Ideate, develop and improve machine learning and statistical models that drive Swish’s core algorithms for producing state-of-the-art sports betting products.
Develop contextualized feature sets using sports specific domain knowledge.
Contribute to all stages of model development, from creating proof-of-concepts and beta testing, to partnering with data engineering and product teams to deploy new models.
Strive to constantly improve model performance using insights from rigorous offline and online experimentation.
Analyze results and outputs to assess model performance and identify model weaknesses for directing development efforts.
Adhere to software engineering best practices and contribute to shared code repositories.
Document modeling work and present to stakeholders and other technical and non-technical partners.

Requirements

Masters degree in Data Analytics, Data Science, Computer Science or related technical subject area
Demonstrated experience developing models at production scale for Soccer, or sports betting for 2+ years
Expertise in Probability Theory, Machine Learning, Inferential Statistics, Bayesian Statistics, Markov Chain Monte Carlo methods
5+ years of demonstrated experience developing and delivering effective machine learning and/or statistical models to serve business needs in sports or sports betting
Experience with relational SQL & Python
Experience with source control tools such as GitHub and related CI/CD processes
Experience working in AWS environments etc
Proven track record of strong leadership skills
Has shown ability to partner with teams in solving complex problems by taking a broad perspective to identify innovative solutions
Excellent communication skills to both technical and non-technical audiences.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

Machine LearningStatistical ModelsProbability TheoryInferential StatisticsBayesian StatisticsMarkov Chain Monte CarloSQLPythonModel DevelopmentData Analytics

Soft Skills

LeadershipProblem SolvingCommunication

Certifications

Masters degree in Data AnalyticsMasters degree in Data ScienceMasters degree in Computer Science