Data Scientist

Boston Consulting Group
Portsmouth, United Kingdom
2 days ago

Role details

Contract type
Franchise
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior
Compensation
£ 150K

Job location

Remote
Portsmouth, United Kingdom

Tech stack

Training Data
Artificial Intelligence
Amazon Web Services (AWS)
Artificial Neural Networks
Computer Vision
Cloud Computing
Information Engineering
Data Stores
Python
Machine Learning
TensorFlow
Software Engineering
Statistics
Systems Integration
Reinforcement Learning
Graphics Processing Unit (GPU)
Google Cloud Platform
Feature Engineering
PyTorch
Random Forest
Deep Learning
Information Technology
XGBoost
Data Management
Programming Languages

Job description

The role is part of the AI Team with the purpose to bring new models & products to market at a fast pace. You will be part of a dynamic team which will work on solving complex problems by creating cutting edge models based on unique data sets, work with a team on launching the initial product, transition it into the product engineering function and move on to the next challenge., * Researching, developing, and implementing the most innovative machine learning techniques to Stats Perform's wealth of sports data (both structured and unstructured)

  • Productizing artificial intelligence based solutions alongside engineers and product teams
  • Providing technical guidance to product teams on the artificial intelligence (machine learning and computer vision) approaches appropriate for a task
  • Patenting the innovative solutions
  • Lifecycle and collaboration with our teams:
  • Machine Learning lifecycle: data prep, training data generation, feature engineering, optimization, experimentation, reproducibility, deployment, and end-to-end workflow management
  • Partners and stakeholders: identify data acquisition opportunities, create requirements, transform large volume data into AI ready high quality relevant datasets
  • Accelerate the velocity from idea to interference into production
  • Achieve quality ML data using a triad of people, process & technology
  • Conduit between Product and Data Engineering to bring new models into production in a quick and efficient way
  • Support, train and mentor team members on best ML implementation practices
  • Enabling our products
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Requirements

Do you have a background in Data Science, Machine Learning, Computer Vision, Physics, Statistics or Probability Theory?

Do you have a passion for sports?

Do you live to find data driven solutions to complex problems?, * At least 1year of relevant industry experience in software engineering or machine learning and data science

  • Hands on experience with building enterprise grade machine learning and data platforms
  • Familiarity with common machine learning algorithms (random forest, XGBoost, etc.)
  • Preferred knowledge of advanced ML techniques (neural networks/deep learning, reinforcement learning, active learning, data augmentation and GANs etc.)
  • Experience with high-level programming languages such as Python and preferred knowledge of big data tools
  • In-depth working knowledge of cloud infrastructure such as AWS or Google Cloud
  • Proficiency in, at least, one modern deep learning engine such as Tensorflow, PyTorch etc. (preferred: knowledge of using GPUs)
  • Experience in integrating with internal and external complex systems that are able to scale and demonstrate security, reliability, scalability, and cost efficiency
  • Experience in projects involving large scale multi-dimensional datastore, complex business infrastructure, and cross-functional teams, and track-record of successfully launched ML projects in production
  • Passion for creating new technologies with high product impact within sport.

Education

  • Bachelor's, MS or PhD in Computer Science, Mathematics, Computational Statistics, Machine Learning or related STEM fields

Skills:

  • Verbal/written communication and presentation skills, including an ability to effectively communicate with both business and technical teams, and both internal and external stakeholders o An open minded, structured thinker

Benefits & conditions

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About the company

Come join our team at Stats Perform as a Data Scientist building predictive models with modern deep learning tools that will be utilized by the world's leading technology companies, sports franchises and sports book operators., Who We Are Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total..., KnowBe4 is the global leader in Human Risk Management, trusted by over 70,000 organizations worldwide to secure their employees and AI agents for over 15 years. We're pioneering a new era of security. AI-powered since 2016. And market-leading since day one. Our HRM+..., About KnowBe4 Join the cybersecurity company that puts security first; literally and without compromise. At KnowBe4, our AI-driven Human Risk Management platform empowers over 70,000 organizations worldwide to strengthen their security culture and transform their workforce...

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