Splore is an AI company, building in stealth mode, to solve a new set of problems in the new internet. Focused on Gaming, Web3 and Virtual Worlds, we are re-imagining experiences, content and engagement from the fundamentals as we recognize that user behaviors and needs often go beyond the confines of indexed Web2.0 experiences.
We are currently building experiences to help gamers find gaming-related content, increase player-to-player discovery and more accurately assess in-game assets.
We believe there is a huge opportunity to reimagine content discovery and interaction as a new evolution of internet is born.
Splore is founded by Temasek and Menyala.
We are seeking a skilled Lead/Senior Software Engineer - AI & NLP to join our team. The successful candidate will be responsible for building and operationalising a variety of NLP models including summarisation, question-answering, semantic search, named entity recognition, knowledge discovery, document understanding, and text classification. These models would be directly used in Splore’s main task of providing a novel community-driven search tool on a combination of traditional and user-generated content in specialized domains.
In this role, you’ll need to:
- Analyze large sets of data from various sources, including websites, wikis, conversation platforms, social media platforms, and databases
- Build NLP models to extract knowledge from these sources
- Help set up semantic search and question answering on these sources
- Develop response blending and summarisation models to provide an overview of search results from these sources
- Deploy learning-to-rank and RLHF models to improve the accuracy of results shown to users
- Be involved in operationalizing these models in highly demanding production environments
- Conduct regular tests of the models to ensure they meet desired metrics on both benchmark and usage datasets
You Should Apply If You Possess:
- Bachelor's degree in Computer Science, Mathematics, Statistics, or a related field.
- Minimum 5 years of related job experience
- Experience in deep learning frameworks (Tensorflow or PyTorch)
- Experience with NLP models, frameworks, and libraries (Hugging Face, Haystack, etc)
- Experience with fine-tuning LLMs as well as prompt engineering on GPT models
- Experience with Python
- Experience with document databases like Elastic Search or Vespa is a plus
- Proficiency in SQL and Excel is a plus
- Strong problem-solving and analytical skills
Good to have:
- The ideal candidate is curious, consultative, well-organized, articulate, and excited about working in a fast-paced environment
- Ownership mindset: Reliable, takes pride in the quality of their work
- Hunger: A desire to explore and raise the bar in building search experiences and eagerness to embrace the new and unknown
- Communicator: Skills to communicate with stakeholders on engineering, product, business and client teams
