Engineer II Premium

- 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