Applied Scientist- Healthcare
6 months ago
Overview:
The opportunity
Core42 is the UAE’s national-scale enabler for cloud and generative AI, combining G42 Group’s expertise across multiple technology disciplines into a single platform for public sector and large enterprise transformations. Building on our capabilities as sovereign cloud and HPC specialist, we bring generative AI, cybersecurity, professional and managed services expertise to enable national-scale program deployments across industries.
**Responsibilities**:
Key Responsibilities:
- Data Analysis: Work with large and complex healthcare datasets, ensuring data quality, preprocessing, and feature engineering to extract meaningful insights and build robust AI models.
- Model Training and Evaluation: Train, continual pretrain, fine-tune, and validate AI models using healthcare data to advance state-of-the-art solutions and employ standard evaluation techniques.
- Collaboration: Collaborate closely with multidisciplinary teams, including clinicians, bioinformatitians, data engineers, and product managers, to understand healthcare domain requirements and translate them into AI solutions.
- Ethical Considerations: Ensure that AI solutions adhere to ethical and regulatory guidelines in healthcare, including patient privacy and data security.
- Documentation: Document research findings, methodologies, and code for reproducibility and knowledge sharing within the team.
Qualifications:
Skills and attributes to success
- Ph.D. or Master's degree in Computer Science, Machine Learning, Data Science, or a related field with a previous experience in healthcare AI research and development.
- Proficiency in programming languages such as Python and deep learning frameworks like TensorFlow or PyTorch and related Python libraries.
- Knowledge of healthcare data, including EHRs, medical imaging, and clinical data.
- Strong knowledge of dimensionality reduction techniques (as t-SNE, UMAP, and MDS) and visualization techniques.
- Excellent problem-solving skills, critical thinking, and the ability to work independently and in a team.
Preferred Qualifications:
- Publications in peer-reviewed conferences (NeurIPS, ICLR, ICCV, CVPR, MICCAI, etc.) or journals (Transactions of IEEE or Nature) related to AI.
- Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and scalable AI deployment.
- Knowledge of natural language processing (NLP) techniques for healthcare text data.
- Knowledge of Foundation Models, including LLMs and diffusion models.
- Strong communication skills and the ability to communicate complex technical concepts to technical and non-AI-technical stakeholders.
What we look for
If you are a performance-driven, inquisitive mind with the agility to adapt to ambiguity, you will fit right in. You should be eager to explore opportunities to build meaningful collaborations with stakeholders and aspire to create unique customer-centric solutions. Bias for action and a passion to conquer new frontiers in the AI space is at the heart of the Core42 community.
What working at Core42 offers
Culture: An open, diverse and inclusive environment with a global vision that encourages personal growth and focuses on ground-breaking, industry-first innovations.
Career: Outstanding learning, development & growth opportunities via structured training programs and innovative, high-tech projects.
Work-Life: A hybrid work policy to strike the perfect balance between office and home.
Rewards: A competitive remuneration package with a host of perks including healthcare, education support, leave benefits and more.
If you can confidently demonstrate that you meet the criteria above, please contact us as soon as possible.
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