LLM Engineer, Input Output
Blockchain infrastructure research & engineering
Job no longer available
Blockchain infrastructure research & engineering
201-500 employees
Job no longer available
201-500 employees
Company mission
To perturb the graphs to a more connected, transparent and fair configuration for both the flow of ideas and value.
Role
Who you are
- Expert in the English language (vocabulary, tenses, clarity, conciseness) for efficient LLM prompts engineering
- Good foundation in Machine Learning (ML), Natural Language Processing (NLP), and Deep Learning (DL)
- Solid knowledge of Python’s data stack with a focus on NLP: Spark, Spark-NLP, Regex, Pandas, Polars, Tensorflow, Pytorch, SpaCy, Huggingface
- Solid programming skills covering algorithms, data structures, and design patterns
- Solid software development practices covering version control, testing, and continuous integration
- Knowledge of the Blockchain domain and passionate about gaining further breadth and depth of the domain
- BSc/MSc in Computer Science or a related field, preferably with a focus on NLP, AI, or ML
- 5+ years of work experience in engineering ML or AI solutions
- Experience with cloud platforms, preferably Databricks and AWS
- Experience with LLM toolstack, for example : Openai API, Auto-GPT, Langchain, Llamaindex, Chromadb, or other vector databases
- Experience with AutoML frameworks
- Personal Github repository with proven experience in coding LLM/NLP/ML/AI projects
What the job involves
- You are part of the Technical Intelligence (TechInt) team
- The team’s main function is to recon the blockchain industry and feed the company with new trends and projects
- You will increase the capabilities of our automated system by exploiting large language models (LLMs)
- You integrate LLMs into our recognition processing pipeline
- You enable the exploration of data insights through the question-answer capabilities of LLMs
- You work closely with leadership to understand and define requirements
- You ensure alignment with the department’s strategy and roadmap
- You work together with a Data Scientist and an Intelligence Engineer to implement the LLM pipeline
- You ensure the LLM systems are functional and available
- Set up scriptable AI agents (e.g., AutoGPT, Jarvis) to surf and scrape textual signals from the web
- Fine-tune (augment) an LLM model with support of open source tooling such as Langchain and Vectorized Databases
- Use LLMs to solve topic classification, trends detection, and causal analysis
- Use related Machine Learning techniques (e.g., regression, ensemble methods, time-series) for forecasting capabilities
- Set up a chatbot web interface linked to generative question answering LLM
- Productionize the LLM/NLP models by architecting control flows covering all sub-systems from data to deployment
Our take
Blockchain technology has the potential to change the world, but its full potential is yet to be realised. Input Output's fully decentralized platform solves this problem through rigorous research practices and evidence-based software development, building high-assurance blockchain products for both the public and private sectors.
Input Output was founded by Charles Hoskinson, one of the most important names in cryptocurrency and blockchain. This has lent the company considerable weight, credibility and insight, allowing it to scale effectively. Input Output is best known for its flagship product, Cardano, a blockchain platform targeted at innovators, but its suite of products also includes Daedalus, ATALA, and Mantis.
Input Output's main challenge will be competing with other blockchain research and engineering companies. However, the strength of its technology and the expertise of its leadership should allow the company to remain competitive.
Freddie
Company Specialist
Insights
Company
Employee endorsements
Challenging work
"The innovative projects we work on are exciting and challenging. The fact we are focused on solving real world problems makes it an even more..."
Company benefits
- Flexible schedule
- Remote work - ability to work anywhere
- Laptop reimbursement
- New starter package to buy hardware essentials (headphones, monitor, etc)
- Learning & Development Opportunities
- Minimum 4 weeks of PTO + Sick Leave plan
- Monthly Health Stipend to use towards any wellness or medical coverage/service 🇬🇧
- Pension 🇬🇧
Company values
- Good Citizenship
- Deliberate and Considered
- Innovative and Evidence Based
- Act With Ethics and Integrity
- Empowered
- Accountability and Ownership
Company HQ
Downtown Core, Singapore
Articles
Founders
Charles Hoskinson
(CEO)Previously founded crytpocurrency companies Invictus Innovations and Ethereum. Also founded the Cryptocurrency Research Group.
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