about 2 months ago
Bethesda, MD, USASenior / Mid Level
Base Salary
$123k - $159k/yr
Responsibilities
- Explore new machine learning opportunities and perform proof of concepts.
- Develop and implement machine learning models for cost and sourcing predictions.
- Lead evaluation of emerging technologies and develop new features.
- Collaborate with cross-functional teams to gather requirements and define solutions.
- Monitor machine learning models and troubleshoot performance issues.
- Contribute to documentation and knowledge base for AI usage.
Requirements
- Experience with state-of-the-art ML modeling techniques like transformers and generative modeling.
- Hands-on experience with large-scale data processing using frameworks like PyTorch or TensorFlow.
- Ability to bridge advanced ML approaches to real-world applications.
- Experience with containers, orchestration, and distributed systems.
- Self-driven attitude with problem ownership and solution delivery.
- Strong software fundamentals including design patterns and testing.
- Experience with SQL and/or NoSQL databases and data analysis.
- Experience building and consuming CI/CD pipelines.
- Familiarity with command line and *nix systems.
- 5+ years in engineering teams building large-scale ML-driven products.
- 3+ years leading cross-team engineering efforts.
- Strong project management execution skills.
- Must be a US Citizen or Green Card holder.
Benefits
- Competitive benefits package including 401(k) match.
- Medical, dental, and vision insurance.
- Life and disability insurance.
- Generous paid time off including vacation and sick leave.
- Maternity and bonding leave.
- Access to wellbeing resources.
Tech Stack
PyTorchSQLTensorFlow
Categories
AI & MLData Science