All posts by Aia admin

At Grupo AIA, we develop advanced software tools (based on optimization, simulation, and machine learning techniques) to solve our clients’ business challenges. We apply methodologies rooted in fundamental sciences, mainly Mathematics and Physics, to bring ideas from the academic world into industrial reality, creating applications that are truly useful and impactful.

We are currently growing and looking for a Junior Data Scientist to join our Innovation Team. We want someone eager to learn, who enjoys tackling new challenges and is motivated to develop professionally in an environment that combines applied science and technology.

Work model:

On-site at our offices, with the option of a hybrid model (combining office and remote work depending on project needs).

Your role in the team:

• Participate in Data Science and Machine Learning projects alongside senior data scientists and software engineers.
• Contribute to data analysis, dataset exploration and preparation, model design, and result validation.
• Implement solutions in Python, from exploratory notebooks to production components (pipelines, APIs, etc.), under the team’s guidance.
• Assist in documenting and communicating results to other teams or clients.
• Continuously learn new tools, techniques, and best practices in data and model engineering.
• Collaborate in the research and experimentation of new technologies within the innovation area.

Requirements:

• University degree in a technical field (Engineering, Mathematics, Physics, Computer Science, or similar). A Master’s degree in Data Science, Artificial Intelligence, or advanced analytics will be valued.
• At least 1 year of professional experience applying data analysis, statistics, and machine learning techniques.
• Proficiency in Python and common data analysis and modeling libraries (e.g., pandas, scikit-learn, numpy).
• Basic knowledge of software development (version control, virtual environments, etc.).
• Strong analytical skills, intellectual curiosity, and a continuous learning mindset.
• Ability to work in a team and communicate results clearly.
• Passion for innovation and enthusiasm for taking on new challenges.

What we offer:

• The opportunity to join a highly skilled, multidisciplinary team in a continuous learning environment.
• Participation in real-world Data Science and AI projects with impact across various sectors.
• Mentoring and guidance from senior team members.
• Professional growth opportunities and technical specialization paths.
• Flexibility and a collaborative, excellence-driven work environment.

At Grupo AIA, we value technical excellence, scientific curiosity, and the practical application of knowledge. If you’re motivated by working in an environment where innovation is at the core, we’d love to meet you.

At Grupo AIA, we develop advanced software tools (based on optimization, simulation, and Machine Learning techniques) to solve our clients’ business challenges. We apply methodologies grounded in basic sciences, mainly Mathematics and Physics. Our ongoing mission is to bring ideas from the academic world into the industrial one, creating applications that are truly useful and impactful.

We are currently in a growth phase and are looking for a Senior Data Scientist to strengthen our Innovation team. We want someone with professional ambition, who enjoys tackling new challenges, and has the ability to lead innovation projects across different sectors, with a cross-disciplinary vision and a results-oriented mindset.

Working model:

On-site at our offices, with the option of a hybrid model (combining in-office and remote work depending on project needs).

Your role in the team:

• Lead Data Science projects from definition to delivery, ensuring both technical and business objectives are met.
• Understand client problems, translate them into viable technological solutions, and guide their successful development.
• Coordinate and support the technical team, fostering collaboration and excellence.
• Mentor junior Data Scientists, helping them grow and specialize.
• Collaborate in the proposal phase of new projects, participating in feasibility assessments and effort estimations.
• Explore new technologies and approaches, driving continuous innovation within the team.

Requirements:

• University degree in a technical field (Engineering or Basic Sciences).
• A PhD in a related field will be highly valued.
• Experience: PhD + at least 2 years in an industrial environment, or Master’s/Bachelor’s degree + at least 4 years of professional experience in Data Science or AI projects.
• Strong experience in Python, both in analytical development (data analysis, modeling) and in solution industrialization (pipelines, APIs, deployments, etc.).
• Proven experience leading Machine Learning, AI, or advanced analytics projects.
• Ability to combine solid technical expertise with business understanding.
• Strong communication skills with both technical and non-technical audiences.
• Curiosity, proactivity, and a constant desire to learn.
• Passion for innovation and willingness to step out of the comfort zone.
• Teamwork, coordination, and prioritization skills.

At Grupo AIA, we value technical excellence, scientific curiosity, and the practical application of knowledge. If you’re motivated by working in an environment where innovation is at the core, we’d love to meet you.

Grupo AIA specializes in advanced software development based on optimization, simulation, and Machine Learning techniques (classification, forecasting, etc.), utilizing both Big Data and standard databases, and applying basic science methodologies, including mathematics, physics and biology. Grupo AIA strives to transform information into useful knowledge to provide our customers with disruptive and cutting-edge solutions that have a significant impact on their business. In recent years, we have increased our activity in the biotech sector and aim to continue growing with the advent of molecular data.

Grupo AIA is currently looking for a computational biologist with experience in data science and machine learning, or a data scientist with a strong biological background, willing to develop a professional career in a company specialized in solving complex problems in the pharma/biotech industry through analytical technologies. We offer you the opportunity to work at the forefront of cutting-edge innovation projects for some of the most disruptive companies in the country. Our biotech projects deal with a variety of biological subjects, including predictions using omics data, molecular activity estimation, etc. You can see some of our projects on our website, http://aia.es.

What do we expect from you, and what are the deliverables involved?

You will work as a Data Scientist on biotech projects for the Innovation Unit at AIA. Your job will consist of:

• Interacting with final customers to ensure a full understanding of their real needs, business model, biological complexities of their technology, and technological environment.
• Understanding complex biological problems and designing analytical algorithms and workflows to create business solutions.
• Developing AI/ML models applied to biological data, often integrated with classic bioinformatics software.
• Ensuring that our software and deliverables meet the expected requirements and provide the sought solution.
• Identifying possible new projects or extensions of existing ones.

You will have the support and knowledge of the Innovation Team at AIA, which will accompany you throughout the implementation of these projects. In turn, we expect from you:

• Knowledge of existing databases and bioinformatics tools that can be relevant in our projects.
• Fast prototyping skills.
• Ability to identify gaps in existing algorithms/libraries and develop specific solutions to solve them.
• Results-driven, strong analytical skills, and a high level of understanding of the available bio-algorithms.
• Being proactive and having the ability to work either autonomously or as part of a team, depending on the needs of each project.

Being part of the Innovation unit at AIA will allow you to enjoy a stimulating environment with your colleagues to share, learn, and apply the latest technological advances in AI. It will also enable you to be in contact with experts from different sectors and learn from them the insights of their businesses.

Minimum Requirements:

• Sound knowledge of molecular biology and bioinformatics tools, including processing genomic data (BLAST, annotation & alignment tools, etc…).
• Experience in Data Science and machine learning (> 1 year), and familiarity with Python and/or R.
• Advanced level of English.

Desired experience/skills:

The following items are not essential but will be highly valued:

• The ability to compile/install complex bioinformatics packages.
• High motivation to tackle complex algorithmic and computational problems, constantly learning, and applying new technologies.
• Experience managing teams with specialized technical personnel in computational or analytical tasks.
• Communication skills to convey complex ideas.
• Passion for keeping up to date with the state of the art in AI/ML applied to biology.

Contact:

Guillermo Rodríguez – rodriguezg@aia.es

Grupo AIA develops advanced software based on optimization techniques, simulation, and Machine Learning (classification, prediction, etc.), both on Big Data and on standard databases. We apply methodologies rooted in the basic sciences, fundamentally Mathematics and Physics. The permanent objective of Grupo AIA is the transformation of information into useful knowledge, which provides our clients with rigorous decision-making support, based on data, at all operational and management levels of their company.

At Grupo AIA we are looking for a Full Stack Developer (Python)who wants to develop his/her professional career in a growing company dedicated to solving complex problems in the business world through the development of advanced technologies. We offer you to work on the front line in truly cutting-edge innovation projects, for some of the largest companies in the country. Our main sectors are banking, energy, retail, and biotech; we also participate in advanced R&D projects, such as quantum technologies. You can see some of our past projects on our website, http://aia.es .

What is expected of you and what will your deliverables be?

Initially you will work as Full Stack Developer in the context of solutions designed by our Business Consultants and Data Scientists, in which there is a strong Algorithmic component , complex data management, and frequently visualization techniques.

Your work will focus on both maintaining existing applications and developing new ones. Once you are familiar with our solutions, you will be asked to carry out the technical design based on the specifications or functional proposals provided by the Consultant or Data Scientist, and to implement them under their supervision. The programming languages used in the back- end are Python or Java, while in the front-end we use frameworks like VueJS or React.

You will be responsible for preparing and installing releases in the customer’s test and production environments. You will also participate in the project documentation (operation manual, user manual among others), and depending on your predisposition you will occasionally have a technical dialogue with the client.

The natural professional evolution in AIA (> 1 year), once you have gained a deeper understanding of our projects, is to progress towards greater responsibility and carry out small projects from start to finish (on your own at first, and leading others later on).

Minimum requirements

• Higher Education degree
• Experience of more than 3 years as a Full Stack Python Developer¡: Django REST Framework for the back- end and VueJS (or similar) for the front-end
• Experience in data management and analysis (relational data such as PostgreSQL or document-based ones such as ElasticSearch)
• Experience in creating and using Docker containers

Desirable skills/experience

• Experience or knowledge in IT architectures and systems; and in particular Cloud systems (Amazon, Microsoft, or Google)
• Experience or knowledge in Java (server – side) and Spring
• Knowledge in the DevOps field
• Knowledge in areas of Machine Learning and Big Data architectures

What we offer?

• Permanent contract
• Participation in leading innovation projects for some of the most important companies in the country
• Professional development at the pace of your potential
• Participation in all phases of the project within the framework of a Product; acquisition therefore of a transversal domain knowledge in a specialized framework
• Company with work methodologies implemented and certified by ISO 9001 and ISO 27001
• Great collaborative and enriching work environment and multicultural environment
• Flexible schedule. Possibility of taking advantage of our teleworking program, partial or total
• Training plans adapted to your needs and potential
• Private medical insurance
• Access to flexible compensation plans (parking; transport/restaurant/nursery tickets)
• Upon completing 2.5 years of seniority in the company, participation in the corporate Pension Plan (3% of gross salary)

Grupo AIA develops advanced software based on optimization techniques, simulation, and Machine Learning (classification, prediction, etc.), both on Big Data and on standard databases. For this, it applies methodologies based on basic sciences, fundamentally Mathematics and Physics. The permanent objective of Grupo AIA is the transformation of information into useful knowledge, which provides our clients with rigorous decision-making support, based on data, at all operational and management levels of their company.

At Grupo AIA we are looking for a Junior Cloud Engineer for solutions based on Data Science who wants to develop his professional career in a unique company, dedicated to solving complex problems. We offer you to work on the first line of truly cutting-edge innovation projects, for some of the largest companies in the country. You can see some of our past projects on our website, http://aia.es .

What is expected of you and what will your deliverables be?

You will work as an architect and developer in the industrialization of Cloud solutions, within the framework of the Data Science projects of AIA’s Innovation unit. Your work will consist of:

• Understand the needs of customers and their Cloud environment, to propose the most appropriate technology and architecture for each case.
• Provide support to Data Scientists in the definition of advanced technological architectures (Big Data, ML- Ops, etc.) that take into account the client’s production environment and ensure good performance, scalability, and easy inspection for maintenance and diagnosis of bugs and failures.
• Support the Data Scientists team in terms of industrialization, performance optimization, scalability estimates, etc., of the code they develop.
• Port and/or develop new code that implements the solution devised by the Data Scientists.
• In coordination with AIA’s IT department, when necessary, manage our own Cloud environments that imitate the client’s infrastructure, for development and testing.

Cloud environments could be any (AWS, Azure, GCP…) since our clients are very varied and have very different technology stacks. Software technologies are also very varied:

• Web development with Django, FastAPI, Streamlit, Dash, or R Shiny, as well as frontend frameworks like VueJS and Vuetify.
• Dashboarding applications such as Grafana, Kibana, Tableau, or PowerBI.
• Deployment and maintenance through virtualization and/or containers: Docker (mainly), LXC/LXD, Vagrant, VMware, etc.
• Task engines like Airflow or Celery.
• Distributed computing systems with PySpark in clusters such as Cloudera or DataBricks.
• ElasticSearch, InfluxDB) databases .

All this is for informational purposes, to show that in each project we usually tackle different technologies. You are not expected to know about all of them–far from it. What is expected of you is that you enjoy to always be learning new stuff to be up-to-date, and in this way be a person who can lead decisions regarding architecture and infrastructure in our projects.

Minimum requirements

• Bachelor’s degree in computer science
• 1 year experience and medium-level knowledge in a Cloud environment : AWS, GCP or Azure.
• Passion for understanding how IT works, from the foundation (hardware, networks, operating systems) to the bottom of the stack (what the final application code does).
• Solid knowledge of programming and IT systems. It is especially important to master Python, which is the language we use the most now.
• Intermediate level knowledge of TCP/IP and networks.
• Intermediate level knowledge in data management.
• Analysis and tuning capabilities, with a view to improving performance and scalability.
• Advanced English level.

Desirable experience/skills

The items on the following list are not essential, but they will give you an idea of what we will value additionally:

• Experience as a Developer / Analyst / Architect in production environments.

• Knowledge of IT systems in general (hardware, OS, virtualization, networks, etc.)
• Knowledge in Clustering and Distributed Computing.
• Personal projects on Github and/or other open- source contributions.

• Experience managing communications with clients: presentations, work sessions, follow-ups.
• Experience in supporting the implementation of solutions in customer environments.
• Master in IT Systems, ML- Ops, or Data Engineering .