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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.

Company: BETA CAPITAL MANAGEMENT (UK) LIMITED Location: Unit 228 Spaces Oxford Street, Mappin House, 4 Winsley Street, London, England, W1W 8HF Salary: £40,000 per annum Job Type: Full-Time About Us: BETA CAPITAL MANAGEMENT (UK) LIMITED is a well-established property consultancy firm offering expert services in the real estate sector. We are looking for an IT Consultant to join our growing team and provide strategic technology support to enhance our business operations and client services. Job Description: As an IT Consultant, you will be responsible for overseeing and enhancing the company's IT infrastructure, ensuring seamless technology operations and providing technical expertise to internal teams. The successful candidate will help optimize business processes and develop IT solutions that align with the company's goals. Key Responsibilities: Evaluate and implement technology solutions that align with the company’s business objectives. Oversee the maintenance and management of IT systems, including networks, hardware, and software. Collaborate with internal teams to identify opportunities for technology-driven improvements. Provide technical support and troubleshooting for internal teams and clients. Advise on data security, backup, and disaster recovery strategies. Monitor and assess the effectiveness of IT systems and recommend updates or improvements. Manage IT projects from conception to implementation, ensuring timely delivery and alignment with business needs. Requirements: Bachelor's degree in Information Technology, Computer Science, or a related field. Proven experience as an IT consultant or in a similar role. Strong understanding of IT infrastructure, networks, and business applications. Familiarity with project management and IT development lifecycle. Excellent problem-solving and troubleshooting skills. Ability to communicate technical concepts to non-technical stakeholders. Benefits: Competitive salary of £40,000 per annum. Opportunities for career growth and professional development. Collaborative and supportive work environment. Company pension plan. Annual leave and additional benefits.

--- **Job Title**: Case Research Analyst (3-6 Month Contract) **Location**: London **Job Description**: We are seeking a highly skilled and motivated individual to work on a 6-month project researching and analyzing all aspects of a complex criminal case for the defence. The successful candidate will play a pivotal role in preparing a comprehensive defence pack, providing critical insights and supporting the legal team's strategy. **Responsibilities**: - Conduct in-depth research on all aspects of the criminal case, including legal precedents, evidence, and contextual factors. - Analyze and synthesize large volumes of information from various sources, including case files, witness statements, and expert reports. - Organize findings into a clear, concise, and well-structured defence pack. - Identify potential weaknesses or inconsistencies in the case against the client and develop strategies to address them. - Collaborate with legal professionals to ensure the research aligns with the defence strategy. - Maintain strict confidentiality and handle sensitive information with discretion. - Manage time effectively to meet deadlines and deliver high-quality outputs. **Required Skills and Qualifications**: - A first-class degree in a discipline with transferable skills (e.g., Law, Criminology, History, Political Science, Forensic Science, or similar). - Exceptional research and analytical skills, with the ability to process and evaluate complex information. - Outstanding organizational and time management skills, capable of independently prioritizing tasks. - Excellent written and verbal communication skills, with a knack for presenting findings clearly and persuasively. - Proficiency in using digital tools and databases for legal research. - A strong attention to detail and the ability to identify nuances in documentation. - A proactive and self-motivated attitude, with the ability to work independently and as part of a team. **Desirable Skills**: - Previous experience in legal research, case analysis, or related fields. - Familiarity with criminal law and legal terminology. - An understanding of the UK legal system and case law. - Experience in interviewing or liaising with witnesses or experts. - Problem-solving skills with an innovative and resourceful approach to challenges. **Application Process**: To apply, please submit your CV and a cover letter detailing your relevant experience and why you are suitable for this role to [Insert Contact Information]. Applications will be reviewed on a rolling basis

Optical Assistant We are seeking a dedicated and detail-oriented Optical Assistant to join our team. As an Optical Assistant, you will play a crucial role in providing customer service and assisting in various tasks related to optical care. You will work closely with optometrists and other staff to ensure smooth operations within the practice, from helping customers select eyewear to supporting routine eye exams and fitting glasses and contact lenses. Training will be provided to learn all the necessary skills for this role. Key Responsibilities: Assist patients with the selection of frames, lenses, and eyewear accessories that best suit their needs and preferences. Provide guidance on how to care for glasses and contact lenses. Conduct preliminary tests, such as taking eye measurements and checking visual acuity. Support optometrists during eye exams by preparing equipment and patient records. Handle the fitting and adjustments of glasses and frames. Manage patient scheduling and ensure appointments are efficiently organized. Process insurance claims and assist with billing and payments. Maintain inventory levels and assist with ordering new stock. Provide excellent customer service by answering patient questions, offering recommendations, and ensuring a positive experience. Skills and Qualifications: Excellent communication and interpersonal skills. Ability to work in a fast-paced environment with attention to detail. Knowledge of optical products and services is a plus, but not required. Ability to learn quickly and adapt to new technology and processes. Strong organizational skills and ability to multitask. Previous experience in customer service or retail is preferred. GCSEs in Maths, Science, and English (or equivalent) required. Training will be provided to learn the specific skills and knowledge needed for the role. Work Environment: You will be working in a friendly, patient-focused practice where your contributions are valued. This role requires a customer-first attitude, enthusiasm for the optical industry, and a passion for helping people see the world more clearly.

We're seeking an experienced Bank Technician to join our team. As a payments and core banking expert, you'll be responsible for ensuring seamless transaction processing, integrating with various banking systems, and providing technical support for our banking operations. Key Responsibilities: 1. Transaction Processing: Manage and monitor transaction processing for various payment types, including SEPA, SWIFT, and domestic payments. 2. Core Banking System Integration: Integrate and maintain connections with core banking systems, such as Finacle. 3. API Integration: Develop and maintain API integrations with various banking systems, including N26, Starling Bank, and Solaris Bank. 4. Technical Support: Provide technical support for banking operations, including troubleshooting and resolving technical issues. 5. Compliance and Risk Management: Ensure compliance with regulatory requirements and manage risk associated with transaction processing and core banking system integration. Requirements: 1. Education: Bachelor's degree in Computer Science, Information Technology, or related field. 2. Experience: Minimum 5 years of experience in banking technology, payments, and core banking systems. 3. Knowledge: In-depth knowledge of: - Payment systems (SEPA, SWIFT, etc.) - Core banking systems (Finacle, etc.) - API integration and development - Banking regulations and compliance - Risk management and security measures 4. *Skills* : Proficient in: - Programming languages (Java, Python, etc.) - API development and integration - Database management (Oracle, MySQL, etc.) - Operating systems (Windows, Linux, etc.) 5. *Certifications* : Relevant certifications, such as ITIL, Agile, or banking-specific certifications. Nice to Have: 1. Experience and familiarity with banking systems and their APIs. 2. Knowledge of cloud-based banking platforms: Experience with cloud-based banking platforms, such as Amazon Web Services (AWS) or Microsoft Azure. 3. Certifications in banking and finance: Additional certifications, such as CFA, FRM, or banking-specific certifications. What We Offer: 1. Competitive salary*: A highly competitive salary based on experience and qualifications. How to Apply: If you're a motivated and experienced banking technology professional looking for a new challenge, please submit your resume and cover letter to me .