AI Summary
Develop end-to-end machine learning solutions for challenging prediction and modeling problems. Analyze datasets and define appropriate modeling approaches. Perform exploratory data analysis, feature engineering, and data preprocessing.
Key Highlights
Develop end-to-end machine learning solutions
Analyze datasets and define modeling approaches
Perform exploratory data analysis and feature engineering
Key Responsibilities
Develop end-to-end machine learning solutions for challenging prediction and modeling problems.
Analyze datasets and define appropriate modeling approaches, validation strategies, and evaluation metrics.
Perform exploratory data analysis, feature engineering, and data preprocessing.
Train, tune, and evaluate machine learning models across tabular, text, image, and time-series datasets.
Review and validate the technical quality of machine learning projects and deliverables.
Technical Skills Required
Benefits & Perks
$90/hour
Remote work
Nice to Have
PhD from a leading research university
Experience at leading technology companies, AI labs, research institutions, or high-growth startups
Job Description
About The Job
Mercor connects elite creative and technical talent with leading AI research labs. Headquartered in San Francisco, our investors include Benchmark, General Catalyst, Peter Thiel, Adam D'Angelo, Larry Summers, and Jack Dorsey.
Position: Machine Learning Engineer Expert
Type: Contract
Compensation: $90/hour
Location: Remote
Role Responsibilities
- Develop end-to-end machine learning solutions for challenging prediction and modeling problems.
- Analyze datasets and define appropriate modeling approaches, validation strategies, and evaluation metrics.
- Perform exploratory data analysis, feature engineering, and data preprocessing.
- Train, tune, and evaluate machine learning models across tabular, text, image, and time-series datasets.
- Review and validate the technical quality of machine learning projects and deliverables.
- Identify opportunities to improve model performance through systematic experimentation and iteration.
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- Master's degree or PhD in Computer Science, Machine Learning, Statistics, Mathematics, Electrical Engineering, or a related field from a top-tier university.
- 2+ years of professional experience in machine learning, applied AI, data science, or a closely related field.
- Strong proficiency in Python and modern machine learning frameworks (e.g., scikit-learn, XGBoost, LightGBM, PyTorch, TensorFlow).
- Demonstrated experience building end-to-end machine learning solutions, including data preparation, model development, validation, and evaluation.
- Strong understanding of model evaluation metrics, validation methodologies, and experimental design.
- Experience with one or more of the following areas: tabular machine learning, natural language processing, computer vision, recommendation systems, ranking systems, time-series forecasting.
- Ability to work independently on open-ended machine learning problems and deliver high-quality technical outputs.
- PhD from a leading research university.
- Experience at leading technology companies, AI labs, research institutions, or high-growth startups.
- Participation in competitive machine learning or data science competitions.
- Experience optimizing models against performance-based evaluation metrics.
- Familiarity with advanced techniques such as ensembling, hyperparameter optimization, transfer learning, foundation model fine-tuning, or reinforcement learning.
- Publications, patents, or significant open-source contributions in machine learning or AI.
- Experience reviewing, mentoring, or evaluating the work of other machine learning practitioners.
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- Upload resume
- AI interview based on your resume
- Submit form
- For details about the interview process and platform information, please check: https://talent.docs.mercor.com/welcome
- For any help or support, reach out to: [email protected]
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