Data Scientist

ware developers, rely on Sonatype to optimize their software supply chains.

We're looking for a Senior Data Scientist to join our growing AI & Data Science team.

You'll operate as an internal AI consultant and technical lead, helping multiple teams across Sonatype apply machine learning and generative AI to real-world problems.

You'll explore complex datasets, design experiments, build models, and collaborate closely with product, engineering, and security experts to turn research ideas into practical, scalable solutions.

This role is ideal for someone who thrives on autonomy, loves translating ambiguous ideas into working systems, and enjoys working across boundaries rather than in a single product lane.

What you'll do:

• Lead applied AI projects from concept to impact - prototype, validate, and help teams deploy practical ML and GenAI solutions.

• Collaborate cross-functionally: Partner with product, engineering, and research teams to scope problems, identify opportunities, and co-develop solutions.

• Act as an internal consultant: Advise teams on ML/AI best practices, model evaluation, and productive use of generative technologies.

• Design robust experiments and establish evaluation pipelines for model reliability, accuracy, and business impact.

• Bridge research and production: Package research insights into usable APIs, tools, or workflows for other teams.

• Explore new techniques (e.g., LLMs, embeddings models, retrieval-augmented generation, agentic workflows) to enhance developer and security experiences.

• Share knowledge and mentor peers, helping elevate the organization's AI literacy and capabilities.

What you bring:

• 3+ years of experience in applied data science, machine learning, or AI research

• Strong Python skills and hands-on experience with ML/AI libraries and platforms such as Databricks, OpenAI API, and Scikit-learn

• Comfortable working with large, messy, or unstructured datasets - you know how to turn chaos into features, insights, and beautiful visualizations

• Deep familiarity with LLMs and GenAI ecosystems (e.g. OpenAI, Claude, Hugging Face): skilled in prompt engineering, parameter tuning, and evaluating model behavior against ground truth

• Experience taking ML or GenAI systems from prototype to production, even if small-scale or incremental

• Strong analytical thinking, experimentation skills, and appreciation for trustworthy, data-driven evaluation

• Proficiency with Git and collaborative code workflows (GitHub or similar)

• A balanced mindset - equally comfortable exploring research ideas and implementing production-ready systems

• Proactive and self-directed: you don't wait for perfect specs; you find meaningful problems and drive them to completion

It's great if you also bring:

• Experience with AI-assisted coding tools (Copilot, Claude Code, Codex, etc.)

• Familiarity with agentic workflows, Model Context Protocol (MCP), and tool-use integrations

• Exposure to cybersecurity, anomaly detection, or code analysis

• Understanding of MLOps practices (MLflow, AWS SageMaker, model serving, or monitoring)

At Sonatype, we value diversity and inclusivity. We offer perks such as parental leave, diversity and inclusion working groups, and flexible working practices to allow our employees to show up as their whole selves. We are an equal-opportunity employer, and we do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. If you have a disability or special need that requires accommodation, please do not hesitate to let us know.