Senior AI/ML Engineer
TransPerfect Connect · Lake County, IN · 4 mo ago
EngineeringFull-time
Responsibilities
- Develop and fine-tune machine learning algorithms.
- Conduct experiments, evaluate model performance, and suggest improvements.
- Lead and collaborate with engineers to implement production-ready AI solutions.
- Document processes and results for scalability.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Data Science, Artificial Intelligence, or related field.
- 5-7 years of experience in developing and deploying machine learning models.
- At least 3 years of experience leading a team.
- Proficiency in Python and popular ML frameworks such as TensorFlow, PyTorch, and scikit-learn.
- Strong understanding of data preprocessing, model evaluation, and hyperparameter tuning.
- Experience with SQL, Pandas, NumPy, and working with structured and unstructured data.
- Familiarity with MLOps tools (Docker, Kubernetes, MLflow, Airflow) is a plus.
- Experience with cloud platforms (AWS, Azure, or GCP) preferred.
Tech Stack
- Programming & ML Frameworks: Python, TensorFlow, PyTorch, scikit-learn, XGBoost / LightGBM
- Data & Analytics: NumPy, Pandas, SQL, Jupyter Notebooks
- Data preprocessing & feature engineering tools: Docker, Kubernetes, MLflow, Airflow
- Cloud / Infrastructure: AWS (S3, SageMaker, Lambda, ECS), Azure (ML Studio, Blob Storage), GCP (AI Platform, BigQuery)
- Version Control & CI/CD: Git, GitHub, GitLab, Jenkins, GitHub Actions, GitLab CI
- Development & Experimentation Tools: TensorBoard, Weights & Biases (W&B), Neptune.ai, ONNX
Other Useful Skills
- Experience with edge AI model optimization (TensorRT, CoreML, TFLite)