Machine Learning Engineer
SweedFull Time
Mid-level (3 to 4 years)
Candidates should have 3-5+ years of experience in data science, ML, or applied statistics within a B2B SaaS environment, with experience collaborating with Product, Engineering, or Marketing teams to ship user-facing AI features or data products. Strong programming skills in Python and experience with ML libraries like scikit-learn, XGBoost, PyTorch, or TensorFlow are required, along with demonstrated ability to design, train, and validate models using structured and unstructured data, and strong analytical skills with experience in large datasets using SQL, Pandas, and other data tools. Experience with LLMs, embeddings, vector search tools, agentic AI workflows, prompt engineering, RAG pipelines, building evaluation pipelines for ML/AI models, and familiarity with tools like Jupyter, Looker, GitHub, or cloud platforms (AWS, GCP) are considered a plus.
The Data Scientist will analyze data, build models, and prototype innovative AI features, partnering closely with Product, R&D, and GTM teams to scope problems, explore data, and deliver ML-powered solutions. This includes designing and implementing AI-powered product features with Engineering, evaluating LLM and generative AI features using quantitative and qualitative techniques, and developing benchmarks and evaluation pipelines. The role involves staying updated on ML, deep learning, NLP, and agentic workflows, contributing to knowledge sharing, collaborating with stakeholders to frame analytical problems and define success metrics, translating business challenges into data science projects, conducting exploratory data analysis, and working with data engineering teams to source and validate data for model development.
Creates user-friendly online forms and surveys
Typeform creates online forms and surveys that are easy to use and engaging. Their products include form builders, survey makers, quiz creators, and the VideoAsk tool for interactive video conversations. These tools help businesses collect and analyze data effectively, leading to better response rates and more meaningful insights. Typeform serves a wide range of industries, including automotive, healthcare, education, and marketing, catering to various roles like marketing and human resources. Unlike many competitors, Typeform focuses on user engagement and simplicity in design. Their goal is to help clients maximize data collection and analysis through a subscription-based model, offering different pricing tiers to accommodate businesses of all sizes.