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Sr. Java Developer
2 months ago
Role
We are actively seeking talented developers proficient Java Engineer. The engineer will be working together on the definition, design, and delivery of new features with cross-functional teams. The company is developing the next generation of dialog agents, which will have a wide range of uses in areas including education, entertainment, and general question-answering. This is an exciting opportunity for candidates who are keen to learn in a fast-paced setting.
Required Skills:
Minimum 5 Years of experience with Java is needed
Write readable, reusable, and maintainable code
Participate in code reviews to ensure that the standards for code quality are met
Demonstrate your proficiency with your language of choice, while covering all bases
Provide clear, clean, well-organized, correct, and clearly annotated/classifiable code in the responses
Bachelor’s/Master’s degree in Engineering, Computer Science (or equivalent experience)
At least 4 years of relevant experience as a web engineer
Demonstrable experience with developing web apps using modular development and scalable architectures as well as a strong focus on code readability and security/stability (i.e. testing)
Proficiency with Java's syntax and conventions
Nice to have some prior software Quality Assurance and Test Planning experience
Detail-oriented, attentive to details
Excellent spoken and written English communication skills
What does day-to-day life look like?
The project's goal is to create this high-quality training data, and you will have a critical role to play.
We generate this proprietary data for two types of approaches used for fine-tuning LLMs: Supervised Fine Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF). RLHF typically involves interacting with the LLM model, providing feedback on its output, and offering rewrites when necessary. In SFT, we generate numerous golden prompt-response pairs, devoid of model interaction.
For example, for SFT data generation, you might have to put together or be provided a prompt which contains provided code and questions, you will then provide the model responses, and write corresponding Java code to solve the questions.
For RLHF data generation, you might have to put together or be provided a prompt by the customer, ask the model questions, and evaluate the outputs generated by two versions of the LLM model. You would compare these outputs and provide feedback, which is then used to fine-tune the models. Please note that this role does not require you to build LLMs or fine-tune them.