Machine Learning Engineer
2 weeks ago
3.3 Roles and Responsibilities
- Design and develop AI/ML models, algorithms, and applications to solve specific problems
- Enhance LLM with retrieval-augmented generation, fine-tuning, and external databases
- Collaborate with existing team members to preprocess and analyze large datasets
- Work with subject matter experts to build out training/testing datasets
- Implement machine learning and deep learning algorithms and frameworks
- Stay up-to-date with the latest AI/ML technologies
- Document code, algorithms, and processes for future references
- Integrate AI/ML models into production systems
- Proficiency in programming languages such as Python and/or C#
- Strong understanding of machine learning algorithms and frameworks
- Experience in AI/ML libraries and frameworks like TensorFlow or PyTorch
- An understanding of large language models
- United States citizenship
- 8+ years of experience with at least 4 years of ML-related experience
- Knowledge of data preprocessing, feature engineering, and model evaluation techniques
- Familiarity with Cloud environments (e.g. AWS, Azure) and offerings
- Strong analytical and problem-solving abilities
- Excellent communication and teamwork skills
- Bachelor's or Master's degree in Computer Science, AI/ML, or a related field
- Familiarity with network and server device configurations
- Familiarity with Linux environments
- Remote-first environment (if that's your thing)
- Dedicated collaborative office space in NoVA (if that's your thing)
- We respect work/life balance
- Occasional on-site team summits
- Competitive salary and annual reviews
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