Machine Learning Engineer

Careers Machine Learning Engineer Experienced Data Sweden You will be As a Machine Learning Engineer, you will work across the full ML lifecycle – from experimentation to deployment and continuous improvement. You will, among other things, work with: Developing machine learning models using Python, NumPy, Pandas, and scikit-learn Modeling structured data using tree-based algorithms Performing advanced feature engineering Applying statistics, hypothesis testing, and probability theory to validate results Working with optimization algorithms to improve model performance Testing, verifying, and ensuring the robustness of ML models Operationalizing machine learning solutions in production environments Building and maintaining ML pipelines, including model versioning and experiment tracking Implementing CI/CD for machine learning and automated retraining workflows Making models production-ready and accessible through APIs Working with Azure Machine Learning Studio Developing and implementing RAG (Retrieval-Augmented Generation) models Designing strategies for chunking and embeddings Working with vector databases Using Git for version control and collaboration Together with your colleagues, you will contribute to building scalable and maintainable ML solutions that fit business needs and create long‑term value. What we are looking for A Bachelor’s or Master’s degree in a relevant field At least 3 years of experience as a Machine Learning Engineer or in a similar role Strong programming skills in Python and experience with NumPy, Pandas, and scikit-learn Solid experience in modeling structured data, particularly with tree-based algorithms Strong knowledge of statistics, hypothesis testing, and probability theory Experience with ML operationalization, pipelines, CI/CD, and automated retraining Experience working with Azure Machine Learning Studio Knowledge of RAG models, embeddings, chunking strategies, and vector databases Experience with model versioning, experiment tracking, and API-based deployments Strong skills in testing and validating machine learning models Experience using Git Most importantly, you are humble, communicative, and pragmatic. You enjoy collaborating with others, explaining complex concepts in a clear way, and focusing on solutions that create real value. We offer you Personal Development We provide a tailor-made growth path including training, courses, certifications, and mentoring from experienced colleagues to support your continuous development. An Innovative Work Environment Join a collaborative team where knowledge sharing, curiosity, and respect are at the core of how we work. We believe diverse perspectives create better solutions and actively welcome applicants from all backgrounds. Immediate Impact and Responsibility From day one, you’ll be part of real projects – with the support of a team that helps you grow into the role. We entrust you with meaningful responsibilities that challenge you and help you grow. An Inspiring Work Culture We create a supportive and flexible environment where you are encouraged to be yourself and perform at your best, and where humility, collaboration, and knowledge sharing are highly valued. A workplace in Kungsportsavenyen 21, 411 36 Gothenburg or in Kungsgatan 10, 111 43 Stockholm. Application Does this sound interesting to you? Then, please apply below. If you would like to know more or have any questions, contact Elin Lindberg or Amna Mohamed // [email protected] or [email protected] We will be reviewing applications and conducting interviews on an on-going basis, so please send us your application as soon as possible. CAREERS WITH VALCON Ready to apply? Case Studies Success stories Prev Next Keeping critical Mendix applications secure, stable and business-ready : Keeping critical Mendix applications secure, stable and business-ready Using a cloud platform to accelerate AI and data product delivery in construction : Using a cloud platform to accelerate AI and data product delivery in construction Faster project delivery and stronger forecasting for a leading energy infrastructure provider : Faster project delivery and stronger forecasting for a leading energy infrastructure provider Improving delivery control for major railway renewal projects : Improving delivery control for major railway renewal projects Creating programme visibility during a large-scale banking separation : Creating programme visibility during a large-scale banking separation Building a product-centric data, analytics and AI operating model in the defence industry : Building a product-centric data, analytics and AI operating model in the defence industry Get in touch Leave us a message and we will get back to you. 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