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Engineers who find a new job through Python Works average a 15% increase in salary ๐Ÿš€

Signal AI

Senior Data Scientist

London, United Kingdom

Salary

ยฃ60K - 80K

Contract type

Full time

Technologies & frameworks

  • data
  • AI
  • data science
  • python
  • Modelling
  • Machine Learning
  • TensorFlow
  • NLP

Benefits & perks

  • Flexible working
  • Stock options
  • Pension
  • Fruit bowl
  • Training
  • Snacks
  • Committed to a diverse team
  • Learning budget
  • Paid leave
  • Competitive salary
  • Child care vouchers
  • Pension plan
  • Unlimited holiday entitlement
  • Company macbook & apple equipment
  • Monthly team lunch
  • Flexible holiday entitlement and working hours
  • Sponsorship available
  • Flexible budget available to attend learning and development opportunities such as meet-ups and conferences

To sum it up...

Using AI and Machine Learning to unlock market intelligence

Role overview

We use AI and Machine Learning to our advantage to unlock market intelligence ๐Ÿ“ก and insight from unstructured (textual) data. We enable organisations to explain complex information ๐Ÿค” data challenges thus providing them with an advantage over other potential competitors.

As a core member of the team and growth of the platform you will be expected to help improve and develop new products. As we look to improve automation and add new features. โœจโœจ

๐ŸPython is our preferred language, but if you're skilled in other 'data science' languages like R that's ok too! ๐Ÿ‘Œ And practical usage of machine learning frameworks / libraries like TensorFlow and Scikit-Learn goes a very long way. ๐Ÿ“š๐Ÿคฒ

๐Ÿค“We have so much data, come and play with it! ๐Ÿค“

What we do

Signal has created a platform for analysing text and discovering market intelligence ๐Ÿ“ก. Our large-scale text analytics system (currently processing more than 2 million documents a day in real-time) unlocks knowledge and insights from unstructured textual data using diverse text analytics and machine learning components. For instance, we apply near de-duplication methods to group similar articles from different publications or entity disambiguation so that we can identify if, for example, a mention of โ€œIcelandโ€ refers to the retail company or the country. ๐Ÿ‘จโ€๐Ÿ’ป๐Ÿ‘ฉโ€๐Ÿ’ปOur media monitoring product, built on top of our technology, is enabling organisations to solve real-time complex information challenges (e.g. โ€œAll the news related to IPOs of European technology companiesโ€).

We work closely with world-leading academics in Information Retrieval and Machine Learning via academic collaborations and our visiting research program that have resulted in several publications and events. We are looking for researchers with a strong track record (e.g., publications, research grants, PC memberships, โ€ฆ), as well as programming skills in order to implement their ideas into a production large-scale machine learning system to continue innovating our technology platform and products. The selected candidate will work in our Data Science team, alongside other data scientists, data engineers and developers.

Main Responsibilities

Propose, design and implement data science components to improve our products. This ranges from reviewing the literature to the implementation and comparison of state of the art modes and also the proposal of novel models ๐Ÿ’ป

Work closely with developers and engineers to implement, scale and deploy new components to be part of our products ๐Ÿ‘Š.

Supervising and coordinate visiting researchers (usually PhD students) and MSc students doing their master project at Signal.

Being involved and advise other teams about how data science can be used to address different challenges ๐Ÿ‘จโ€๐Ÿ‘จโ€๐Ÿ‘งโ€๐Ÿ‘ง.

Represent Signal in academic or industrial conferences and other events, to promote our research and data science brand ๐Ÿ™.

The ideal candidate will have a strong data science background with a PhD in a related field (e.g., Machine Learning, Artificial Intelligence, Natural Language Processing, Information Retrieval,...). The candidate should also be a competent developer with experience using ML libraries and frameworks with large datasets.

We are looking for someone who can understand our clients challenges, propose methods to solve problems, experiment with different alternatives to address it and implement a solution that could be deployed in production. Team work and learning are two of the pillars at Signal and for this reason, we are looking for individuals who are open-minded, inquisitive and have the desire to learn new skills from everyone in the company.

REQUIREMENTS

Desirable skills and qualifications:

PhD in a field related to Data Science๐ŸŽ“

Knowledge and practical usage of machine learning libraries/frameworks (e.g., SpaCy, Scikit-Learn, TensorFlow, Vowpal Wabbit, Gensim, โ€ฆ)

Development experience (Python preferred)

Strong written and verbal communication skills

Ability to supervise and coordinate MSc students and external collaborations

Published work on major international conferences or Journals ๐Ÿ’ผ

Nice to have:

Elasticsearch experience

AWS experience (Kinesis, Dynamo, ECS, โ€ฆ)

BENEFITS


We OfferPackage with competitive salary and share options

Large amounts of data: The Worldโ€™s News will be your collection ๐Ÿ”‹

Interesting machine learning challenges

Experience in a rapidly-growing and diverse business

Possibility to publish some of the research done by the team

Location

London is the capital of the United Kingdom, situated in the South East of the island. The world's largest financial centre, London is also often referred to the culture capital of the world. The city is well-known for its heritage, including Buckingham Palace, the Tower of London, Kew Gardens, Westminster Abbey, and the historic settlement of Greenwich. London Underground is the oldest urban railway network in the world.

Technology workers in London earn 60pc more than the city average, with the figure even higher for foreign born workers, who earned 28pc more than their British counterparts in tech jobs. London can be considered as a center for professional relocation. Furthermore, there are over 100 of Europe's 500 largest companies' headquarters in London.

The city is famous for unpredictable weather. For instance, it could be cold, warm and rainy in one day and itโ€™s often the topic of conversation across the city.

Did you know...

  • 2.5M people, one third of Londoners, are foreign born
  • 40% of Greater London is green space
  • 50-249

Signal is a revolutionary new technology platform built for analysing text and discovering market intelligence, developed in partnership with the world's leading academics. Our large-scale text analytics system unlocks knowledge and insight from unstructured textual data, enabling organisations to solve complex information challenges and providing a competitive advantage for our clients in their respective markets.

  • Technology
  • Early Stage Venture
  • AWS
  • Code Quality
  • Compojure
  • DynamoDB
  • Stock Options
  • Pension
View 3 jobs
Engineers who find a new job through Python Works average a 15% increase in salary.

Salary

ยฃ60K - 80K

Contract type

Full time

Technologies & frameworks

  • data
  • AI
  • data science
  • python
  • Modelling
  • Machine Learning
  • TensorFlow
  • NLP

Benefits & perks

  • Flexible working
  • Stock options
  • Pension
  • Fruit bowl
  • Training
  • Snacks
  • Committed to a diverse team
  • Learning budget
  • Paid leave
  • Competitive salary
  • Child care vouchers
  • Pension plan
  • Unlimited holiday entitlement
  • Company macbook & apple equipment
  • Monthly team lunch
  • Flexible holiday entitlement and working hours
  • Sponsorship available
  • Flexible budget available to attend learning and development opportunities such as meet-ups and conferences

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