About Parexel
At Parexel, we all share the same goal - to improve the world's health. From clinical trials to regulatory, consulting, and market access, every clinical development solution we provide is underpinned by something special - a deep conviction in what we do. Each of us, no matter what we do at Parexel, contributes to the development of a therapy that ultimately will benefit a patient.
The Role
This role will work within our Scientific Data Technology and AI department which is an innovative team that will build and deploy leading AI-driven solutions to improve workflows common across both Parexel and the life sciences industry. The team partner and support the business in building best-in-class AI-driven solutions when nothing suitable exists.
Location
Sheffield (Hybrid) or Remote (UK)
Work Mode: This role can be either hybrid based in our Sheffield office or fully home based anywhere in the UK.
Job Title
As the AI Solution Developer II / Senior AI Solution Developer (depending on experience) you will be responsible for leveraging Palantir Foundry to develop and implement production ready machine learning and AI solutions for high impact areas in Parexel’s business. In this role, you will design, develop, and deploy applications, ML models and data pipelines within the Foundry ecosystem. You will work collaboratively with Data Engineers, Software Developers, Product Managers, and Business Stakeholders to develop innovative ML solutions and models from research to POC to production.
Key Accountabilities
ML and Gen AI Technology in Foundry
* Leverage Palantir Foundry to build and deploy reusable custom machine learning models, Ontologies and end-user applications.
* Design, implement, and document new ML/Gen AI modeling techniques and strategies.
* Develop ML pipelines and workflows in Foundry to support AI solution development and deployment.
* Review and adapt recent research in ML and Gen AI into Foundry-based prototypes and production solutions.
* Review code and pipelines of other engineers to enhance ML quality and security within Foundry.
Applied ML POCs and Experimentation
* Understand business needs and user workflows and support interpretation in the context of potential AI solutions in Foundry.
* Support development of custom models and AI / Gen AI solutions using Foundry's ML capabilities to address business needs.
* Lead experiment and model evaluation design based on well-founded best practices in machine learning to ensure safe, effective, and principled AI development practices within Foundry.
* Carry out AI solution prototyping and experimentation using Foundry's tools, various LLMs and environments.
AI-based Production Solutions
* Collaborate with Product to define and implement features to satisfy customer requirements within Foundry.
* Design and develop high quality AI-based production pipelines, workflows and applications in Foundry.
* Participate in planning and check-in meetings to identify customer needs, potential roadblocks and solutions and support the software solution lifecycle within the Foundry ecosystem from an AI perspective.
AI Expertise, Education, and Advocacy
* Act as an AI and Foundry advisor across Parexel.
Software Engineering
* Develop front-end software and user experiences using the latest application programming frameworks, libraries and languages with focus on using Palantir’s Foundry platform (Workshop, Slate, etc.) and external frameworks / libraries (React etc.)
Education
* Educated to BSc. or MSc level in Engineering or Computer Science with a focus on Machine Learning (and GenAI) or other equivalent qualification/experience.
Skills
* Experience in Palantir Foundry, it’s ecosystem and components, including building Workshop Apps, building and deploying Modelling Objectives and managing Code Repos and Pipelines.
* Machine Learning, Generative AI (Gen AI), Deep Learning (building and deploying NLP systems within Palantir Foundry).
* Proven CS fundamentals including data structures, algorithms, and distributed systems.
* Proven theoretical and practical experience in modern ML technologies, including transformers, graphical models, information retrieval techniques, LLMs, time series models, Reinforcement Learning, etc.
* Proven software engineering fundamentals, including the ability to write production ready code, establish and enforce high engineering standards, architect packages, and own architectural and procedural choices for effective shared codebases within Foundry.
* Knowledge of Python and scientific computing packages (PyTorch, NumPy, Scikit-learn, TensorFlow).
* Experience with data modeling and pipeline development in Palantir Foundry.
* Experience with frontend development for intuitive user experience.
* Practical understanding of database technologies including relational, non-relational and graph.
* Excellent interpersonal, verbal, and written communication skills and ability to advise and mentor.
Knowledge and Experience
* Intermediate to advanced level experience with the following tools: Foundry (Workshop, Pipeline-builder, Ontology Manager), JIRA, Confluence, Docker, Git, GitHub.
* Intermediate to advanced experience working in applications with RESTful JSON API endpoints.
* Intermediate to advanced experience with Azure and Docker.
* Experience producing high quality code in a shared context.
* Up to date with state of the art in Machine Learning (and Gen AI techniques/models).
* Experience contributing to delivery of value-driven production-quality AI solutions and models.
Benefits
In return we will be able to offer you a structured career pathway and encouragement to develop within the role including awareness and understanding of the industry. You will be well supported and in return of your hard work you will be rewarded with a competitive base salary as well as a benefits package including holiday, private healthcare, dental insurance as well as other benefits that you would expect with a top company in the CRO Industry.
Parexel is a leading global clinical research organization (CRO) providing insights-driven Clinical and Consulting solutions to the world’s life sciences industry.
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