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Data Scientist (Materials Science & AI)
115 000 - 180 000$
Описание вакансии
Текст:
TL;DR
Data Scientist (Materials Science/AI): Developing AI agents and ML models to automate data analysis for materials characterization with an accent on multi-modal laboratory data and scientific reasoning. Focus on designing agent-based architectures, orchestrating multi-step analytical workflows, and extracting insights from spectral datasets.
Location: Sunnyvale, CA, USA
Salary: $115,000 - $180,000 per year
Company
is a global leader in engineering and materials testing services with nearly 50 years of experience.
What you will do
- Design and deploy AI agents to automate data ingestion, preprocessing, feature extraction, and report generation.
- Develop scalable data pipelines and agent-based systems to improve laboratory data processing efficiency.
- Apply ML and statistical methods to analyze microscopy, spectroscopy, and diffraction data.
- Implement agent-driven orchestration for autonomous or semi-autonomous scientific data analysis.
- Collaborate with scientists and engineers to translate experimental challenges into AI-augmented solutions.
- Build and validate predictive models for materials characterization and failure analysis.
Requirements
- MS or PhD in Materials Science, Data Science, Engineering, Physics, Chemistry, Applied Mathematics, or a related field.
- Proficiency in Python and scientific computing libraries (NumPy, Pandas, SciPy, scikit-learn).
- Experience developing AI agents, automation frameworks, or LLM-based systems (e.g., LangChain, RAG).
- Experience working with experimental, image, spectral, sensor, or time-series data.
- Strong foundation in statistics and applied machine learning.
- Must be located in or able to work from Sunnyvale, CA, USA.
Nice to have
- Experience with surface analysis or spectroscopy datasets (e.g., XPS, AES, SIMS).
- Familiarity with ML frameworks such as PyTorch or TensorFlow.
- Knowledge of signal processing, spectral deconvolution, or feature extraction for materials data.
- Experience applying deep learning or representation learning to scientific datasets.
Culture & Benefits
- 401k company matching and wellness program.
- Education assistance and fitness reimbursement.
- Volunteer time off and career development programs.
- Inclusive environment emphasizing diversity, authenticity, and mentorship.
- Focus on teamwork and continuous learning in a high-tech scientific setting.
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