Source description
About the role
- Bachelor's or Master's degree in Computer Science, Computer Engineering, or a related technical discipline
- 5+ years of software development experience
- Familiar with Agile or other rapid application development methods
- Ability to effectively interpret technical and business objectives and challenges, and articulate solutions
- Ability to think abstractly and deal with ambiguous/under-defined problems
- Solid experience in test-driven development, unit testing, functional testing, system integration testing, regression testing, GUI testing, web service testing, browser compatibility testing
- Must have proficiencies:
- Java, Spring Boot, Python, FastAPI
- ReactJS, Svelte
- PostgreSQL, NoSQL Db
- PyTorch, TensorFlow/Keras, LangChain, NLP (NLTK, spaCy), pandas, Matplotlib
- Vector databases (ChromaDB, FAISS, pgvector)
- Cloud Deployment (AWS/GCP/Azure)
- Docker
- Git
- AI/ML Skills:
- Retrieval-Augmented Generation (RAG)
- Prompt engineering and optimization
- Data Modeling
- Synthetic Data Generation
- Exploratory Data Analysis
- Data cleaning and preprocessing
- Tokenization and embedding models
- Model evaluation and benchmarking
- Unit testing for ML pipelines
- Data validation and drift detection
- LLM output evaluation and hallucination testing
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