Are you a business? Hire data input candidates in London
About Rival: Backed by top VCs and angels, Rival is building a unique 3D content-sharing platform and a first-of-its-kind foundational AI model that converts any 2D video into an immersive 3D experience. Currently a team of 13, Rival has brought together talents from Google, Meta, Amazon, BCG, Morgan Stanley, etc. Project Overview: We are seeking a highly motivated PhD intern to join our team and contribute to an exciting project focused on developing a novel, end-to-end system for converting standard 2D videos into compelling 3D (stereoscopic or depth-based) formats using advanced AI techniques. The goal is to research, design, and implement deep learning models capable of understanding scene geometry, motion, and temporal consistency directly from monocular video input to generate high-quality 3D output automatically. This research has the potential to revolutionize content creation and consumption for VR/AR and 3D displays. Your Responsibilities: Conduct literature reviews on state-of-the-art methods in monocular depth estimation, novel view synthesis, video understanding, and 2D-to-3D conversion. Design, implement, and experiment with deep learning architectures (e.g., Transformers, CNNs, GANs, Diffusion Models) for the 2D-to-3D conversion task. Focus on key challenges such as temporal consistency, handling complex motion, maintaining geometric accuracy, and computational efficiency. Process and manage large-scale video datasets for training and evaluation. Collaborate closely with researchers and engineers to integrate findings into a prototype system. Analyze results, document findings, and present progress regularly. Contribute to potential publications or patent applications based on research outcomes. Required Qualifications: Currently enrolled in / just finished a PhD program in Computer Science, Electrical Engineering, Artificial Intelligence, or a related field. Research focus in Computer Vision, Deep Learning, Machine Learning, or Graphics. Solid theoretical understanding and practical experience in deep learning and computer vision fundamentals. Proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow). Experience working with image and/or video data. Strong analytical, problem-solving, and research skills. Excellent communication and collaboration abilities. Preferred Qualifications: Track record of relevant publications in top-tier CV/ML conferences (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML, SIGGRAPH). Experience specifically with monocular depth estimation, stereoscopic vision, view synthesis, video generation, or 3D reconstruction. Familiarity with video processing tools (e.g., OpenCV, FFmpeg). Experience with large-scale model training and data pipelines. Contributions to relevant open-source projects.
Data Analyst Telcoset UK – Remote Job Overview We are seeking a detail-oriented and analytical Data Analyst to join our dynamic team. The ideal candidate will possess strong data analysis skills and a keen ability to interpret complex datasets. You will play a crucial role in supporting decision-making processes by providing actionable insights derived from data. Your expertise in tools such as R and Python, along with your understanding of database design and the Software Development Life Cycle (SDLC), will be essential in driving our data initiatives forward. Responsibilities Conduct thorough data analysis to identify trends, patterns, and anomalies within datasets. Collaborate with cross-functional teams to gather requirements and understand data needs. Design and implement effective database structures to support data storage and retrieval. Utilise programming languages such as R and Python for data manipulation and analysis. Create visual representations of data findings using tools like Visio to communicate insights effectively. Participate in the SDLC process by providing input on data-related projects and enhancements. Vaticinate future trends based on historical data analysis, aiding strategic planning efforts. Ensure the integrity and accuracy of data through regular audits and quality checks. Smash through barriers to uncover valuable insights that can influence business strategies. Requirements Proven experience as a Data Analyst or in a similar analytical role. Strong proficiency in data analysis skills, with hands-on experience in R and Python. Familiarity with database design principles and practices. Understanding of the Software Development Life Cycle (SDLC) is advantageous. Excellent problem-solving skills with the ability to vaticinate potential outcomes based on data trends. Proficient in using Visio for creating diagrams and flowcharts that represent data processes. Strong attention to detail with an analytical mindset, capable of smashing through complex datasets to derive meaningful insights. Effective communication skills, both verbal and written, to present findings clearly to stakeholders. Join us as we leverage data to drive impactful decisions within our organisation! Job Type: Full-time Pay: £31,000.00-£39,000.00 per year Benefits: Company pension Work from home Schedule: Monday to Friday Work Location: Remote