Demo

Gen AI developer

Roha Technologies LLC
AZ Full Time
POSTED ON 1/15/2025
AVAILABLE BEFORE 4/11/2025

Role : Gen AI developer

Exp : 8 years

Location : Phoenix, AZ (Hybrid- 3 days in a week from office)

Description :

The Engineer will be working in the Enterprise Architecture (EA) group supporting the Principal Architect to make progress on the Architecture as Design (AaD) framework maturity through solutions / applications development. The AaD framework includes an Architecture / Design documentation methodology (EA Design Playbook) that all critical Initiative / Platform programs must adopt. This role will be responsible to develop UI / UX solutions / applications that will help enforce the EA Design Playbook template structures as well as offer improved usability for the Users / Authors. In addition, API / back-end services will be developed (leveraging AI / ML) to evaluate / grade EA Design Playbook contents, as a way to measure and report on the quality metrics.

Responsibilities

  • Owns all technical aspects of software development for assigned applications
  • Participates in the design and development of systems and application programs
  • Functions as senior member of an agile team and helps drive consistent development practices tools, common components, documentation
  • Identifies opportunities to adopt innovative technologies
  • Works closely with product owners on blueprints and planning of feature sets that impact multiple platforms and products - Works with product owners to prioritize features for ongoing sprints and managing a list of technical requirements based on industry trends, new technologies, known defects, issues
  • Performs various duties related to Quality Assurance, unit testing, integration testing, regression testing
  • Develops test models (e.g. testing conditions, test data requirements, expected results, test scripts, etc)

Requirements

  • Bachelor's or master's degree in computer science, Computer Engineering, or a related technical discipline
  • 8 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
  • 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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