Principal Machine Learning Engineer
Philadelphia, Pennsylvania, United States
USD 139K-300K (estimate) Senior-level Full Time
Tasks
- Apply guardrails monitoring privacy and human in the loop for GenAI
- Build machine learning models for scoring and prediction
- Create model ready datasets and reusable features
- Define data pipelines feature pipelines and inference flows
- Deploy support and monitor machine learning models in production
- Design scoring thresholds and intervention logic
- Develop interpretable and transparent models
- Document model logic features assumptions and validation results
- Evaluate model accuracy calibration drift and fairness
- Implement batch scoring and real time inference workflows
- Integrate model outputs into operational workflows
- Perform exploratory data analysis and feature engineering
- Provide technical leadership and mentor engineers
- Set up model versioning monitoring retraining and feedback loops
- Support generative AI solutions with LLM workflows and RAG
- Train validate and improve machine learning models
- Translate business questions into measurable ML objectives and success metrics
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Azure | Batch Scoring | Calibration | Conversational agents | Data Analysis | Data Drift | Data Quality | Data drift monitoring | Data quality assessment | Databricks | Decision Trees | Document Intelligence | Drift monitoring | Exploratory Data Analysis | Feature Engineering | Generalized Linear Models | Generative AI | Human-in-the-loop | Interpretable models | LLM | Linear Models | Logistic Regression | MLflow | Machine Learning | Model Evaluation | Model Monitoring | Model Training | Model Validation | Model versioning | Predictive Modeling | Privacy controls | Python | Quality Assessment | RAG | Real Time | Real-time Inference | Reproducibility | Retraining | Retrieval-Augmented Generation | Risk scoring | SQL | Scikit-learn | Scoring | Snowflake | Spark | Summarization | Testing | The Loop | Thresholding | Version control | XGBoost
Education
N/A
Regions
Countries
States
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