AI Model Optimizer
AI Model Optimizer
Posted on :
29-10-2024
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Job Description
Job Title: AI Model Optimizer(US Citizen Only)
Location: Remote
We are currently seeking candidates who meet the following qualifications
Responsibilities:
- Analyze existing machine learning models to assess their performance and identify areas for improvement.
- Implement advanced optimization techniques such as hyperparameter tuning model pruning and quantization to enhance model efficiency and accuracy.
- Develop and refine data preprocessing pipelines to ensure highquality inputs for training and evaluation.
- Design and execute experiments to test new algorithms features and optimization strategies documenting findings and best practices.
- Work closely with data scientists and software engineers to integrate optimized models into production systems.
- Establish metrics and monitoring systems to track model performance over time ensuring sustained improvements.
- Stay current with the latest advancements in AI and machine learning applying relevant findings to optimize our models.
- Maintain thorough documentation of model optimization processes methodologies and results for knowledge sharing and future reference.
- Provide guidance and support to junior team members on model optimization techniques and best practices.
Qualifications:
- Bachelors or Masters degree in Computer Science Data Science Mathematics or a related field; Ph.D. is a plus.
- Proven experience in machine learning model development and optimization.
- Proficiency in programming languages such as Python R or Julia with experience in ML libraries (e.g. TensorFlow PyTorch Scikitlearn).
- Strong understanding of machine learning algorithms statistics and data analysis techniques.
- Experience with cloud platforms and tools for model deployment and optimization (e.g. AWS Azure Google Cloud).
- Experience in model evaluation metrics and techniques for assessing model performance.
- Excellent analytical and problemsolving skills with a passion for continuous learning and improvement.
- Strong communication skills with the ability to convey complex technical concepts to nontechnical stakeholders.
- Experience in working in agile development environments is a plus.
- Federal Experience is a plus.
- Required Security clearance.
If you meet these qualifications please submit your application via link provided in Linkedin.
Kindly do not call the general line to submit your application.
Employment Type
Full Time
Key Skills
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