
Data Engineer - AI Focus - Solita Oy - Helsinki, Finland
Data Engineer
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Job Description
We are looking for a data engineer with focus on AI to join our team. In Solita's AI, Analytics & Agents community, we support our customers throughout their data and AI journey, from building robust data foundations to enabling AI adoption across the organization. We believe that impactful data and AI solutions are created through multidisciplinary collaboration, combining solid data engineering practices, modern cloud technologies, and scalable architectures. With the growing importance of AI and machine learning, our data platforms increasingly support GenAI applications and LLM-based solutions. We take a holistic approach to our customers' challenges and help them build sustainable, production-ready data solutions that enable analytics, insights, and AI capabilities. Your role in a nutshell As a Data Engineer with an AI/ML focus, you will design and build scalable data platforms and pipelines that power both analytics and AI solutions. Your work will include developing robust data architectures, implementing data pipelines, and creating the infrastructure needed for machine learning and AI applications to run in production. You will be involved in all phases of projects: from understanding data requirements and architecture design to production deployment and continuous improvement. In practice, your work will include: Designing and implementing scalable, production-grade data pipelines (batch and streaming) on cloud platforms (Azure, AWS, GCP) Building and maintaining modern cloud data platforms using technologies such as Databricks, Snowflake, Azure Synapse, or AWS data services Developing data infrastructure that supports both analytics and AI/ML workloads, including feature stores and ML data pipelines Implementing data modeling approaches (e.g., Data Vault 2.0, dimensional modeling, or schema-on-read patterns) Designing and implementing MLOps and CI/CD pipelines for data and ML workflows Ensuring data quality, governance, security, and performance optimization across the data platform Consulting and providing technical guidance to customers on data architecture and platform strategy Working as part of a team of experienced data engineers, AI/ML specialists, architects, and data scientists Solutions are built collaboratively, but in this role you will have the opportunity to take ownership and influence data architecture and solution design from the very beginning. What helps you succeed in this role Core data engineering experience: Several years of hands-on experience designing and building production-grade data pipelines and cloud data platforms Cloud expertise: Strong experience with cloud services (Azure / AWS / GCP) and building data infrastructure using IaC tools (Terraform, Bicep, CloudFormation) Data technologies: Hands-on experience with modern data platforms and tools such as Databricks, Snowflake, Spark, Delta Lake, or cloud-native data services Programming skills: Proficiency in Python and SQL; experience with Scala, Java, or C# is beneficial ML/AI infrastructure: Experience building data infrastructure for AI/ML workloads, including ML pipelines, feature engineering, and model deployment infrastructure MLOps & DevOps: Familiarity with MLOps practices, CI/CD processes, and DevOps ways of working (Docker, Kubernetes, Git, etc.) AI/ML awareness: Understanding of how GenAI, LLM technologies, and ML models consume and interact with data (experience with Azure OpenAI, Databricks AI, LangChain, or similar is a plus) Data modeling & architecture: Experience with data modeling techniques and understanding of data architecture principles Consultative approach: Ability to listen, discuss, and translate business requirements into robust data solutions Languages: Fluent in French or Dutch, and English What we offer Challenging, meaningful and impactful projects with a wide variety of clients A diverse community of 400+ data and integration professionals who love to learn, challenge and support each other. You won't be left alone. A relaxed, caring and trust-based culture where you can be yourself. A workplace with both freedom and responsibility. That's what our employees see as one of the biggest benefits at Solita. Mentoring, coaching, and cross-unit learning opportunities to grow your expertise through Solita's multidisciplinary collaboration, long-term client work, or domain specialization (e.g., Retail, Industrial, Health). Read more about our projects and insights from our professionals: Solita launches AI agent orchestrator for enterprise software development: Solita RoadCrewAO™ Solitans shaping AI – Rethinking the intersection of design and tech Our offer At Solita, we believe in rewarding our talent. You'll enjoy a highly competitive salary complemented by a comprehensive benefits package designed to support your well-being and professional life. Your Benefits include: Flexible Mobility: Choose between a company car or a flexible mobility budget to suit your lifestyle. Daily Perks: Benefit from meal vouchers and a representation allowance. Comprehensive Health & Security: We provide robust group insurance and hospitalization insurance (Alan), offering peace of mind with access to online medical consultations whenever you need them. Well-being Support: Our dedicated Auntie well-being platform is there for you, offering support during challenging times. Modern Work Tools: Get set up for success with your choice of a Mac or Lenovo laptop and a mobile phone budget. Time Off: Enjoy 20 official holidays plus an additional 12 days (40 hours week), giving you well-deserved time to recharge. Flexible Work: We embrace modern work styles, offering homeworking possibilities in alignment with customer needs, allowing you to achieve a great work-life balance. Shall we talk more? Send us your CV or a link to your LinkedIn profile, and we will be in touch soon. We are looking forward to getting to know you. We're eager to understand your passions, what truly drives you, and how Solita can support your aspirations both professionally and personally. We believe that when you thrive, we all thrive.
Company Information
| Location | Active listings |
|---|---|
| Helsinki, Finland | 75 |
| Finland | 34 |
| Tampere, Finland | 32 |
| Turku, Finland | 21 |
| Oulu, Finland | 19 |
| Remote - Finland | 14 |
| Lahti, Finland | 12 |
| Jyväskylä, Finland | 9 |
| Kuopio, Finland | 7 |
| Joensuu, Finland | 6 |
| Pori, Finland | 6 |
| Vantaa, Finland | 3 |
| Turku | 1 |
| Vaasa, Finland | 1 |
| Helsinki | 1 |
| Oulu | 1 |
| Lahden seutu, Finland | 1 |
| Tampere | 1 |
| Vaasa | 1 |
| Pori | 1 |
| Jyväskylä | 1 |
| Kuopio | 1 |
| Lahti | 1 |
| Denmark, Finland, Poland, Sweden | 1 |
| Remote - Global | 1 |
| Joensuu | 1 |
| Role type | Active listings |
|---|---|
| Software Engineer | 16 |
| Data Engineer | 10 |
| Project Manager | 8 |
| Human Resources Specialist | 7 |
| Cloud Architect | 6 |
| Data Analyst | 5 |
| Open application | 4 |
| Cloud Engineer | 4 |
| Software Architect | 4 |
| Data Architect | 4 |
| Sales Manager | 4 |
| Data Scientist | 3 |
| Senior Consultant | 2 |
| Data Management Specialist | 2 |
| Integration Specialist | 2 |
| Designer | 2 |
| Software Developer | 2 |
| Integration Consultant | 1 |
| Node.js Developer | 1 |
| Azure Cloud Engineer | 1 |
| Sales Lead | 1 |
| Security Specialist | 1 |
| Google Workspace Engineer | 1 |
| Analytics Consultant | 1 |
| Technology | 1 |
| Data and Analytics Project Manager | 1 |
| Head of Department Data & AI | 1 |
| AI Tech Lead | 1 |
| Senior .NET Developer | 1 |
| AI Software Developer | 1 |
| Google Cloud Engineer | 1 |
| Cloud Specialist | 1 |
| Sales Director | 1 |
| Quality Assurance Engineer | 1 |
| Public Business Account Director | 1 |
| Enterprise Architect | 1 |
| Security Expert | 1 |
| Service Manager | 1 |
| QA Manager | 1 |
| Full-stack Developer or Architect | 1 |
| Full-stack Developer | 1 |
| IAM Architect | 1 |
| Technical Security Specialist | 1 |
| Web Services Software Architect | 1 |
| Clojure Developer | 1 |
| Data Bootcamp | 1 |
| Accounting Manager | 1 |
| Unsolicited Applications Denmark | 1 |
| Integration Architect | 1 |
| Intern | 1 |
| Architect | 1 |
| AI Full-Stack Developer | 1 |
| Consultant | 1 |
| Design & Strategy | 1 |
| Databricks Specialist | 1 |
| Role level | Active listings |
|---|---|
| Mid-Level | 40 |
| Senior | 14 |
| Manager | 13 |
| Mid-level | 3 |
| Junior | 1 |
| Intern | 1 |
Solita Oy appears in 252 indexed job postings in JobCrawls' Finland dataset since April 2024. In that historical index, the strongest location signals for this employer are Helsinki, Finland, Finland, and Tampere, Finland.
Financial Overview (2024)
Solita Oy was profitable in 2024 with revenue of €146.0M and a profit margin of 0.1%.
Data shown is based on historical job postings from our database.
Job Details
Requirements
- Several years of hands-on experience designing and building production-grade data pipelines and cloud data platforms
- Strong experience with cloud services (Azure / AWS / GCP) and building data infrastructure using IaC tools (Terraform, Bicep, CloudFormation)
- Hands-on experience with modern data platforms and tools such as Databricks, Snowflake, Spark, Delta Lake, or cloud-native data services
- Proficiency in Python and SQL; experience with Scala, Java, or C# is beneficial
- Experience building data infrastructure for AI/ML workloads, including ML pipelines, feature engineering, and model deployment infrastructure
- Familiarity with MLOps practices, CI/CD processes, and DevOps ways of working (Docker, Kubernetes, Git, etc.)
- Understanding of how GenAI, LLM technologies, and ML models consume and interact with data (experience with Azure OpenAI, Databricks AI, LangChain, or similar is a plus)
- Experience with data modeling techniques and understanding of data architecture principles
- Ability to listen, discuss, and translate business requirements into robust data solutions
- Fluent in French or Dutch, and English
