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Nhl Analytics Jobs in California (NOW HIRING)

Trading Analyst

San Francisco, CA ยท On-site +1

$65K/yr

Company Overview Swish Analytics is a sports analytics, betting and fantasy startup building the ... Passion and intimate knowledge of the NBA, NFL, MLB, NHL, and NCAA Basketball + Football * Strong ...

Company Overview Swish Analytics is a sports analytics, betting and fantasy startup building the ... Passion and intimate knowledge of the NBA, NFL, MLB, NHL, and NCAA Basketball + Football * Strong ...

Trading Analyst

San Francisco, CA ยท On-site +1

$65K/yr

Company Overview Swish Analytics is a sports analytics, betting and fantasy startup building the ... Passion and intimate knowledge of the NBA, NFL, MLB, NHL, and NCAA Basketball + Football * Strong ...

Company Overview Swish Analytics is a sports analytics, betting and fantasy startup building the ... Passion and intimate knowledge of the NBA, NFL, MLB, NHL, and NCAA Basketball + Football * Strong ...

Data Engineer

San Francisco, CA ยท On-site +1

$160K/yr

... NHL, College Football, College Basketball, and the ability use your knowledge of the sport to inform your work with complex datasets Base Salary: Starting at $160,000 - DOE Swish Analytics is an ...

Data Engineer

San Francisco, CA ยท Remote

$160K/yr

... NHL, College Football, College Basketball, and the ability use your knowledge of the sport to inform your work with complex datasets Base Salary: Starting at $160,000 - DOE Swish Analytics is an ...

Financial Analyst, ADHC

Anaheim, CA ยท On-site

$90K - $110K/yr

... analytics that support the Anaheim Ducks, San Diego Gulls, and Anaheim Ducks Foundation. This ... Support the delivery of NHL reports, business plans, surveys, and other league requirements * Drive ...

Financial Analyst, ADHC

Anaheim, CA ยท On-site

$90K - $110K/yr

... analytics that support the Anaheim Ducks, San Diego Gulls, and Anaheim Ducks Foundation. This ... Support the delivery of NHL reports, business plans, surveys, and other league requirements * Drive ...

... analytics that support the Anaheim Ducks, San Diego Gulls, and Anaheim Ducks Foundation. This ... Support the delivery of NHL reports, business plans, surveys, and other league requirements * Drive ...

Financial Analyst, ADHC

Anaheim, CA ยท On-site

$90K - $110K/yr

... analytics that support the Anaheim Ducks, San Diego Gulls, and Anaheim Ducks Foundation. This ... Support the delivery of NHL reports, business plans, surveys, and other league requirements * Drive ...

... analytics that support the Anaheim Ducks, San Diego Gulls, and Anaheim Ducks Foundation. This ... Support the delivery of NHL reports, business plans, surveys, and other league requirements * Drive ...

Deep network across the Big 5 professional leagues (NFL, MLB, NBA, NHL, MLS), collegiate athletics ... Analytical with a disciplined approach to pipeline management, forecasting, account strategy, and ...

IT Data Analyst Internship 2027

Modesto, CA ยท On-site

$26.50 - $28.50/hr

S. - Barefoot Wine & High Noon and are the official sponsors of the NFL, NHL, UFC, and PGA of ... Computer Science, Management Information Systems, Business Analytics, Economics, Mathematics ...

IT Data Analyst Internship 2027

Modesto, CA ยท On-site +1

$26.50 - $28.50/hr

S. - Barefoot Wine & High Noon and are the official sponsors of the NFL, NHL, UFC, and PGA of ... Computer Science, Management Information Systems, Business Analytics, Economics, Mathematics ...

IT Data Analyst Internship 2027

Modesto, CA ยท On-site +1

$26.50 - $28.50/hr

S. - Barefoot Wine & High Noon and are the official sponsors of the NFL, NHL, UFC, and PGA of ... Computer Science, Management Information Systems, Business Analytics, Economics, Mathematics ...

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Nhl Analytics information

What is NHL analytics?

NHL analytics refers to the use of statistical analysis and data-driven methods to evaluate players, teams, and strategies in the National Hockey League. This field involves collecting and analyzing data such as player performance, puck possession, shot quality, and other advanced metrics to gain insights that can help teams make more informed decisions. NHL analytics professionals use tools like data tracking software and statistical modeling to identify trends and improve team performance. The goal is to supplement traditional scouting and coaching with objective, quantitative information.

What are the typical projects and collaborations involved in an NHL Analytics role?

In an NHL Analytics role, you can expect to work on a variety of projects such as player performance evaluation, game strategy optimization, and injury risk analysis. Collaboration is frequent with coaching staff, scouts, and front office executives to translate data insights into actionable recommendations. Analysts often prepare reports, create visualizations, and present findings to non-technical stakeholders, requiring strong communication skills. The work environment is typically fast-paced, especially during the season, and may involve adapting to rapidly changing priorities based on team needs.

What are the key skills and qualifications needed to thrive as an NHL Analytics professional, and why are they important?

To thrive in NHL Analytics, you need strong quantitative analysis skills, a background in statistics or data science, and a deep understanding of hockey strategy. Proficiency with programming languages like Python or R, experience with data visualization tools, and familiarity with databases and advanced hockey tracking systems are typically required. Critical thinking, attention to detail, and effective communication help translate complex data into actionable insights for coaches and management. These skills are crucial for driving data-informed decisions that enhance player performance and team competitiveness in a rapidly evolving sports landscape.

What is the difference between Nhl Analytics vs Data Analyst?

AspectNhl AnalyticsData Analyst
Required CredentialsDegree in Sports Analytics, Statistics, or related field; knowledge of hockey dataDegree in Data Science, Statistics, or related field; general data analysis skills
Work EnvironmentSports teams, analytics firms, or media outlets focused on hockeyVarious industries including finance, healthcare, marketing, with diverse data sources
Employer & Industry UsageSports organizations, hockey leagues, sports mediaMultiple sectors including business, healthcare, finance, and technology

While Nhl Analytics specializes in hockey-specific data analysis within sports organizations, Data Analysts work across various industries analyzing diverse data sets. Nhl Analytics requires specialized sports knowledge, whereas Data Analysts need broader analytical skills applicable to multiple fields.

How much do NHL data analysts make?

NHL data analysts typically earn between $50,000 and $80,000 annually, depending on experience and location. They often work with advanced statistics, data visualization tools, and sports analytics software as part of team or league staff.

How to become an NHL analyst?

To become an NHL analyst, individuals typically need a strong understanding of hockey, often gained through playing or extensive watching the sport, along with skills in data analysis, broadcasting, or journalism. Relevant education in sports management, communications, or statistics, along with experience in media or sports reporting, can improve prospects. Proficiency with analytical tools and a network within the sports industry are also beneficial.

What job categories do people searching Nhl Analytics jobs in California look for?

The top searched job categories for Nhl Analytics jobs in California are:

What cities in California are hiring for Nhl Analytics jobs?

Cities in California with the most Nhl Analytics job openings:

Infographic showing various Nhl Analytics job openings in California as of August 2026, with employment types broken down into 1% Internship, 95% Full Time, 2% Part Time, and 2% Contract. Highlights an 77% Physical, 8% Hybrid, and 15% Remote job distribution.

Trading Analyst

Swish Analytics

San Francisco, CA โ€ข On-site, Remote

$65K/yr

Full-time

Re-posted 29 days ago


Job description

Company Overview
Swish Analytics is a sports analytics, betting and fantasy startup building the next generation of predictive sports analytics data products. We believe that oddsmaking is a challenge rooted in engineering, mathematics, and sports betting expertise; not intuition. We're looking for team-oriented individuals with an authentic passion for accurate and predictive real-time data who can execute in a fast-paced, creative, and continually-evolving environment without sacrificing technical excellence. Our challenges are unique, so we hope you are comfortable in uncharted territory and passionate about building systems to support products across a variety of industries and consumer/enterprise clients.
Job Description - This position is 100% Remote
Duties:
  • Manage client risk, ensuring the highest margins on Swish products through +EV decisions
  • Manage and oversee depth chart accuracy, making time-sensitive adjustments in both prematch & in-play settings
  • Strategically research & track verified news sources, being the first to uncover important news and understand the overall impact on betting markets
  • Independently analyze betting trends in a scientific process, turning data into quantifiable trading actions

Requirements:
  • Minimum of 3 years of in-game play experience at an online sportsbook
  • Deep understanding of sports betting and odds origination
  • Passion and intimate knowledge of the NBA, NFL, MLB, NHL, and NCAA Basketball + Football
  • Strong mathematical, statistical, and/or analytical skills - ability to understand and calculate + convert odds on the fly
  • Results driven work ethic - focused on improving process, results and profitability
  • Availability to work flexible schedules, including nights, weekends and/or holidays

Preferred:
  • Bachelor's Degree in a STEM discipline
  • An understanding of relational database systems (MySQL)
  • Experience working with cross functional teams (Data Science teams a plus)

Salary: $65,000 - DOE
Swish Analytics is an Equal Opportunity Employer. All candidates who meet the qualifications will be considered 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. The position responsibilities are not limited to the responsibilities outlined above and are subject to change. At the employer's discretion, this position may require successful completion of background and reference checks.
Department Trading Operations Locations San Francisco, CA - Remote Remote status Fully Remote