Role overview
- Build and deploy end-to-end AI/ML solutions, from data pipelines and feature engineering to model training and inference
- Develop and maintain data pipelines for ingesting, transforming, and preparing data for analytics and machine learning
- Write clean, modular, and maintainable code to support scalable AI applications
- Integrate machine learning models into applications using APIs, services, and microservices
- Test, debug, and improve model performance to ensure reliability and accuracy in production
- Work with large datasets to uncover insights and improve model outcomes
- Use modern development practices including version control, CI/CD, and containerization to ship high-quality code
- Experiment with new AI tools, frameworks, and technologies to solve client problems more effectively
- Collaborate with cross-functional teams to prototype, iterate, and deliver solutions quickly
- Contribute to reusable code, tools, and best practices that improve team efficiency
- Partner with clients to understand problems, gather feedback, and deliver solutions that meet real business needs
Desired Skills & Experience:
- 3+ years of hands-on experience building software solutions, with exposure to AI, machine learning, or data-driven applications
- Proficiency in Python and experience writing production-quality code
- Experience with machine learning frameworks such as PyTorch, TensorFlow, or scikit-learn
- Familiarity with building and deploying applications in cloud environments (Azure, AWS, or GCP)
- Experience working with APIs and integrating external services, including AI/LLM APIs (e.g., OpenAI, Azure OpenAI, Gemini)
- Exposure to generative AI concepts such as prompt engineering or retrieval-augmented generation (RAG)
- Understanding of data pipelines and basic data engineering concepts (ETL/ELT)
- Familiarity with Git, CI/CD pipelines, and containerization tools like Docker (Kubernetes is a plus)
- Strong problem-solving skills and a willingness to learn and adapt in a fast-moving space
- Comfortable working in a collaborative, client-facing environment
Education:
- Bachelor’s degree in information technology, computer science or equivalent job-related experience required.
Tags & focus areas
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