Sr. Machine Learning Engineer

Job Description

Typeform is seeking a Senior Machine Learning Engineer to join their Data & Insights team. This role focuses on designing, developing, and deploying scalable machine learning systems that enable Typeform to deliver personalized experiences. The ideal candidate will work with cross-functional teams to implement ML models, build pipelines, and contribute to the innovation of AI-powered products, including leveraging LLMs and generative AI.

Responsibilities include:

• Building and deploying scalable ML solutions using Docker Containers, Kubernetes, MLflow, Kafka, and AWS Services.
• Leveraging vector databases and streaming systems to handle large-scale data processing for ML and AI pipelines.
• Standardizing workflows using MLflow for experiment tracking, model registry, and deployment.
• Automating and orchestrating complex ML workflows using tools like Airflow.
• Optimizing infrastructure by designing efficient ML pipelines and leveraging cloud services like AWS.
• Developing cutting-edge generative AI capabilities and evaluating generative AI applications.
• Collaborate across teams to align ML initiatives with business objectives.

Requirements:

• 4+ years of hands-on experience in building and deploying ML models in production environments.
• Strong proficiency in Python and ML Frameworks such as PyTorch, LangChain, Agents.
• Experience with AWS Cloud, Kubernetes, ArgoCD, Docker, Terraform, Jenkins and strong understanding of CI/CD pipelines for ML.
• Experience with monitoring ML models using Datadog and/or OpenSearch.
• Experience with building ML services using Python web frameworks such as FastAPI or stream processing libraries like Faust.
• Hands-on expertise with Kafka and vector databases.
• Experience managing ML lifecycle workflows with MLflow.
• Deep understanding of LLMs and generative AI, with experience applying them to solve business problems.
• Ability to collaborate with cross-functional teams and communicate technical concepts to non-technical stakeholders.
• Familiarity with Enterprise RAG Systems, including chunking, reranking techniques, etc.

Typeform Offers:

• Opportunity to work on cutting-edge machine learning capabilities.
• Collaboration with cross-functional teams.
• A Refreshingly different form builder