Data Enhanced Products

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Through different data sources (ie. physical tests) and ML models and usually in combination with our digital twin solutions, our data enhancement solution can learn, predict, and simulate outcomes to provide automatic product configurations that result in product and component improvement during the development process.

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Data As a Service Products

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Data as a Service (DaaS) is a cloud-based model that allows companies to access, manage, and analyse data on demand, without the need for extensive on-premise infrastructure.

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Optimisation Models

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Optimisation AI models allow our client to improve processes, reduce costs and increase competitiveness.

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Descriptive Models

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Descriptive models aim to describe patterns, relationships, and structures within data. They don’t predict future outcomes but provide insights into existing phenomena.

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Predictive Models

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Predictive modelling, also known as predictive analytics, is a discipline that uses statistical, mathematical and artificial intelligence techniques to predict future outcomes based on historical data.

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LLMs

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At Mosaic Factor, we focus on the creation of domain specific LLMs (or light Large Language Models) for our client organisations.

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Synthetic Data

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Synthetic data is artificial data generated from original data using a model trained to reproduce its characteristics and structure.

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Digital Twins

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To allow your business to monitor and optimise your assets in real-time Mosaic Factor uses Digital Twins. They can predict failures, detect inefficiencies, and improve decision-making through the use of data.

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Predictive Maintenance

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For Predictive maintenance models, we use historical and real-time data to anticipate equipment failures or maintenance needs. By analysing sensor data, maintenance logs, and other relevant information, we can schedule maintenance proactively, reduce downtime, and extend the lifespan of your machinery.

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Demand Cost Forecasting

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Our predictive models help businesses forecast demand for products or services. By analysing historical sales data, seasonality, economic factors, and external events we can optimise inventory levels, allocate resources efficiently, and minimise overstock or stockouts.

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Quality Analytics

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We identify patterns that correlate with defects or quality issues, allowing your business to take corrective actions early and maintain high-quality standards.

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Inventory Management

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We use predictive models to optimise inventory levels by considering factors such as lead time, demand variability, and storage costs.

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Supply Chain Management

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We can use historical and real-time data analytics to manage the supply chain, optimise transportation and ensure on-time product delivery.

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Market Understanding

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Our descriptive AI models provide valuable insights for decision-making and understanding complex systems of your organisation.

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Pattern Exploration

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Our descriptive AI models provide valuable insights for decision-making and understanding complex systems of your organisation.

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Trustworthy AI

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When using AI models in environments where compliance standards are important, Mosaic Factor can help your company be on top of data governance by applying trustworthy AI solutions.

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Logistics

Logistics

Mosaic Factor’s higher priority in Logistics is sharing key data across different Supply Chain players to optimise performance while managing sustainability by mitigating the impact of these operations.

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Automotive

B:SM Tram Parquímetre

Mosaic Factor’s apply AI solutions in various aspects of the automotive industry, usually by enhancing vehicles and its components during its development.

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Mobility

Mobility

Mosaic Factor’s higher priority in Mobility is to optimise transport systems to people’s mobility while improving overall security and sustainability of transport solutions.

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Corporate Services

Corporate Services

Our machine learning and complex algorithms help organisations manage compliance and customer service to increase the service level of your organization while optimising resolution time for several processes.

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Manufacturing

Manufacturing

Mosaic Factor’s higher priority in Manufacturing is aid our clients decrease costs, increase sustainability while streamlining the production chain.

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Healthcare

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Mosaic Factor’s higher priority in Healthcare is making use of data to improve patient care and monitoring in a safe manner to optimise healthcare systems resources and assisting healthcare professionals.

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Software Engineer

Are you a Software Engineer eager to turn technical expertise into real-world innovation? At Mosaic Factor, we specialise in developing custom AI algorithms and turning them into robust and scalable software applications for the mobility and logistics sectors, combining Big Data, Machine Learning, and Artificial Intelligence in solutions with real impact.

If you are highly motivated and feel passionate about technology and continuous learning, here you’ll have the opportunity to develop your professional career at international level.

ABOUT THE OPPORTUNITY

We are looking for a Software Engineer with solid software engineering background to join our team in developing innovative solutions that solve real market problems. You will primarily work on developing complex and scalable back-end systems for AI solutions, with opportunities to contribute to front-end development when needed.

Your expertise will be key to transforming research concepts into productive applications that optimize urban transport, improve global logistics, and contribute to more sustainable cities. You will collaborate closely with data scientists, domain experts, and researchers in an environment where technological innovation combines with real social impact.

WHAT YOU NEED EXCEL

Academic Background: Degree in Computer Science, or related field.

Experience: 

  • 3+ years of experience in software development, with emphasis on back-end systems
  • Proven experience in real development and production deployment projects

Core technical expertise: 

  • Programming Paradigms: Solid knowledge of object-oriented, functional, and other programming paradigms
  • Languages: Professional experience with Java and Python, with the ability to work efficiently in both
  • Software Architecture: Deep knowledge of design patterns, SOLID principles, and scalable architectures
  • APIs and Microservices: Experience designing and implementing RESTful APIs and distributed architectures

Front-End Development (Highly Valued)

  • React: Practical experience developing user interfaces with React and its ecosystem
  • JavaScript/TypeScript: Solid knowledge of modern front-end stack
  • UI/UX: Ability to create intuitive interfaces that handle complex data

DevOps and Infrastructure

  • Containers: Experience with Docker and container orchestration
  • CI/CD: Knowledge of continuous integration and deployment pipelines
  • Cloud Platforms: Familiarity with AWS, GCP, or Azure for production deployment
  • Tools: Git, monitoring systems, and observability tools

AI/ML Knowledge (Differential Plus)

  • Fundamental Concepts: Understanding of Machine Learning algorithms and their practical application
  • Model Integration: Experience integrating ML models into production applications
  • Generative AI: Knowledge of LLMs, RAG, or agent frameworks for innovative applications
  • MLOps: Experience in model lifecycle, from development to production monitoring

ABOUT US

Mosaic Factor is a Barcelona-based startup with currently 15 employees. We were founded in April 2016 by an agile development believer, a technology guru, and a sustainability dreamer who had a vision to exploit the power of data to improve the lives of others.

Our software-as-a-service products help understand and improve flows of people and goods, respect people’s privacy and business sensitivity and soon develop more robust and fair AI. Data is at centre of all our activities.

If you’re looking for a startup company that values transparency, empathy, personal, AND professional growth, but still knows how to have some fun – we’re the company for you. We’re disrupting the world’s largest market – the world you and we live in. Our team is expanding slowly but steadily, and we want you to help us continue our growth.

YOUR RESPONSIBILITIES

Back-End Development

  • Design and implement robust and scalable back-end systems
  • Develop efficient APIs that integrate complex data and AI algorithms
  • Optimise performance of applications handling large data volumes
  • Maintain code quality through best practices, testing, and technical documentation

Front-End Contribution

  • Develop intuitive interfaces using React to visualize complex data
  • Collaborate in designing user experiences that facilitate decision-making
  • Integrate front-end with back-end systems efficiently and maintainably

Integration and Deployment

  • Implement solutions in high-availability production environments
  • Manage CI/CD pipelines for automated and secure deployment
  • Monitor production systems and resolve incidents proactively

Collaboration and Innovation

  • Work closely with data scientists to productivize research algorithms
  • Participate in defining technical architectures for new projects
  • Contribute technical ideas to improve existing processes and solutions
  • Stay updated on emerging technologies relevant to the domain

WHAT WE OFFER

Real Innovation Projects

  • Prediction Systems for route optimization and urban fleet management
  • Data Platforms that process mobility information in real-time
  • AI Solutions for sustainable logistics and efficient eCommerce
  • Advanced Applications that combine European research with practical implementation

Professional Growth

  • Direct collaboration with international researchers and experts
  • Participation in Horizon Europe projects and innovation initiatives
  • Continuous training in emerging AI technologies and software development
  • Exposure to different domains: automotive, smart cities, green logistics

Flexible Work Environment

  • Hybrid mode: Barcelona city center office + remote work
  • Flexible hours that adapt to your productivity and work style
  • International team with collaborative and supportive culture
  • Relaxed atmosphere where ideas and technical contributions are valued

Benefits and Compensation

  • Competitive salary according to your experience and contribution to the team
  • Comprehensive social benefits
  • Training budget and participation in technical conferences
  • Flexibility to explore new technologies and innovative approaches

Are you ready to apply your software engineering expertise to projects that truly matter? At Mosaic Factor, you will have the opportunity to work at the intersection of advanced technology and social innovation, developing solutions that contribute to a more sustainable and intelligent future.

Join our team and be part of the technological transformation in mobility and logistics!

Mosaic Factor is an equal opportunities employer. We believe passionately that employing a diverse workforce is central to our success. We make recruiting decisions based on your experience and skills. We value your passion to discover, invent, simplify and build.

Don’t hesitate, come and join us!

Apply

If you think Mosaic Factor is the right fir for you, please send your details along with your CV here:




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