Overview:
Role: Data Scientist (Computer Vision)
Location: Abu Dhabi
About Presight
Presight, an ADX-listed public company limited by shares whose majority shareholder is Abu Dhabi company G42, is the regions leading big data analytics company powered by Artificial Intelligence (AI). It combines big data, analytics, and AI expertise to serve every sector, of every scale, to create business and positive societal impact. With its world-class computer vision, AI and omni-analytics platform as its engine, Presight leverages all-source data to support insight-driven decision making that shapes policy and creates safer, healthier, happier, and more sustainable societies.
The Opportunity
Are you a qualified and proficient Data Scientist with the proven ability in Computer Vision Presight needs your skills to develop and deliver diverse data products across the companyincluding, but not limited to, recommendation engines, predictive models, business-logic automation and machine learning.
Responsibilities:
Research & Development:
Design, implement, and evaluate state-of-the-art computer vision algorithms and models for various tasks.
Stay abreast of the latest research advancements in the field and apply them to real-world problems.
Collaborate with research scientists and engineers to explore new approaches and push the boundaries of computer vision and LLM integration.
Model Development & Deployment:
Utilize existing AI solutions, pre-trained models, or fine-tune open-source models for specific use cases.
Package models into docker containers for efficient deployment and scalability.
Develop REST APIs for seamless integration with other systems.
Deploy models on cloud environments (e.g., AWS, GCP, Azure) and ensure optimal performance.
Multimodal Model Training & Fine-Tuning:
Work with large-scale multimedia datasets (images, videos, audio) to train and fine-tune large multimodal models and leverage frameworks (e.g., LangChain, LlamaIndex, DeepSpeed) to build multimodal applications.
Optimize models for accuracy, speed, and resource efficiency.
Develop strategies for continual learning and model improvement.Business and Team:
Acquire data from primary or secondary data sources and generate business insights relevant to Presights business goals.
Participate in cross-functional teams to understand business needs and translate them into actionable AI solutions.Qualifications:
Requirements:
Bachelor's Degree in Artificial Intelligence, Data Science, Machine learning, Computer Science, Mathematics or related field
5+ years of experience in a Data Scientist or Machine Learning Engineer role, with a strong focus on computer vision.
Expert level proficiency in Python.
Expertise in deep learning frameworks (e.g., PyTorch, TensorFlow) and libraries (e.g., OpenCV).
Experience in containerizing AI models using tools such as Docker, Kubernetes.
Must have worked with GPU accelerated training, distributed training and Building AI services for GPU inference.
Ability to work with cloud platforms such as AWS, MS Azure (Preferred), or Google Cloud and use their services for complete AI development lifecycle.
Experience with model optimization, deployment, and monitoring.
Domain knowledge in computer vision.
Ideally, youll also need
A commitment to experiment, learn and collaborate.
A highly data-focused and investigative approach to problem-solving.
Familiarity with large multimedia and language models (e.g., CLIP, DALL-E, llava).
Contributions to open-source projects or publications in top-tier conferences.
An insatiable curiosity and a learning mindset that enable you to thrive in a fast-paced and dynamic environment.
Excellent communication skills
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 Presight community.
What working at Presight 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.
Rewards: A competitive remuneration package with a host of perks including healthcare, education support, leave benefits and more.
