Senior Data Scientist

Kabam; Vancouver; Hybrid; CAD 179,000 - 201,000; Full time

Job summary

A gaming company in Vancouver is seeking a Senior Data Scientist to design and implement machine learning systems. The role emphasizes fostering a data-driven culture, statistical testing, and mentoring. Ideal candidates will have a Master's degree in a STEM field and over 4 years of experience. Competitive salary and comprehensive benefits offered, with a hybrid work model.

Benefits

Extended Health Coverage

Flexible Spending Accounts

401K Matching

PTO and Parental Leave

Employee and Family Assistance Program

Learning and growth opportunities

Pay transparency

Qualifications

• 4+ years of industry experience in data science, preferably in large-scale client-facing software.
• Experience deploying machine learning models into production.
• Ability to mentor and guide junior team members.

Responsibilities

• Identify opportunities for machine learning and automated data-driven services.
• Develop and own end-to-end machine learning systems.
• Communicate project goals, progress, and outcomes with teams.

Skills

Python programming

Machine learning libraries (scikit-learn, PyTorch)

SQL

Data visualization (Tableau)

Cloud environments (GCP, Databricks)

Education

Master's Degree in a STEM discipline

Job description

Overview

At Kabam, we’re constantly raising the bar of excellence in free-to-play gaming. We hire for passion and diversity so that we can triumph in our collective skill. Our teams are bound together by a collaborative nature, a fun-loving culture, and a drive to make great games. This is where you come in.

We are looking for a Senior Data Scientist with a focus on machine learning and statistical methods to change the way we make and operate our world-class games. This person will design, implement and own end-to-end production on machine learning systems in a cloud environment. If you want to foster a data-driven culture, focus on statistical testing and rigour, mentor junior team members, and work cross-functionally in a fast-paced industry, this may be the role for you.

Responsibilities

• Opportunity Identification and value assessment: Identify opportunities for machine learning and automated data-driven services in our products; assess potential value, risks and costs; architect solutions derived from functional and non-functional requirements.
• Data Extraction and Analysis: Use SQL to query our petabyte-scale data warehouse; conduct exploratory data analysis, statistical testing, and feature engineering; work with data engineers to form requirements for data pipelines and feature stores; review work for accuracy and completeness.
• Machine Learning System Ownership: Develop and own end-to-end machine learning systems; deploy models in a cloud environment (batch/real-time predictions, microservices, and monitoring); assist junior members; become a recognised expert in specific ML areas within the business.
• Statistical testing and experimental design: Design experiments with stakeholders; analyse results; contribute to the Bayesian A/B testing platform; communicate technical results to non-technical audiences; promote a statistically driven approach to problem solving.
• Communication and Collaboration: Communicate project goals, progress, and outcomes with production, design, and engineering teams; present data visually; work with senior stakeholders to understand future requirements.

Qualifications

• Master's Degree in a STEM discipline, preferably thesis-based
• 4+ years of industry experience in data science, preferably in large-scale client-facing software/web/applications
• Expert level Python programming skills
• Deep knowledge of machine learning libraries such as scikit-learn and PyTorch
• Experience deploying machine learning models into production
• Expert SQL skills and appreciation for data engineering principles
• Strong data visualization skills, preferably with Tableau
• Comfortable in cloud environments, particularly GCP and Databricks
• Ability to drive projects independently, navigate imperfect data or experimentation, and pivot goals with ease
• Ability to mentor and guide junior team members
• Clear, concise, and professional communication with staff at all levels; justify decisions and achieve peer consensus

Benefits and Workplace

• Extended Health Coverage from day one, including health, dental, life, disability, and extended paramedical services
• Flexible Spending Accounts including commuter benefits and dependent care
• 401K Matching with contribution matching
• PTO and Parental Leave including paid parental leave, unlimited PTO, volunteering time off, sick leave, and holiday closures
• Employee and Family Assistance Program for mental health and well-being support
• Learning and growth through regular sessions and a stipend for learning and personal development
• Pay transparency with clear career maps and pay range information
• Hybrid Work with in-office presence encouraged while supporting remote work

Salary: $128,000 - $143,000 a year. The typical hiring range listed is specific to candidates located in Vancouver. The salary will be determined based on knowledge, skills and competencies, with room to grow after joining. If your expectations don’t fully align with the range, considerations may be made based on experience.

Excited by this opportunity? Kabam is dedicated to growing a diverse and inclusive workforce. If your past experience doesn’t perfectly match the listed requirements, we encourage you to apply anyway. You could be a great fit for this or other positions.

About Kabam

Kabam is a world leader in developing entertaining, immersive, and highly social multiplayer games, bringing high-quality graphics, next-generation technology, and revolutionary gameplay to players around the world.

Kabam’s games include Marvel Contest of Champions and Shop Titans, among others, with hundreds of millions of downloads and multiple awards.

Founded in 2006, Kabam has studios and offices in Vancouver, Montreal, Charlottetown, Los Angeles, San Francisco, and Seoul. Kabam is a wholly owned subsidiary of Netmarble Games.

Kabam is an Equal Employment Opportunity employer committed to building a diverse and equitable workplace and inclusive environment for all employees. Employment decisions are based on candidate qualifications and business need, not on protected characteristics. Accommodations will be provided as requested during all aspects of the selection process.