Machine Learning Engineer

    • Prague, Czech Republic

About STATS
REVOLUTIONIZE SPORTS THROUGH AI

Stats Perform brings unmatched depth and breadth of data, sports research, news and video content, and unrivaled AI-powered solutions to sports media and broadcasters, technology companies, global brands, sportsbooks, teams and leagues, and fantasy providers.
Job Description
We are looking for a Machine Learning Engineer to build world-class machine learning platform solutions. You will be responsible for empowering data scientists and AI scientists by developing a collection of industry-strength platform services to greatly improve scientist's productivity and facilitate innovation.

HERE'S YOUR ROLE BROKEN DOWN (NOT ALL OF IT, JUST THE MOST IMPORTANT STUFF)

• Build Stats Performs Machine Learning platform and services to support AI and Data Science use cases.

• Manage the ML lifecycle, including data prep, training data generation, feature engineering, optimization, experimentation, reproducibility, deployment and end-to-end workflow management.

• Enable ML and Deep Learning capabilities at vast scale by developing the necessary systems, tools, technologies and integrations as part of the ML Platform offering.

• Help accelerate the velocity from idea to interference in production.

• Contribute to capabilities around data programming, data augmentation (transformation function), active learning (slicing function) for training data, and transfer learning.

• Engineer the de-bias, ethics, security and compliance aspects of ML pipelines, centralized feature store, model megastore, and inference metrics store etc.

• Work with partners and stakeholders to identify data acquisition opportunities, create requirements, transform large volume data into AI ready high-quality relevant datasets.

• Achieve quality ML data using a triad of people, process & technology.

• Identify, assess and implement 3rd party technologies that may complement Stats Perform capabilities, and accelerate advancement of critical features; maintain strong collaborative relationships with 3rd party technology providers.

DO YOU HAVE THESE ESSENTIALS?

• 3+ years of relevant industry experience in Data & analytics platform or machine learning and data science.

• Bachelor's degree in Engineering, Computer Science, Mathematics, Computational Statistics, Machine Learning or related STEM fields.

• Verbal/written communication and presentation skills, including an ability to effectively communicate with both business and technical teams, and both internal and external stakeholders.

• 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.

• Hands on experience with building enterprise grade machine learning and data platforms

• Familiarity with common machine learning algorithms (random forest, XGBoost, etc.)

• Familiarity with advanced ML techniques (neural networks/deep learning, reinforcement learning, active learning, data augmentation and GAN etc.)

• Experience with high-level programming languages and big data tools and ecosystems.

• In-depth working knowledge of cloud infrastructure such as AWS or Google Cloud.

• Experience in integrating with internal and external complex systems that can scale and demonstrate security, reliability, scalability, and cost efficiency.

HERE'S A LITTLE MORE ABOUT US

Stats Perform collects the richest sports data in the world and transforms it through revolutionary artificial intelligence (AI) to unlock the most in-depth insights for media and technology, betting and team performance. With company roots dating back almost 40 years, Stats Perform embraces and solves the dynamic nature of sport - be that for digital and broadcast media with differentiated storytelling, tech companies with reliable and fast data to power their own innovations, sportsbooks with in-play betting and integrity services, or teams with first-of-its-kind AI analysis software. As the leading sports data and AI company, Stats Perform works with most of the top global sports broadcast companies, tech companies, sportsbooks, teams and leagues.

STATS is a world leader in sports data and technology.

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