Data Scientist – Azure AI/ML Platform
Molex · Austin
Job description
About the role
The Data Scientist will own the data backbone of our Azure‑based AI/ML engineering platform, turning historical design and simulation results into clean, structured datasets and ensuring model trustworthiness before they influence engineering decisions.
Key responsibilities
- Build and maintain ETL pipelines using Azure Data Factory and Azure Databricks to structure engineering design parameters and simulation results for ML use.
- Conduct statistical and exploratory analysis to identify design parameters that most strongly drive performance outcomes.
- Validate model outputs against ground‑truth simulation data, flagging data‑quality issues that could bias downstream models.
- Track model and pipeline performance over time and create Power BI dashboards that give engineering teams visibility into data and model health.
- Apply Design of Experiments (DOE) principles to sample the design space efficiently.
Required profile
- Hands‑on experience building and validating AI/ML models, not just data preparation.
- 10+ years in a data‑science role, preferably with engineering, simulation, or scientific data.
- Strong Python (pandas, NumPy, scikit‑learn) and SQL skills.
- Comfortable with Azure data tools (Azure Data Factory, Azure Databricks, Azure Synapse) or equivalent cloud stacks.
- Solid grounding in statistics: hypothesis testing, regression, DOE, variance/sensitivity analysis.
- Experience with data‑visualisation/dashboard tools such as Power BI.
Required skills
- Python
- pandas
- NumPy
- scikit‑learn
- SQL
- Azure Data Factory
- Azure Databricks
- Azure Synapse
- Power BI
- hypothesis testing
- regression analysis
- design of experiments
- variance analysis
What we offer
- Competitive salary range of $160,000‑$200,000 per year.
- Variable pay in the form of bonuses or other incentives.
- Opportunity to work on cutting‑edge Azure AI/ML engineering tools alongside ML, LLM, and MLOps engineers.
- Collaborative environment within a long‑standing electronics solutions company.
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Published 4 days ago
Expires 1 month from now
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Molex
Austin