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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.

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.

Job title: 2x Architectural Assistant (Part I or Equivalent) Reporting to: Project Leader of the current project on a day to day basis and ultimately to the Senior Partner We’re looking for a creative and motivated recent architecture graduate or Part 1 Architectural Assistant to join our growing London team full-time. At Darrenn, you’ll be supported, challenged, and encouraged to contribute your ideas from day one. You’ll be involved in the concept design stage, working closely with our multidisciplinary team to bring fresh perspectives and creativity to our projects. This is more than just a first job- it’s a real opportunity to learn, grow, and develop your career in a dynamic and collaborative environment, with the potential to take on greater responsibilities over time. Responsibilities - Prepare, develop and edit, under the guidance of the project leader or nominated architect, drawings, models, images and other documents relating to the design - Seek to understand the design project - Develop, where required, representations of design options for further discussion by the design team - Contribute, or otherwise assist, as required by the Partner, Senior Partner or nominated Architect Qualities & skills required - Able to demonstrate ability to undertake the above responsibilities - Legally able to work in the country in which the position is based - Evidence of a good design understanding e.g. a good design portfolio - Ability to use a variety of media in the development and documentation of a design project - A flexible and open attitude towards new ways of working and commitment to independent, life long learning - Excellent organisational skills - Able to manage sensitive and sometimes confidential information - Self motivated and able to demonstrate initiative and a proactive approach to daily tasks and in response to direction or instruction - Good interpersonal skills and able to work independently and as part of an effective team, assisting and supporting team members - Able to build good relationships at all levels, internally and externally - Resilient to cope with conflicting demands, able to prioritise duties and work effectively under pressure and meet deadlines efficiently and effectively budget - Evidence of the ability to understand design decisions taken by others Desirable - Ability to use some of the following: MicroStation, Rhino, Revit, PhotoShop, Illustrator, InDesign, Word, Excel, Outlook, PowerPoint, Internet Explorer This description reflects the core activities of the role but is not intended to be all-inclusive and other duties within the group/department may be required in addition to changes in the emphasis of duties as required from time to time. There is a requirement for the post holder to recognise this and adopt a flexible approach to work. Job descriptions will be reviewed regularly and where necessary revised in accordance with organisational needs.

SENIOR BARTENDER - THE HOUND - JKS PUBS NEW PROJECTS Salary - Up to £14.50ph Schedule - Full Time Experience - Previous experience within a quality Bar or Pub JKS are seeking a Senior Bartender to join their new opening, The Hound, in Chiswick. The successful candidate will be friendly, personable and passionate about all things food and drink. This is a fantastic opportunity for an experienced Bartender looking for a new role in an award winning, critically acclaimed group. JKS Pubs Group The Cadogan Arms Voted in the UK's Top 50 Gastro Pubs The Cadogan Arms is a much-loved Chelsea institution, restored to its former glory with a renovation that pays homage to the public house’s two centuries spent serving the local community. Comprising a bustling ground floor bar, an opulent dining room, and downstairs space ‘The Rose Room’. The location is headed up by Managing Director Dom Jacobs, with food by Culinary Director James Knappett. The menu at The Cadogan Arms focuses on simply prepared British produce, celebrating the provenance of locally sourced fish, meat, and fresh vegetables, as well as sharing roasts on Sunday. Drinks range from cocktails to a carefully curated wine list, and a comprehensive beer list which includes a bespoke British Pilsner from Cornwall’s Harbour Brewing, specially commissioned for The Cadogan Arms. The George The George is an 18th-century, Grade II listed public house on Great Portland Street, Fitzrovia. Spanning two floors, gilded Victorian mirrors, enamel paintings, and oak panelling remain unchanged, thanks to careful stewardship over the centuries. Large regency windows overlook the hustle and bustle of Great Portland Street, with original architectural details throughout and several private and semi-private spaces available for private hire. Befitting of a modern London public house, the all-day dining menu features snacks and starters, ideal for sharing and best enjoyed with a pint, heartier dishes, including chops and steaks from the charcoal grill, sandwiches, and pub classics, and indulgent desserts such as the Sticky Toffee Pudding and Hot Chocolate Fudge Sundae Banana Split. On the bar, house signatures include Guinness, Irish Whiskey and Irish Coffees, served alongside cask ales, craft beers, seasonal cocktails, and an extensive wine list The Position The right Bartender will be passionate and knowledgeable about beers, whisky and cocktails, and have a good background in high volume restaurants and bars, whilst delivering exceptional guest experiences with personality and flair. The Successful Bartender will have: Prior experience as a Bartender within a fast paced-quality restaurant or bar; Eagerness to roll your sleeves up and get stuck in; A creative approach with impeccable attention to detail; Passion for beverage, food and hospitality, along with the eagerness to continually learn; The desire to develop your career within an ambitious and trend-setting restaurant group; Benefits & Culture Our team is the most important part of our business, translating our passion for genuine hospitality to our guests every day. We are proud to work with industry-leading talent and recognise the importance of offering our teams the tools, guidance and experience necessary to build confidence and grow. We encourage you to bring your whole self to work and celebrate the skills and characteristics that make you unique. Your commitment to be kind and work hard comes with a range of benefits such as: Treat Yourself Up to 50% off dining across JKS Restaurants Retail & Takeaway Discounts Code App Membership Look After Yourself Discounted Gym Membership Company Donations for your involvement with Charities Employee Assistance Program Access to Financial Advice Wedding Gift & New-born Care Package - Celebrating your big occasions Progress Yourself Access to our fantastic L&D Calendar A personalised learning & development plan to develop your skills and knowledge Career progression with a fast-growing, critically acclaimed restaurant group. Be Yourself Employee referral scheme - paying up to £600 per referral Staff parties & long service awards The Group JKS Restaurants was founded by siblings Jyotin, Karam and Sunaina Sethi in November 2008. The group has received critical acclaim and industry recognition since its inception, including 7 Michelin stars, 4 Michelin Bib Gourmands and one restaurant ranked in the World’s 100 Best restaurants. The JKS portfolio currently includes Michelin Starred restaurants Trishna, Gymkhana, Kitchen Table, Sabor and Lyle’s; as well as cult favourites Hoppers, BAO, Brigadiers, Berenjak, and Bibi. Pubs include The Cadogan Arms and The George. JKS Restaurants offers a unique chance to either pursue a career in fine dining or develop within casual trend focused cuisine, with opportunities across all disciplines for those looking to progress their careers within a people focused, collaborative hospitality group.

Job title: Registered Architect We’re seeking a creative and ambitious Full or Part-time Registered Architect to join our growing London team. At Darrenn, you’ll be seen, heard, and empowered to make your mark. You’ll take part in everything from early design concepts to project delivery, collaborate across disciplines, and bring fresh energy to our diverse and talented team. For the right person, this is more than a job — it’s a real opportunity to grow with us and take on greater responsibility in the future. Responsibilities - Understand the design project - Prepare, and develop where required, drawings, models, images and other documents relating to the design - Assist where required in the co-ordination of the internal design team - Take responsibility, where required by the project leader, for specific areas of the design and project development - Liaise, where appropriate, with members of the external design team and other associated organisations or companies - Seek, and record evidence of, continuing professional development (CPD) and an annual Personal Development Plan (PDP) in accordance with the requirements of the RIBA (or equivalent as applicable e.g. AIA, National Administration Board of Architectural Registration (NABAR)) - Contribute, or otherwise assist, as required Qualities & skills required - Able to demonstrate ability to undertake the above responsibilities - Legally able to work in the country in which the position is based - Ability to understand and formulate design decisions and present for discussion - Ability to use a variety of media in the development and documentation of a design project - Ability to take initiative in response to direction or instruction - Ability to work well under pressure and meet deadlines efficiently - A flexible and open attitude towards new ways of working and commitment to independent, life long learning - Excellent organisational skills - Able to manage sensitive and sometimes confidential information - Self motivated and able to take responsibility - Able to demonstrate initiative and a proactive approach to daily tasks - Good interpersonal skills and able to work independently and as part of an effective team - Flexible attitude - Able to build good relationships at all levels, internally and externally - Resilient to cope with conflicting demands, able to prioritise duties and work effectively under pressure while remaining calm and professional at all times Desirable - Understanding of the architects role in the co-ordination and integration of project information and management - Ability to assist with the management of junior assistant architects on the team - Understanding of financial aspects of running a design project on time and on budget - Ability to use some of the following: MicroStation, Rhino, revit, PhotoShop, Illustrator, InDesign, Internet Explorer, Word, Excel, Outlook, PowerPoint - ARB Registered This description reflects the core activities of the role but is not intended to be all-inclusive and other duties within the group/department may be required in addition to changes in the emphasis of duties as required from time to time. There is a requirement for the post holder to recognise this and adopt a flexible approach to work. Job descriptions will be reviewed regularly and where necessary revised in accordance with organisational needs.