, computational modelling, and machine learning team members with access to industry-leading biologics R&D data across AstraZeneca.
ASTRAZENECA
With one of the broadest and deepest Oncology pipelines in the industry, there are many opportunities to work with novel drugs and help discover what's next. We foster a mindset of courage, where everyone is empowered to step up, innovate and work at pace. We lead through true collaboration, building collective wisdom by giving everyone a chance to input. It's science with an impact-making a difference for patients and people around the world.
SITE DESCRIPTION
The Gaithersburg site (https://www.youtube.com/watch?v=GOvxXGjBd1w) employs more than 3,500 experts in our field and is only a short drive from Washington, DC. Here, we play host to some of the most cutting-edge technology and lab spaces, all crafted to inspire collaboration and cross-functional science. The Gaithersburg campus offers a variety of amenities to help boost efficiency 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, game rooms, community garden and much more.
BUSINESS AREA
Join the Biologics Engineering team at AstraZeneca, where we are responsible for the discovery and optimisation of next-generation biological drug candidates across all key therapy areas. We are developing in-house biologics discovery platforms and novel drug modalities to address unmet medical needs. BE empowered to act fast on smart risks and keep ahead in the fast-paced Oncology field.
What you'll do
Ownership of some of the software engineering standards within the team, the documentation of these standards along with the development of artifacts that make it simple to apply to new or existing projects.
Developing efficient and scalable processes for the distributed training of large machine learning models in both cloud and on-prem environments. This will involve working with both internal infrastructure teams and external vendors and research institutes.
Evaluate the applicability of new technologies / application features and make recommendations for technology and business strategic roadmaps.
Serve as a mentor for junior staff members by conducting technical training sessions and reviewing project outputs.
Identifies new hardware/software technologies to fit specialised business needs and configurations.
Identify issues with current processes and provide input on proposed changes to enhance effectiveness of the BE workflows, fostering continuous improvement and innovation.
Essential for the role
Bachelor’s Degree or comparable experience with a minimum of 0+ years of experience in a Computer Science or Data Management related field
Track record of implementing software engineering best practices for multiple use cases.
Experience of automation of the entire machine learning model lifecycle.
Experience with optimization of distributed training of machine learning models.
Use of Kubernetes and implementation of machine learning tools in that context.
Experience partnering and/or collaborating with teams that have different competences.
The role holder will possess a blend of design skills needed for Agile data development projects.
Proficiency or passion for learning, in data engineer techniques and testing methodologies and Postgraduate degree in data related field of study will also help.
Desirable for the role
Experience with DevOps or DataOps concepts, preferably hands-on experience implementing continuous integration or highly automated end-to-end environments.
Interest in machine learning will also be advantageous.
Experience implementing a microservices architecture.
Demonstrate initiative, strong customer orientation, and cross-cultural working.
Strong communication and interpersonal skills.
Prior significant experience working in Pharmaceutical or Healthcare industry environment.
Experience of applying policies, procedures, and guidelines.
Why AstraZeneca?
We follow all applicable laws and regulations on non-discrimination in employment (and recruitment), as well as work authorization and employment eligibility verification requirements. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment.
When we put unexpected teams in the same room, we unleash bold thinking with the power to inspire life-changing medicines. In-person working gives us the platform we need to connect, work at pace and challenge perceptions. That’s why we work, on average, a minimum of three days per week from the office. But that doesn't mean we’re not flexible. We balance the expectation of being in the office while respecting individual flexibility. Join us in our unique and ambitious world.
Competitive salary & benefits
Close date: 10/05/2024
So, what’s next!
Where can I find out more?
Our Social Media, Follow AstraZeneca on LinkedIn: https://www.linkedin.com/company/1603/
Inclusion & Diversity: https://careers.astrazeneca.com/inclusion-diversity
Career Site: https://careers.astrazeneca.com/
Date Posted
19-Apr-2024
Closing Date
09-May-2024Our mission is to build an inclusive and equitable environment. We want people to feel they belong at AstraZeneca and Alexion, starting with our recruitment process. We welcome and consider applications from all qualified candidates, regardless of characteristics. We offer reasonable adjustments/accommodations to help all candidates to perform at their best. If you have a need for any adjustments/accommodations, please complete the section in the application form.
AstraZeneca requires all US employees to be fully vaccinated for COVID-19 but will consider requests for reasonable accommodations as required by applicable law.
