Data Scientist - Operations Responsible AI
Data Scientist - Operations Responsible AI
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Job Description
At Roche you can show up as yourself embraced for the unique qualities you bring. Our culture encourages personal expression open dialogue and genuine connections where you are valued accepted and respected for who you are allowing you to thrive both personally and professionally. This is how we aim to prevent stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche where every voice matters.
The Position
Galileo is a strategic program driven by Roche Informatics established to leverage AI to innovate optimize operational business value and improve healthcare outcomes at Roche. As part of this initiative our Responsible AI team is dedicated to translating responsible AI and ethical principles into practice to enable the full potential of AI while minimizing risk through ethical compliant and efficient AI implementation across the organization. By driving the responsible deployment of AI solutions through the AI CoE we support the development scaling and adoption of trustworthy solutions to achieve exponential health benefits for patients health systems and societies globally.
We are looking for a highly skilled Data Scientist with expertise in Responsible AI practices to join our team. The ideal candidate will guide AI product teams in the development and deployment of trustworthy valuable and compliant AI solutions. The candidate will also contribute to the development of those implementations. Additionally the candidate will contribute to training programs to share this information across the Enterprise. A deep understanding of the current responsible AI processes and artifacts is essential to support and guide the organization towards highvalue lowrisk AI implementations. This role also involves collaborating with RAI experts and senior RAI experts to define business processes integrating responsible AI principles into existing AI solutions and gathering inputs to improve efficiency.
Key Responsibilities:
Responsible AI Development: Collaborate with data scientists AI engineers developers AI experts AI product owners and stakeholders (e.g. legal security quality ethics) to integrate responsible AI principles into scalable and robust applications ensuring ethical AI deployment and compliance with regulatory standards.
Automated AI risk evaluations: Design develop and integrate tools that support the automated evaluation of risks in LLM Models and AI solutions.
Compliance and Risk Management: develop automated frameworks and tools to support compliance and risk management at scale
Performance Evaluation: Implement and refine techniques to evaluate the accuracy of AI outputs promoting value consideration in AI solutions.
Bias Mitigation: Implement and refine techniques to identify mitigate and monitor biases in AI outputs promoting fairness and inclusivity in AI applications.
Understanding of Roches Ethical Principles: Develop tools and frameworks to integrate Roches ethical principles into the development and deployment of AI solutions.
Exploratory Data Analysis (EDA): Perform thorough data exploration to understand the behavior of different AI models and solutions. Synthesize information scientifically using statistical and visualization techniques to support recommendations.
Software Development: Apply software development best practices including unit testing CI/CD pipelines ensuring robust logging experiment tracking and model monitoring.
Stakeholder Communication: Translate complex technical results into clear actionable insights for stakeholders driving datadriven decisionmaking across the organization.
Practical Skills Required:
Experience: 5 years working with advanced machine learning algorithms and at least 1 year of handson experience with Generative AI; experience in responsible AI practices preferred.
Technical Skills: Advanced proficiency in Python and cloud knowledge; familiarity with responsible AI frameworks and tools considered an advantage.
Evaluation Metrics: Deep understanding of model evaluation techniques including performance bias toxicity explainability transparency cost/value.
Statistical Knowledge: Strong background in statistics machine learning algorithms and optimization techniques.
Feature Engineering & Prompt engineering: to improve model performance.
Deployment: Experience in deploying AI models with cloud platforms (AWS Azure) and machine learning workbenches for robust and scalable productization.
Problem Solving: Excellent analytical skills and the ability to tackle complex challenges with innovative solutions.
Communication: Strong verbal and written communication skills with the ability to present complex findings clearly to both technical and nontechnical audiences.
The successful candidate should also:
Hold a . . . . Ph.D. or . in Computer Science Physics Statistics Mathematics or an equivalent degree and experience with Artificial Intelligence.
Be passionate about responsible AI and stay uptodate with the latest developments.
Be teamoriented proactive and collaborative.
Be an excellent problem solver and analytical thinker.
Be detailoriented and highly organized.
Be willing to learn and expand their skill set.
Have the ability to work collaboratively in a fastpaced dynamic environment.
Be fluent in English.
Be willing to work at a time consistent with CET and ET time zones.
Why Join Us
Innovative Environment: Work on cuttingedge responsible AI technologies in a highly visible Roche AI program. Learn and experiment with stateoftheart AI technologies and frameworks.
Growth Opportunities: Opportunities for professional development by working on highimpact objectives at the Enterprise level.
Collaborative Culture: Be a part of a diverse and inclusive team that values collaboration and innovation.
Who we are
A healthier future drives us to innovate. Together more than 100000 employees across the globe are dedicated to advance science ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities foster creativity and keep our ambitions high so we can deliver lifechanging healthcare solutions that make a global impact.
Lets build a healthier future together.
Roche is an Equal Opportunity Employer.
Employment Type
Full-Time
