Data Scientist - Malta

Swish Analytics
·
Posted: 
August 23, 2023
·
Remote
Job Commitment
Full-time
Job Commitment
Mid Level
Job Function
Data & Analytics
Salary
N/A
Job Commitment
Full-time
Experience Level
Mid Level
Workplace Type
Remote
Job Function

This job is closed

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About the position

Swish Analytics is seeking a Data Scientist to join their team and contribute to the development of their sports data products. The ideal candidate will have a strong background in machine learning and statistical modeling, with a focus on sports-specific domain knowledge. They will be responsible for ideating, developing, and improving predictive models for sports betting products, as well as providing production support and triaging for existing data science-backed products. The Data Scientist will collaborate with data engineering and product teams to deploy new models and constantly strive to improve model performance through rigorous experimentation. A bachelor's degree in a related technical field is required, with a master's degree preferred, along with demonstrated experience in developing models for various sports.

Responsibilities

  • Ideate, develop and improve machine learning and statistical models for sports betting products
  • Support and triage current data science backed products
  • Develop contextualized feature sets using sports specific domain knowledge
  • Contribute to all stages of model development, from proof-of-concepts to deployment
  • Constantly improve model performance through offline and online experimentation
  • Analyze results and outputs to assess model performance and identify weaknesses
  • Adhere to software engineering best practices and contribute to shared code repositories
  • Document modeling work and present to stakeholders and partners
  • Bachelor degree in Data Analytics, Data Science, Computer Science or related field
  • Demonstrated experience developing models at production scale for various sports
  • Expertise in Probability Theory, Machine Learning, Inferential Statistics, Bayesian Statistics

Requirements

  • Bachelor degree in Data Analytics, Data Science, Computer Science or related technical subject area; Master degree highly preferred
  • Demonstrated experience developing models at production scale for NBA, NHL, MLB, Tennis, college basketball, or college football
  • Expertise in Probability Theory, Machine Learning, Inferential Statistics, Bayesian Statistics, and Statistical Modeling
  • Strong knowledge of sports analytics and sports betting
  • Ability to ideate, develop, and improve machine learning and statistical models
  • Experience with production support and triaging of data science backed products
  • Ability to develop contextualized feature sets using sports specific domain knowledge
  • Proficiency in software engineering best practices and contributing to shared code repositories
  • Strong analytical and problem-solving skills
  • Excellent communication and presentation skills

Benefits

  • True ownership and impact over developing core components of Swish's data products
  • Support for Sports Data Models
  • Ideate, develop, and improve machine learning and statistical models
  • Production support and triaging of current data science backed products
  • Develop contextualized feature sets using sports specific domain knowledge
  • Contribute to all stages of model development
  • Constantly strive to improve model performance
  • Analyze results and outputs to assess model performance and identify weaknesses
  • Adhere to software engineering best practices
  • Document modeling work and present to stakeholders
  • Equal Opportunity Employer
  • Consideration without regard to race, color, religion, sex, national origin, age, disability, sexual orientation, pregnancy status, genetic, military, veteran status, marital status, or any other characteristic protected by law.

Job Application Resources

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Swish Analytics

Swish Analytics operates as machine learning system for sports.
Location
San Francisco, CA
Company Size
1-10
Workplace Type
Industries
Big Data
Fantasy Sports
Machine Learning
Predictive Analytics
Sports
Artificial Intelligence
Data and Analytics
Gaming
Software
Open Roles
5
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Swish Analytics

Swish Analytics operates as machine learning system for sports.
Company Overview

Swish Analytics operates as machine learning system for sports.

Benefits
  • Strong base salaries, competitive with market
  • Equal Opportunity Employer
  • Consideration without regard to race, color, religion, sex, national origin, age, disability, sexual orientation, pregnancy status, genetic, military, veteran status, marital status, or any other characteristic protected by law
  • Position responsibilities subject to change
  • May require successful completion of background and reference checks
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