Job Posting: Prep Baseball – A number of Openings

Prep Baseball Roles

• Knowledge Operations Engineer (Full-time)

• Knowledge Engineering Intern (40 hours, paid)

• Baseball Analytics Intern (40 hours, paid)

Directions on how you can apply under every function:

About Prep Baseball:
Since its inception in 2005, Prep Baseball has developed into one of many nation’s largest and most revered unbiased scouting providers, with a singular focus of offering complete year-round protection in each state we’re in. The mission of Prep Baseball is to scout and promote novice baseball and, in the end, assist athletes obtain their goals of taking part in baseball on the subsequent degree. With greater than 150 scouts, we’ve the biggest baseball scouting infrastructure throughout all ranges of novice baseball within the nation.

Prep Baseball is the No. 1 useful resource for novice baseball knowledge in every area we cowl. We obtain this by working high-quality occasions with the perfect gamers in every location, supported by our boots-on-the-ground scouting workers and multimedia platforms. Our purpose is to turn out to be the authoritative voice on the bottom degree of every area.

The Knowledge Operations group is answerable for ingesting knowledge from trackman radars, blast movement bat sensors, VALD timing gates, in addition to constructing inner and publicly dealing with knowledge merchandise round novice baseball showcases and tournaments. The group can also be answerable for knowledge high quality, knowledge evaluation, and knowledge visualizations of baseball knowledge. By way of these roles, will influence our future initiatives, app growth and knowledge analytics.

This group sits on the intersection of occasion operations, analytics, and product. The group owns the methods and processes that rework uncooked, on-field knowledge into trusted datasets used throughout the group. This contains guaranteeing knowledge accuracy at scale, supporting time-sensitive workflows through the season, and enabling long-term participant evaluation throughout a number of years and occasions.

Knowledge Operations Engineer (distant)

Concerning the Function
The Knowledge Operations Engineer is answerable for designing, sustaining, and bettering the info pipelines and workflows that energy Prep Baseball’s analytics ecosystem. This function focuses on operational reliability, knowledge high quality, and scalability in a high-volume, event-driven setting.

Roles & Duties

• Design, construct, and preserve knowledge pipelines that ingest and course of knowledge from Prep Baseball occasions, together with radar, sensor, and scouting inputs.
• Personal knowledge high quality, accuracy, and reliability for datasets used throughout inner instruments and public-facing merchandise.
• Develop and preserve knowledge fashions that assist longitudinal participant monitoring throughout occasions, areas, and seasons.
• Companion with scouting, operations, analytics, and product groups to translate real-world workflows into sturdy knowledge options.
• Implement knowledge validation, monitoring, and alerting to proactively establish and resolve knowledge points.
• Optimize ingestion and transformation workflows to deal with excessive occasion quantity and seasonal spikes.
• Assist near-real-time and post-event knowledge availability to satisfy operational and analytical wants.
• Preserve clear documentation and knowledge definitions to make sure datasets are accessible and well-understood.
• Handle schema adjustments, historic backfills, and system enhancements with out disrupting current workflows.
• Assist the mixing of latest testing applied sciences, sensors, and occasion codecs into the info ecosystem.
• Contribute to long-term planning and evolution of Prep Baseball’s knowledge operations infrastructure.

{Qualifications}

• Expertise working in a knowledge operations, knowledge engineering, or analytics engineering function.
• Robust proficiency in SQL and expertise working with relational databases.
• Expertise constructing, sustaining, or supporting knowledge pipelines in a manufacturing setting.
• Palms-on expertise working with cloud-based knowledge infrastructure, ideally on AWS.
• Familiarity with AWS providers generally utilized in knowledge workflows, corresponding to S3, RDS, Redshift, and Lambda.
• Expertise utilizing AWS Lambda or comparable serverless instruments to assist knowledge ingestion, transformation, or automation duties.

The way to apply. E mail mcgowan@prepbaseball.com with the topic your full title – Knowledge Operations Engineer. Within the e mail, please embrace:

• Resume
• Cowl Letter
• Reply the next questions:

1. What makes you interested by working at Prep Baseball?
2. How would you design a schema for gamers and occasions?
3. Describe a knowledge system or pipeline you’ve constructed that you simply’re most happy with. What downside was it fixing, and why does it stand out to you?

Knowledge Operations Intern (Backend Knowledge Engineering)

Prep Baseball | Distant

Concerning the Function

The Knowledge Operations Intern will assist the backend knowledge engineering methods that energy Prep Baseball’s analytics and knowledge merchandise. This function is targeted on constructing and sustaining knowledge pipelines, bettering knowledge reliability, and supporting manufacturing workflows in a high-volume, event-driven setting.
This internship is designed for candidates who’re eager about backend engineering and knowledge infrastructure, not knowledge science or statistical modeling. Interns will work carefully with Knowledge Operations Engineers to realize hands-on expertise with actual manufacturing methods, together with cloud-based workflows on AWS. Excessive-performing interns could also be thought of for future full-time roles inside Knowledge Operations.

Roles & Duties

• Help with constructing and sustaining backend knowledge pipelines that ingest and course of knowledge from Prep Baseball occasions.
• Assist knowledge ingestion workflows for radar, sensor, and scouting knowledge collected in stay occasion environments.
• Assist implement knowledge validation, error dealing with, and primary monitoring to enhance pipeline reliability.
• Help with sustaining and updating relational databases utilized by inner instruments and public-facing merchandise.
• Assist schema updates, knowledge backfills, and pipeline enhancements beneath steerage from senior engineers.
• Help with backend automation duties utilizing AWS providers corresponding to S3 and Lambda.
• Assist check and deploy small updates to cloud-based knowledge workflows.
• Doc knowledge workflows, schemas, and system conduct.
• Take part in debugging and resolving knowledge pipeline points alongside Knowledge Operations Engineers.
• Be taught greatest practices for constructing dependable backend methods in a cloud setting.

{Qualifications}

• Robust curiosity in backend engineering, knowledge infrastructure, or knowledge engineering.
• Presently pursuing or lately accomplished coursework in laptop science, software program engineering, or a associated area.
• Expertise writing code in at the least one backend-oriented programming language (e.g., Python, Java, or comparable).
• Familiarity with SQL and relational databases.
• Fundamental understanding of how knowledge flows by means of backend methods (pipelines, batch jobs, APIs).
• Publicity to cloud ideas or AWS providers (coursework, labs, or private initiatives is adequate).
• Curiosity in studying how AWS Lambda and different serverless instruments are utilized in manufacturing knowledge methods.
• Consolation working with evolving knowledge constructions and imperfect inputs.
• Skill to speak clearly and collaborate in a distant group setting.
• Curiosity in baseball or sports activities know-how is a plus, however not required.

The way to apply. E mail mcgowan@prepbaseball.com with the topic your “full title – Backend Engineering Internship”. Within the e mail, please embrace:

• Resume
• Cowl Letter
• Reply the next questions:

1. What pursuits you about working at Prep Baseball
2. What pursuits you about backend engineering, and the way does it differ from knowledge evaluation or analytics work in your thoughts?
3. When working with knowledge, which kind of labor do you get pleasure from extra and why:

• Constructing methods that transfer, retailer, and validate knowledge
• Or analyzing knowledge to seek out patterns and insights?

Baseball Analytics Intern (distant)

Concerning the Function
The Analytics Internship will work on utilized analysis and exploratory knowledge initiatives utilizing real-world novice baseball knowledge. This function is designed for people eager about utilizing knowledge to ask higher baseball questions, consider efficiency, and enhance how gamers are measured and understood.
Interns will contribute to research-oriented initiatives whereas gaining publicity to manufacturing knowledge workflows. Excessive-performing interns could also be thought of for future full-time roles inside the Knowledge Operations group.

Roles & Duties

• Discover and analyze large-scale novice baseball datasets collected from Prep Baseball occasions, together with efficiency testing, sensor knowledge, and scouting inputs.
• Assist analysis and growth initiatives targeted on evaluating metrics, testing assumptions, and figuring out significant efficiency indicators.
• Help in cleansing, validating, and making ready occasion knowledge for evaluation and analysis use.
• Carry out exploratory knowledge evaluation to establish traits, distributions, outliers, and sources of variability throughout occasions and areas.
• Assist assess the reliability and consistency of measurements collected in stay occasion environments.
• Collaborate with Knowledge Operations, media, and scouting stakeholders to border analysis questions grounded in relevant scouting and recruiting use instances.
• Create clear summaries, visualizations, or written explanations of findings.
• Help with documentation of metrics, methodologies, and assumptions utilized in analysis initiatives.
• Contribute to experimentation round new knowledge sources, testing applied sciences, or analysis approaches.

{Qualifications}

• Robust curiosity in baseball analytics, knowledge science, or utilized analysis.
• Presently pursuing or lately accomplished coursework in statistics, knowledge science, laptop science, engineering, or a associated area.
• Expertise performing exploratory knowledge evaluation on actual datasets (coursework, analysis, or private initiatives).
• Familiarity with statistical ideas corresponding to distributions, variability, correlations, and primary modeling.

The way to apply. E mail mcgowan@prepbaseball.com with the topic your “full title – Baseball Analytics internship”. Within the e mail, please embrace:

• Resume
• Cowl Letter
• Reply the next questions:

1. What pursuits you about working at Prep Baseball, and the way do you suppose knowledge can enhance how novice gamers are evaluated and supported?
2. Discuss some traits or attention-grabbing analysis you have got seen within the public area that excites you. How would you begin exploring it?
3. What’s one baseball query you’ve explored and researched? Describe your strategy.

The content material on this posting was created and offered solely by Prep Baseball.