AI Developer
PETADATA
Albany, NY
Full Time
Senior Level
10+ years
Visa Sponsorship
Posted 1 week ago
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Design, develop, train, and deploy machine learning and deep learning models for client solutions. Integrate AI models into applications, implement MLOps practices, and ensure responsible AI.
Responsibilities
- Design, develop, train, and deploy machine learning and deep learning models
- Select appropriate algorithms for supervised, unsupervised, and reinforcement learning
- Fine-tune models for accuracy, performance, and scalability
- Collect, clean, preprocess, and label structured and unstructured data
- Perform feature engineering and data transformation
- Train models using frameworks such as TensorFlow, PyTorch, Scikit-learn
- Integrate AI models into applications via APIs and microservices
- Deploy models using Docker, Kubernetes, or cloud AI services
- Implement CI/CD pipelines for ML workflows
- Monitor model performance, drift, and reliability in production
Requirements
- Proven experience as an AI Developer, ML Engineer, or similar role
- Strong programming skills in Python
- Hands-on experience with machine learning and deep learning frameworks (TensorFlow, PyTorch, Scikit-learn)
- Solid understanding of ML algorithms, statistics, and model evaluation techniques
- Experience with data preprocessing, feature engineering, and large datasets
- Knowledge of MLOps practices, model deployment, and monitoring
- Experience with Docker, Kubernetes, and CI/CD pipelines
- Familiarity with cloud platforms (AWS, Azure, GCP) and AI services
- Understanding of AI ethics, security, and compliance standards
Qualifications
- Bachelor’s or Master’s degree in Computer Science, AI, Data Science, Engineering, or a related field
- 10+ Years experience as an AI Developer, ML Engineer, or similar role
Nice to Have
- Experience with Java/Scala
Skills
Python
*
SQL
*
AWS
*
Azure
*
Google Cloud
*
Java
*
Kubernetes
*
Docker
*
TensorFlow
*
PyTorch
*
CI/CD
*
NoSQL
*
Vertex AI
*
Kubeflow
*
Pandas
*
NumPy
*
Spark
*
Scala
*
Azure ML
*
Airflow
*
Scikit-learn
*
MLflow
*
SageMaker
*
* Required skills
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