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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.

Location: London Company: Planet Neon At Planet Neon, we specialise in creating high-quality, custom LED neon signs that enhance the ambiance of homes, venues, and businesses. We are committed to delivering unparalleled customer service and after-sales care, ensuring every customer has a seamless and satisfying experience. As we continue to grow and innovate, we invite you to join our team and help bring our unique products to life. Job Description: As an Entry-Level CNC Machine Operator, you will be responsible for operating and maintaining industrial machinery to carve custom LED neon signs. You will work with a variety of materials, including acrylic sheets, and be involved in all aspects of the CNC process, from machine set-up to final inspection. Key responsibilities include: Loading and unloading acrylic sheets (8mm and 10mm) for sign production. Fitting and adjusting tools for machine operation. Setting up and calibrating equipment and accessories to ensure optimal performance. Translating part drawings into measurements for production. Inspecting workflows to meet technical and quality standards. Developing efficient work plans to complete daily machining tasks. Skills Required: Basic knowledge of CNC machine operation or a strong interest in learning (training will be provided). Ability to read and interpret CAD files (training will be provided). Strong attention to detail and commitment to delivering high-quality work. Ability to work well in a team-oriented environment. Basic computer skills and a willingness to learn CNC software (CAD). Problem-solving skills and the ability to troubleshoot basic machine issues. Qualifications: No prior CNC experience required, though a background in design, engineering, or carpentry is advantageous. Technical or vocational training in manufacturing, engineering, or a related field is preferred but not essential. GCSEs or equivalent qualification in Maths, Design Technology, or Engineering is beneficial. What We Offer: Full training and development in CNC operations and manufacturing processes. The opportunity to work on high-profile projects for global brands. A supportive, creative work environment with opportunities for growth. Competitive salary and benefits package.

We're hiring for a Senior Software Engineer within our fundamental modelling team. The primary goal of this team is to improve the predictive power of our models based on historical event data. The quality of our models is incredibly important to us and improvements on our models directly impact financial performance. You'll be working closely with researchers, helping maintain trading infrastructure, and helping the team scale and improve the systems at the heart of the business. You'll be working on data pipelines, build, support systems and infrastructure. A very wide ranging role requiring extensive experience across multiple technologies. The ideal candidate will be highly creative and enjoy generating new, innovative ways to tackle problems and suggesting improvements to existing methodologies; you'll have a high level of autonomy to design and implement tooling and systems in a way you feel would be best suited to the problem at hand. A strong knowledge of operating systems, networks, software architecture and practical experience in deploying that knowledge is essential. Knowledge of sports betting or horse racing, which this team focuses on, isn’t required. We are a hybrid working company, with staff coming into the office in London every Thursday, plus any other days they like, working remotely at home the rest of the time. Our typical working hours are 10 am to 6 pm UK time, Monday to Friday, but we support flexible working and trust our team to manage their own schedules to meet their goals. We're targeting Senior Developers for this role, ideally with several years of experience in mission-critical systems where precision, reliability, and fault tolerance are paramount. Our interview process is as follows: A brief screening call to give you some more information about the role, answer any of your initial questions and to check your suitability for the role. A 60 minute technical interview with our CTO and/or Team Lead, discussing your previous experience and also discussing some systems design challenges and how you'd approach them A collaborative coding assessment day, working with one of our team on some sample problems. This isn't leetcode, it's more about systems design and your approach to tradeoffs. This will last from 10am until 4pm UK time. An in person "meet the team" at our London office. Requirements At least one, ideally both of: A degree in a technical subject from a top university demonstrating your ability to grasp and apply complex concepts. Several years of senior-level experience in teams building mission-critical systems where precision and reliability are essential to success. Demonstrated professional expertise in the following areas: Fluency in multiple programming languages, with substantial experience in Python as a priority. Development and maintenance of Continuous Integration (CI) pipelines. Complex deployments on AWS Docker or comparable containerization technologies. Nice to have experience: Experience using numpy/pandas/torch/etc Experience with Golang Benefits Our salary range for the role is £40,000 to £80,000, depending on experience and interview performance. List of benefits: Participation in the uncapped company bonus scheme, typically 10-20% of salary depending on experience. 10% matched pension contributions Private healthcare insurance Long term illness insurance Gym membership Choose your own hardware & setup for your development environment.

We are seeking a dynamic Social Media Growth Strategist to drive brand growth through strategic content creation, audience engagement, and business development. This role blends creativity with commercial acumen, ensuring both the agency and its clients achieve maximum visibility, engagement, and revenue. Key Responsibilities: 1. Social Media Strategy & Content Creation - Develop and implement data-driven social media strategies for clients and the agency. - Create high-quality content, including photos, videos, reels, and graphics, tailored for different platforms. - Maintain a consistent brand voice and aesthetic across all social media channels. - Identify and capitalise on trending topics, hashtags, and viral content opportunities. - Utilise SEO techniques, strategic posting schedules, and content optimisation to enhance reach. - Experiment with new formats such as live sessions, behind-the-scenes content, and interactive posts. 2. Community Engagement & Growth - Actively engage with followers by responding to comments and messages to foster relationships. - Develop influencer collaborations and brand partnerships to expand audience reach. - Monitor audience behaviour and refine engagement strategies accordingly. - Implement tactics to drive organic follower growth and increase engagement rates. 3. Business Development & Sales - Identify and approach potential clients who would benefit from social media marketing. - Create and deliver compelling pitches and presentations showcasing social media solutions. - Negotiate contracts and secure new business deals. - Maintain strong client relationships, identifying opportunities to upsell additional services. - Attend networking events, industry meetups, and online forums to generate leads. 4. Analytics & Performance Optimisation - Track and analyse social media performance using analytics tools. - Provide data-driven recommendations to improve content strategy and audience engagement. - Conduct competitor analysis to stay ahead in the market. - Adjust content and advertising strategies based on performance insights. 5. Daily Activities - Plan, create, and schedule content for multiple platforms. - Engage with followers, respond to queries, and interact with potential clients. - Research and brainstorm new content ideas based on emerging trends. - Reach out to potential clients and follow up on business leads. - Monitor campaign performance and make real-time adjustments. - Attend client meetings and provide strategic updates. Required Skills & Qualifications: 1. Advanced Content Creation – Proficiency in video editing, graphic design, and storytelling techniques for social media. 2. Data Analytics & Performance Tracking – Experience with analytics tools such as Meta Business Suite and Google Analytics. 3. Sales & Persuasion – Strong ability to pitch, negotiate, and close deals effectively. 4. Advertising & Paid Campaigns – Knowledge of running and optimising paid ads on Facebook, Instagram, TikTok, and LinkedIn. 5. SEO & Social Media Growth Strategies – Understanding of search engine optimisation (SEO) and platform algorithms. 6. Influencer & Community Management – Experience in building relationships with influencers, brand ambassadors, and online communities. 7. Crisis Management & Reputation Handling – Ability to manage negative feedback and social media crises professionally. 8. Time Management & Multitasking – Capability to handle multiple campaigns and client accounts efficiently. 9. Trend Forecasting & Innovation – Keeping up with emerging trends, platforms, and content innovations. 10. Public Speaking & Presentation Skills – Confidence in delivering presentations, pitches, and client consultations. Performance Metrics: - Growth in follower count and engagement rates. - Client acquisition and retention. - Revenue generated through social media marketing services. - Effectiveness of content and campaign performance. This role is ideal for a results-driven professional who can seamlessly blend content creation with business development, ensuring both the agency and its clients achieve outstanding online success.

Job Summary: We are looking for a highly skilled and creative Product Development Chef – Cakes & Pastries to lead the innovation and development of our dessert offerings at Caffe Concerto. This role involves researching global trends, experimenting with new flavors and designs, and continuously improving our cake and pastry selection to maintain our competitive edge in the market. ** Key Responsibilities:** • Develop and refine new cakes, pastries, and desserts that align with market trends and Caffe Concerto’s premium brand. • Create innovative and commercially viable products that can be produced at scale in our production kitchen. • Design and launch seasonal and event-specific product lines, ensuring a fresh and dynamic menu throughout the year (Christmas, January detox, Valentine’s Day, Mother’s Day, Pancake Day, Easter, Spring, Summer, etc.). • Conduct research on customer preferences, emerging flavors, and international dessert trends. • Work closely with the procurement team to source high-quality ingredients while ensuring cost-effectiveness. • Standardize recipes and procedures to maintain consistency across all locations. • Collaborate with marketing and content teams to showcase new products. • Train pastry chefs and kitchen staff on new recipes and techniques. • Maintain high hygiene and quality control standards in accordance with food safety regulations. ** Requirements:** • Proven experience as a Pastry Chef, preferably in product development. • Strong knowledge of modern cake decorating techniques and international pastry trends. • Creative mindset with a passion for innovation. • Ability to manage multiple projects and work under deadlines. • Excellent communication and collaboration skills. • Familiarity with cost control and menu engineering. Job Title: Product Development Chef – Cakes & Pastries ** Location:** Production Kitchen (Primarily) & Multiple Locations (for Training & Presentations) ** Salary:** Competitive, based on experience 40k to 55k Per Anum ** Job Type:** Full-time

Operations Manager – Design & Engineering Company (Hackney, London) We are seeking a highly organized and proactive Operations Manager to work directly with the founder of a dynamic design and engineering company specializing in hotels, serviced properties, events, and digital services for local councils. Role Overview Based at our workshop in Hackney (E8 2AA), you will oversee daily operations, ensuring seamless execution of projects using Trello and other management tools. As the company expands and develops new assets, you will play a key role in leading the team into its next phase of growth. Key Responsibilities Operational Management: Oversee day-to-day activities and workflow using Trello. Team Coordination: Assign tasks efficiently to capable team members. Process Optimization: Use Google Sheets, Docs, and basic AI tools to streamline operations. Resource Allocation: Ensure projects are well-resourced and meet deadlines. Communication: Maintain clear and professional communication with internal and external stakeholders. Requirements Minimum 2 years’ experience in an operations role. Proficiency in Google Sheets, Docs, and basic AI tools. Strong leadership skills to guide teams through new developments. A clean driver’s license and a professional, clear telephone manner. Experience working with both Mac and PC systems. Want to Learn More? If you're interested in researching some of our assets, check out: Komo Pods Hackney Why Join Us? This is an exciting opportunity to work directly with the founder in a hands-on role that influences business growth and innovation. If you thrive in a fast-paced environment and enjoy bringing structure to creative and technical projects, we’d love to hear from you! 📍 Location: Hackney, London (E8 2AA) 📩 How to Apply: Send me a brief description of your experience and we can go from there

Job Description: Planning, process and production technicians perform a variety of technical support functions to assist production, process and planning engineers with production programmes and schedules and with manufacturing and processing procedures in order to ensure accuracy, cost-effectiveness and efficiency Key Duties: As a Production Planner at Taurus Nirvana Ltd, your key duties will include creating and managing detailed production schedules, coordinating the timely procurement of materials, and ensuring that production resources, including equipment and labour, are allocated efficiently. You will collaborate with design, engineering, and procurement teams to ensure seamless workflow across projects, proactively identifying potential bottlenecks or delays in the production process. You will also monitor inventory levels, forecast production demand, adjust schedules as necessary, and maintain clear communication with all stakeholders to ensure projects are completed on time, within budget, and to the required quality standards. Day-to-day task: Production Planner will review production schedules, ensuring that timelines align with project requirements and client expectations. You will communicate with suppliers to confirm material availability and delivery dates, adjusting schedules accordingly to prevent delays. Regularly checking in with the production team, you will monitor the progress of ongoing projects, ensuring any production issues are addressed promptly. You will also track inventory levels, ordering materials as needed to maintain production flow, and assess any potential risks or disruptions in the supply chain. Additionally, you'll maintain accurate documentation, update project status reports, and hold regular meetings with relevant departments to keep everyone informed and aligned on progress.