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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.

Ø Supervise daily construction activities to ensure they align with project plans and schedules. Ø Coordinate with engineers, architects, and project managers for smooth execution. Ø Monitor on-site workers to ensure adherence to safety standards and productivity goals. Ø Assign tasks to workers and subcontractors based on project needs. Ø Enforce adherence to local building codes, regulations, and company policies. Ø Conduct safety meetings, toolbox talks, and risk assessments. Ø Track inventory levels and prevent wastage. Ø Monitor project expenses to stay within budget. Ø Provide regular progress updates to project managers and clients.

marketingJob Overview We are seeking a dynamic and results-driven Marketing Manager to spearhead our marketing initiatives and expand our footprint in the Chinese market. The ideal candidate will have a strong background in digital marketing, particularly in B2C or B2B environments, and a deep understanding of the Chinese education market. This role requires expertise in leveraging Chinese digital platforms (e.g., WeChat, Weibo, Douyin, Xiaohongshu), analysing market trends, and crafting innovative marketing strategies tailored to Chinese audiences. Duties Develop and execute comprehensive marketing strategies to promote Hola Hola Limited’s services to Chinese students and their families. Manage and optimise campaigns across Chinese social media platforms, search engines, and other digital channels. Collaborate with UK-based teams to align marketing efforts with company goals and ensure consistent brand messaging. Conduct market research to identify trends, opportunities, and challenges in the Chinese education sector. Build and maintain relationships with key stakeholders, including educational institutions, agents, and influencers in China. Monitor and analyse campaign performance, providing actionable insights to improve ROI. Stay updated on the latest marketing tools, technologies, and best practices in the Chinese market. Experience Proven experience in digital marketing, preferably within the education or international student recruitment sector. Strong knowledge of Chinese digital marketing platforms and tools (e.g., Xiao hong Shu, Tiktok, Weibo). Excellent communication skills in both Mandarin and English, with the ability to create compelling content for Chinese audiences. Analytical mindset with the ability to interpret data and translate it into effective marketing strategies. Creative thinker with a passion for innovative marketing approaches. Strong organisational skills and the ability to manage multiple projects simultaneously. If you are passionate about driving results through innovative marketing strategies and possess the required skills, we encourage you to apply for this exciting opportunity as a Marketing Manager.

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

We are seeking a skilled Electrician to join our team. The ideal candidate will be responsible for installing, maintaining, and repairing electrical systems and equipment in various settings. This role requires a strong understanding of electrical systems, safety protocols, and the ability to work with both hand and power tools. The Electrician will ensure that all work is carried out in compliance with relevant regulations and standards. Duties Install, maintain, and repair electrical wiring, fixtures, and equipment. Conduct inspections of electrical systems to identify hazards or defects. Troubleshoot electrical issues and provide effective solutions. Read and interpret blueprints, schematics, and technical drawings. Ensure compliance with safety standards and regulations during all tasks. Collaborate with other tradespeople to complete projects efficiently. Maintain accurate records of work performed and materials used. Provide guidance and support to apprentices or less experienced staff as needed. Qualifications Proven experience as an Electrician or in a similar role. Proficiency in using hand tools and power tools related to electrical work. Strong knowledge of electrical systems, codes, and safety practices. Ability to read technical documents such as blueprints or schematics. Excellent problem-solving skills and attention to detail. Relevant certifications or qualifications in electrical work are preferred. Strong communication skills and the ability to work well within a team. If you are a dedicated professional looking for an opportunity to contribute your skills in a dynamic environment, we encourage you to apply for the Electrician position.

Job Summary: Caffe Concerto is seeking a Product Development Chef – Savory Menu to lead the innovation and enhancement of our food offerings. This role is crucial for ensuring our menu remains fresh, exciting, and aligned with modern culinary trends, helping us stand out in a competitive market. The ideal candidate will have expertise in hot food, seasonal menus, and high-volume production, ensuring that every dish is both innovative and commercially viable. ** Key Responsibilities:** • Develop and test new hot and savory dishes for breakfast, lunch, and dinner menus, ensuring a balance between classic flavors and modern trends. • Create innovative, scalable, and commercially viable dishes suitable for high-volume production. • Introduce seasonal and event-specific menus throughout the year, including Christmas, January health-conscious options, Valentine’s Day, Mother’s Day, Easter, Spring, Summer, and beyond. • Innovate with seasonal ingredients to create dynamic, high-quality dishes. • Collaborate with procurement to source premium ingredients while managing costs effectively. • Standardize recipes and ensure kitchen teams can replicate them consistently across multiple locations. • Work closely with operations and training teams to ensure seamless implementation of new menu items. • Support marketing efforts by providing insights and ideas for showcasing new dishes. • Ensure all new products meet food safety and quality standards. ** Requirements:** • Experience as a Head Chef or Product Development Chef in a high-quality restaurant, café, or production kitchen. • Strong knowledge of hot food preparation, seasonal menus, and modern culinary trends. • Ability to create visually appealing, flavorful, and scalable dishes that fit the Caffe Concerto brand. • Strong leadership and communication skills. • Ability to work under pressure and manage multiple projects simultaneously. • Familiarity with menu engineering, cost control, and food production at scale. Location: Production Kitchen (Primarily) & Multiple Locations (for Training & Presentations) ** Salary:** £45,000 – £60,000 per year (depending on experience) ** Job Type:** Full-time

Job Summary: The Business Development Manager (BDM) for a construction company is responsible for identifying and securing new business opportunities, building strong client relationships, and contributing to the overall growth of the company. This role requires deep knowledge of the construction industry, an ability to spot emerging trends, and a strong track record in acquiring new projects. The BDM will play a key role in driving revenue through bidding on new construction projects, managing client relationships, and collaborating with project management teams to ensure the company’s services meet market needs. Key Responsibilities: Market Research & Strategy Development: Conduct market research to identify new business opportunities within the construction industry, including public and private sector projects. Stay up-to-date on trends in construction, including technology, regulations, and industry best practices. Develop and implement business strategies to target potential clients, including developers, government agencies, and private sector organizations. Lead Generation & Prospecting: Identify and prospect potential clients in the construction sector, including real estate developers, government bodies, architects, and engineers. Generate leads through various channels, such as industry events, networking, referrals, and online platforms. Build a solid pipeline of future projects through aggressive business development tactics. Client Relationship Management: Establish and maintain strong relationships with key decision-makers, including architects, contractors, project managers, and developers. Understand client needs and develop customized proposals that align with their vision and budget. Ensure the smooth communication of project requirements between clients and internal teams throughout the bidding and construction phases. Proposal Development & Tender Submissions: Lead the preparation and submission of competitive bids and proposals for new construction projects. Collaborate with estimators, project managers, and other internal stakeholders to prepare accurate and compelling proposals. Negotiate terms and conditions with clients to finalize contracts and secure project awards. Project Tracking & Reporting: Monitor ongoing projects and their profitability, providing feedback and support to the project management team to ensure deadlines and budgets are met. Regularly report on business development activities, lead conversion rates, and sales achievements to senior management. Ensure the company’s goals are met by maintaining and tracking sales targets and pipeline performance. Industry Networking & Partnerships: Represent the company at industry events, conferences, and trade shows to increase visibility and establish new business connections. Build strategic partnerships with other construction firms, subcontractors, and industry professionals to enhance the company’s service offerings and expand market reach. Collaboration with Internal Teams: Work closely with project managers, engineers, and estimators to ensure alignment on project scope, timelines, and budgets. Provide market insights and client feedback to assist in refining company offerings and improving overall service quality. Required Skills & Qualifications: Bachelor's degree in Construction Management, Civil Engineering, Business Administration, or a related field. Minimum of 5 years of experience in business development, sales, or project management within the construction industry. Proven track record of securing new business and achieving sales targets in construction. Strong knowledge of construction processes, bidding, and project management. Exceptional communication, negotiation, and presentation skills. Ability to manage multiple clients and projects simultaneously. Familiarity with construction software, CRM tools, and Microsoft Office Suite. Preferred Qualifications: Knowledge of local, state, and federal construction regulations and permitting processes. Established network of contacts within the construction industry, including developers, general contractors, and subcontractors. Experience with public and private sector projects, including government contracts and commercial developments. Familiarity with cost estimation software and project management tools. Working Conditions: Full-time position with occasional travel to client sites, construction sites, and meetings. Office-based, with the possibility of remote work depending on company policy. Flexibility in working hours, with occasional evening or weekend work depending on project deadlines or events.

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.