Full-Time

Data Engineer

Posted on 12/13/2024

Zelus Analytics

Zelus Analytics

11-50 employees

Advanced data analysis for sports teams

Compensation Overview

$75k - $150kAnnually

Entry

Remote in USA

Category
Data Engineering
Data & Analytics
Required Skills
Python
Airflow
SQL
Scala
Linux/Unix
Data Analysis
Requirements
  • Academic and/or industry experience in back-end software design and development
  • Experience with ETL architecture and development in a cloud-based environment
  • Fluency in SQL development and an understanding of database and data warehousing technologies
  • Proficiency with Python (preferred), Scala, and/or other data-oriented programming languages
  • Experience with automated data quality validation across large data sets
  • Familiarity working with Linux servers in a virtualized/distributed environment
  • Strong software-engineering and problem-solving skills
  • Expertise developing complex databases and data warehouses for large-scale, cloud-based analytics systems
  • Experience with task orchestration and workflow automation tools (Airflow preferred)
  • Experience building and overseeing team-wide data quality initiatives
  • Experience adapting, retraining, and retooling in a rapidly changing technology environment
  • Desire and ability to successfully mentor junior engineers
Responsibilities
  • Design, develop, document, and maintain the schemas and ETL pipelines for our internal sports databases and data warehouses
  • Implement and test collection, mapping, and storage procedures for secure access to team, league, and third-party data sources
  • Develop algorithms for quality assurance and imputation to prepare data for exploratory analysis and quantitative modeling
  • Profile and optimize automated data processing tasks
  • Coordinate with data providers around planned changes to raw data feeds
  • Deploy and maintain system and database monitoring tools
  • Collaborate and communicate effectively in a distributed work environment
  • Fulfill other related duties and responsibilities, including rotating platform support
  • Break down complex data engineering projects into actionable work plans including proposed task assignments for one to four engineers
  • Identify and recommend new ETL tools and novel data sources to push the cutting edge of our sports intelligence platforms
  • Provide guidance and technical mentorship for junior engineers
  • Assist with recruiting and outreach for the engineering team, including building a diverse network of future candidates

Zelus Analytics provides advanced data analysis solutions specifically for professional sports teams. Their platform helps teams make sense of complex data sources, allowing them to make informed decisions that can lead to improved performance and success in competitions. Unlike many competitors, Zelus Analytics focuses solely on the sports analytics market, leveraging the extensive experience of its team members, who have backgrounds in both sports and business. The company's goal is to become the leading sports intelligence platform, helping teams gain a competitive edge through data-driven insights.

Company Size

11-50

Company Stage

Series A

Total Funding

$3.6M

Headquarters

Austin, Texas

Founded

2019

Simplify Jobs

Simplify's Take

What believers are saying

  • Growing demand for real-time analytics boosts Zelus's market potential.
  • Wearable technology integration offers new data streams for performance analysis.
  • AI-driven predictive analytics trend supports Zelus's player acquisition solutions.

What critics are saying

  • Increased competition in sports analytics may threaten Zelus's market position.
  • Reliance on proprietary data sources risks teams developing in-house solutions.
  • Expansion into multiple sports could lead to operational challenges.

What makes Zelus Analytics unique

  • Zelus Analytics integrates data from diverse sources, enhancing decision-making for sports teams.
  • The company offers a robust data engineering pipeline across multiple sports.
  • Zelus's leadership includes experienced professionals from top sports and analytics organizations.

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Growth & Insights and Company News

Headcount

6 month growth

13%

1 year growth

21%

2 year growth

21%
Sports Business Journal
Nov 2nd, 2023
Zelus Analytics acquires TourIQ as the sports analytics company eyes further growth in golf

The acquisition of golf analytics firm TourIQ will aim to further grow Zelus Analytics' client base in the golf space.

The Athletic
Nov 2nd, 2023
Yankees hire analytics company as offseason examination continues

Two weeks ago, Zelus announced that it had received $3.6 million in investments from several companies, including RedBird Capital, an investment firm the Yankees joined with to take over Italian soccer club AC Milan last year.

TechCrunch
Oct 17th, 2023
Zelus Analytics Helps Sports Teams Bring Together Growing Pile Of Analytics Data

If you follow sports even a little, you know the influence of analytics and data has changed the way sports works. As teams build bigger and bigger analytics departments, and data becomes tied to on- and off- field decision making, how do teams deal with the growing amount of data?Zelus Analytics, a company started by a former baseball analytics executive, wants to help teams across sports gather the myriad of data and put it to work.Today, the company announced a $3.6 million investment, which includes money from existing investor RedBird Capital, along with participation from Gametime Capital, Teamworthy Ventures, 35V and Billy Beane, the former Oakland A’s executive, who was featured in the 2003 Michael Lewis book about bringing analytics to baseball, Moneyball.Zelus works with analytics groups across a variety of sports to help them connect to various data sources these teams have to build models with the goal of making better decisions, whether that be around player acquisition, on-field decision making or the multiple factors that go into building and running a sports franchise.Company co-founder and CEO Doug Fearing knows from whence he speaks when it comes to sports analytics. His background includes stints as senior advisor in baseball research and development for the Tampa Bay Rays and director of research and development for the Los Angeles Dodgers, two MLB franchises who are known for their keen use of analytics.“We fundamentally help teams use their data to win more games,” Fearing told TechCrunch. That involves projecting and improving player and team performance.“And that’s through using all of the complex proprietary data sources that teams have access to build models that contextualize historical performance, that project future performance that help with both strategic decision making around player acquisition…and then even getting into tactical and in-game decision making like who’s the best matchup,” he said.He says what separates his company from others in the space is that it doesn’t care where the data comes from. It can pull it all together. “We have a robust data engineering pipeline that we have set up across sports that actually shares a lot of common infrastructure across sports that allows us to ingest those sources and process them on a daily basis,” he says.For now, the company is making money working with teams in six major sports including baseball, basketball, hockey, football, cricket and soccer

PR Newswire
Oct 17th, 2023
Zelus Analytics Raises Series A Funding to Accelerate Growth in Sports Analytics

/PRNewswire/ -- Zelus Analytics, the sports analytics company that is transforming player evaluation and in-game decision-making announced today that it has...

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