Job Description:
Building standalone applications that interact with LLM models
Building RAG-based applications
Understanding of Vector DBs like Solr for LLM based applications
Integrate models with existing systems and APIs.
Implement production quality ETL jobs
Preprocess and manage data for training and deployment.
Collaborate with cross-functional teams to define, design, and ship new features.
Write clean, maintainable, and efficient code.
Document development processes, code, and APIs.
REQUIREMENTS
Proven experience in building customer facing ML based APIs
Experience in developing applications that are scalable to handle TBs of data
Strong knowledge of API integration (RESTful, GraphQL).
Experience with data preprocessing, SQL, and NoSQL databases as well as vector stores (e.g., Postgres, MySQL, Solr, Elasticsearch/OpenSearch, etc.)
Familiarity with deployment tools (Docker, Kubernetes).
Experience with DevOps tools like Jenkins, Terraform, Cloud Formation templates is highly preferred.
Excellent problem-solving and communication skills.
Experience with Spark/Hadoop, EMR or any other Big Data technology would be a plus
Ability to work collaboratively in an agile team environment
We are an equal opportunity employer. All aspects of employment including the decision to hire, promote, discipline, or discharge, will be based on merit, competence, performance, and business needs. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical condition, pregnancy, genetic information, gender, sexual orientation, gender identity or expression, national origin, citizenship/ immigration status, veteran status, or any other status protected under federal, state, or local law.