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Skills: Machine Learning, Deep Learning, Anomaly Detection, Python, SQL
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$154k–$211k/yr
Full-time
bachelor degree
Posted 2d ago
~40 hrs/week
Responsibilities
Develop and improve ML models to detect abnormal user behavior and cheating in games by analyzing large-scale logs and security events. Collaborate with game studios and security engineers to enhance detection logic and operational efficiency.
Requirements
Requires a degree in Machine Learning, Statistics, Computer Science, or equivalent experience with a strong background in ML-based modeling and large-scale data analysis. Proficiency in Python and SQL, along with an understanding of the end-to-end data workflow, is essential.
Full job description
THE COMPANY
KRAFTON is dedicated to identifying and publishing games worldwide that offer a uniquely enjoyable experience, crafted by our globally recognized production studios known for their distinctive creativity. We continuously push the boundaries of gaming enjoyment by embracing new challenges and technologies and expanding our platforms and services to captivate an even larger fan base. Best known for the genre-defining worldwide sensation PUBG: Battlegrounds, our stellar studios based across the globe include PUBG Studios, Striking Distance Studios, Unknown Worlds, Bluehole Studio, RisingWings and more. In collaboration with our passionate and driven team, we strive to establish ourselves as a renowned creator of masterpieces in the global gaming market.
THE OPPORTUNITY
We develop, apply, and operate game security solutions and security operations systems to create a trusted gameplay environment for KRAFTON games.
Centered around KRAFTON Security Services (KSS), we provide core capabilities and services required for game security, including Anti-Cheat, Anti-Tamper, security operations, data analysis, and ML-based detection.
DUTIES
Enhance the data analytics and ML-based detection capabilities provided by KSS, and develop models that can quickly and accurately detect and classify abnormal behavior and cheating in games.
You will analyze large-scale game logs and user behavior data, improve the performance of detection models, and support the effective use of detection results in security operations and enforcement response.
RESPONSIBILITIES
Develop and improve ML models to detect abnormal user behavior and cheating in games
Detect anomalies by analyzing large-scale game logs, user behavior data, and security events
Analyze cheating patterns, identify detection features, and design and enhance detection logic
Support data analysis for security operations and enforcement response
Design and visualize metrics to improve KSS detection and operational efficiency
Collaborate with game studios, security engineers, and other stakeholders
Evaluate detection model performance, analyze false positives and false negatives, and improve model quality
QUALIFICATIONS
Degree in a related field such as Machine Learning, Deep Learning, Statistics, or Computer Science, or equivalent practical experience
Experience with ML-based modeling projects such as anomaly detection, classification, prediction, or pattern analysis
Ability to analyze large-scale log and event data using Python, SQL, or similar tools
Understanding of the end-to-end data workflow, including log data cleansing, feature engineering, training data construction, and model evaluation
Experience understanding the structure of machine learning/deep learning models and improving models according to their objectives
Ability to perform feature engineering with consideration for data quality, reproducibility, and scalability
Ability to quantitatively evaluate model performance and identify improvement directions from the perspective of false positives and false negatives
Ability to define problems independently and drive improvements based on data
PREFERRED QUALIFICATIONS
Experience using game data for Anti-Cheat, cheating/abuse detection, or abnormal behavior analysis
Gameplay experience in various game genres such as FPS/TPS, battle royale, or MMORPG, or understanding of the data characteristics of these genres
Experience detecting abnormal patterns based on user behavior data and improving models or detection logic
Experience processing large-scale log data and building or operating ML pipelines
Experience using, or understanding of, large-scale data platforms such as Spark and Hadoop
Experience collaborating with global organizations/studios, or communication skills in Korean or a second language
Reasonable Accommodation
KRAFTON Americas is committed to the full inclusion of all qualified individuals. As part of this commitment, the Company will ensure that persons with disabilities are provided reasonable accommodations. If reasonable accommodation is needed to apply for an open position, perform essential job functions, and/or to receive other benefits and privileges of employment, please contact the HR Talent team at KRAFTON Americas, to begin the interactive process.
EEOC statement
KRAFTON Americas provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type.
In California, the expected salary range for this position is $154,000-$211,000. The listed expected salary range represents a good faith estimate and the actual pay may depend on a variety of job-related factors that can include experience, education, skills, and location.
Don’t meet every single requirement?
Studies have shown that women and people of color are less likely to apply at jobs unless they meet every single qualification. At Krafton we are dedicated to building a diverse, inclusive, and authentic workplace, so if you’re excited about this role but your past experience doesn’t align perfectly with every qualification in the job description, we encourage you to apply anyway. You might just be the right candidate for this or other roles.
Due to recent scams, our recruiters will only reach out to you via @sds.com, @krafton.com or @pubg.com. If you received an email and are unsure you can always email [email protected].
KRAFTON is a collective of studios, each with their own distinct creative identity. Our team is always aspiring to evolve, innovate, and create new technology and entertainment experiences that fans can interact and engage with for years to come. This is the power of KRAFTON continuously generating unparalleled creation based on technology.
How much do Data & Analytics jobs in El Segundo, CA pay?
Based on 163 listings with disclosed salaries, most data & analytics jobs in El Segundo, CA pay between $84k–$194k per year. Individual offers vary with seniority, company size, and specialization.
How many Data & Analytics jobs are open in El Segundo, CA right now?
There are currently 187 open data & analytics positions in El Segundo, CA listed on Clera. New openings are added daily as companies post roles.
Which companies are hiring for Data & Analytics roles in El Segundo, CA?
Companies currently hiring include Mattel, Inc., The Aerospace Corporation, Boeing, 24 Hour Home Care, AEG, among others. Browse the listings above to see every active employer.
Are there remote or hybrid Data & Analytics jobs in El Segundo, CA?
Yes — 44 of the 187 open data & analytics positions offer remote or hybrid work (8 remote, 36 hybrid).
How do I apply for Data & Analytics jobs in El Segundo, CA?
Each listing links directly to the employer's application page. Apply early — fresh listings get the most recruiter attention in the first two weeks.