BITS, Inc. is a growing software development company in the Washington DC area, and they are seeking an AI/ML Engineer for one of their federal projects. The role involves designing, developing, and deploying machine learning models and AI-driven applications, while collaborating with various teams to implement effective AI solutions.
Responsibilities:
- Design, develop, and deploy machine learning and deep learning models
- Build and maintain data pipelines and ML workflows for model training and inference
- Collaborate with data scientists, engineers, and product teams to implement AI solutions
- Perform data preprocessing, feature engineering, and model optimization
- Deploy and monitor models in production environments
- Implement MLOps practices for model lifecycle management
- Evaluate model performance and continuously improve accuracy and efficiency
- Document solutions and follow best practices in AI/ML development
Requirements:
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, or related field
- Minimum 6 years of experience in AI, machine learning, or data science roles
- Strong programming skills in Python
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn
- Experience with data manipulation tools like Pandas, NumPy, and SQL
- Knowledge of machine learning algorithms, deep learning, NLP, or computer vision
- Experience with cloud platforms such as AWS, Azure, or GCP
- Experience with MLOps tools (MLflow, Kubeflow, Docker, Kubernetes)
- Familiarity with big data technologies like Spark or Hadoop
- Knowledge of Generative AI, LLMs, or transformer models
- Experience working in Agile development environments