Data Scientist (NLP) London, England
Job description
Data Scientist (NLP)
About the Company
Adam is the leading digital employee for rental communities, delivering automation and front-line intelligence through natural conversation. Through Adam, we are changing the way that real estate is operated, bringing automation for owners/operators and world-class customer service to renters.
Travtus is an AI R&D Company based in London, developing AI solutions for the Residential Real Estate industry.
About the Role
As a data scientist in the Adam team, you will be involved in everything NLP. Splitting your time between research and delivering/ supporting production models. You will work closely with the data engineers and software developers to breathe life and skills into Adam.
This is a role for an experienced Data Scientist or Machine Learning Engineer who works is hands-on with the data and product every day.
Tasks
- Understand business needs, researching and brainstorming models and ensembles that will help solve the problem
- Design, implement and maintain Machine Learning Model Pipelines to solve business needs
- Experiment with different models and measure performance and select solutions
- Research and share the latest developments in Natural Language Understanding, Natural Language Generation, and Graph Neural Networks
- Define infrastructure requirements and architecture for Model Training and Inference
- Review performance of production models, performing evaluation and tuning
- Own the data pipeline required for building reliable data sources for model development
- Develop orchestration solutions for model pipelines
- Work closely as a part of the software development team to ensure models are effectively leveraged in the product
- Research and deploy data science best practices
Requirements
- Will be passionate about NLP Technology and enjoy monitoring the latest developments and papers
- Experience working with Sagemaker Pipelines
- Have an engineering mindset to solve real problems
- Have good Python Development experience working with software at all stages of the development lifecycle
- Have deep experience using AI platforms including Pytorch, Tensor flow & AWS Sagemaker
- Be able to demonstrate direct experience in developing machine learning models and taking them through to production
- Have practical knowledge of the latest transformer language models such as Bert, Roberta, GPT2, etc, and NLP Open Source Libraries e.g. Hugging Face, AI2, OpenAI, Spacy, etc
- Have direct experience working on conversational interfaces
- Have a scientific / statistics academic background (i.e., Science, Mathematics, Engineering)
About the Team
Our team is a multi-disciplinary team of experts with everyone contributing their own area of specialism; from infrastructure to knowledge graphs, Real Estate Operations to dialogue design.
Working in a truly collaborative style, where everyone is heard and brings something valuable to the conversation allows us to push the boundaries in this new area of technology. We are fundamentally challenging the way one of the largest industries in the world operates, and our commercial success pays testament to the skill, commitment and passion our team displays every day.
Job Types: Full-time, Permanent
Salary: £45,000.00-£70,000.00 per year
Benefits:
- Discounted or free food
- Private medical insurance
- Unlimited paid holidays
Schedule:
- Monday to Friday
Experience:
- NLP: 2 years (required)
Work Location: Hybrid remote in London
