The company is looking to solve Artificial Intelligence and Machine Learning related problems
Requirements
- 2 years of AI/ML development
- 2 years of data management experience
- 2 years experience using Python and associated libraries (Pandas, NumPy, TensorFlow, PyTorch)
- Solid grasp of data structures, algorithms, and relational database concepts.
- 1 year experience with cloud platforms (Azure/AWS/GCP) and container technologies (Docker/Kubernetes)
- SQL
- NoSQL
Responsibilities
- Gather, clean, and preprocess both structured and unstructured data for use in AI/ML workflows.
- Build, train, and validate machine learning models using tools such as AutoML, deep learning, and reinforcement learning frameworks.
- Support the design of AI/ML architectural solutions that comply with enterprise guidelines.
- Deploy models into production settings by leveraging APIs, microservices, or containerized approaches.
- Aid deployments on cloud services (AWS, Azure) and make use of MLOps methodologies.
- Manage large datasets utilizing SQL, NoSQL, and distributed data technologies.
- Employ feature engineering and model evaluation strategies.
Other
- 2 years of experience
- Excellent problem-solving abilities
- Excellent communication skills
- Collaborate with multidisciplinary teams, including data engineers, analysts, and business partners.
- Maintain records of workflows, models, and architecture choices to facilitate knowledge sharing.
