Tech Stack
AirflowAndroidDockerJavaJavaScriptKubernetesPandasPythonPyTorchRealmRustScikit-LearnTensorflow
About the role
- Responsible for taking AI/ML models to MVP status
- Hands-on role involving research, development, deployment, and collaboration
- Work closely with R&D team to tackle real-world challenges and deliver value in a resource-conscious environment
- Design, develop, and deploy AI/ML models from prototype to production
- Collaborate with cross-functional teams to define priorities and deliver value quickly
- Build and maintain ML pipelines, APIs, and user-facing components
- Implement best practices in DevOps and containerized deployments
- Stay updated on latest trends in AI/ML and contribute to innovative solutions
- VIPAS AB is an IT consulting company focusing on Java, Python, DevOps, cloud services, embedded systems, project management and software development
Requirements
- Thrives in a collaborative and fast-moving team
- Understands priorities and proposes smart, value-driven solutions
- Proven track record of delivering working AI/ML solutions in large projects
- Confident in presenting and communicating results to stakeholders
- Strong programming skills: Python (including packaging); Rust and JavaScript/front-end solutions a plus
- Kubernetes, Docker, Containerization, REST API
- Workflow & orchestration: MLFlow, Airflow, Windmill
- Data & ML platforms: Hopsworks, Palantir Foundry
- ML frameworks: PyTorch, TensorFlow, pandas, scikit-learn
- Experience with ML architectures: GMM, HMM, LSTM, Transformers, CNN, RNN
- Experience working in DevOps environments