דרושים Data Scientist Platform Intelligence ב-Samsung ב-United States, Mountain View

Role and Responsibilities

• Lead a data science team as a tech lead to deliver production-grade solutions, maximizing data value and optimizing our systems
• Develop optimization and machine learning solutions for various components of the ad serving system, including but not limited to targeting, pacing, pricing, and bidding
• Drive business growth by proposing and delivering end-to-end data science projects into production
• Proactively analyze the business health of the Samsung Ads ecosystem, identify product bottlenecks, uncover new business opportunities, support strategic decision-making, and propose technical solutions
• Develop metrics and measurement frameworks to assess machine learning models, attribution, incrementality testing, and campaign performances
• Communicate effectively and present to diverse audiences, including leadership teams, engineering stakeholders, and product owners

Experience Requirements:

• Master’s or PhD degree in science or engineering fields
• 6+ years of industry experience with a Master’s degree or 4+ years of industry experience with a PhD degree
• Solid theoretical background in data analytics, data mining, machine learning, and statistics
• Outstanding problem-solving skills and creative thinking to address open challenges in various fields
• Proficiency in SQL and databases
• Strong programming skills in Python, Go, or other OOP languages
• Experience with mainstream big data tools (e.g., Spark) and ML libraries (e.g., TensorFlow, PyTorch, Spark ML, etc.)
• Excellent communication and interpersonal skills

Preferred Experience Requirements:

• Hands-on experience with production-grade machine learning solutions and/or software development
• Experience with the advertising industry and real-time bidding (RTB) ecosystem
• Experience with advertising technology is ideal.
• Experience with ad pacing or bid optimization is ideal but not required.

• Working with our TV and Mobile product managers, lead the end-to-end development process for mini-games for Mobile, from conception and scoping to execution, release, and live operations.
• Define project scope clearly and produce detailed project requirement documents.
• Partner closely with engineering teams to ensure technical feasibility, robust documentation, and best-in-class developer experience.
• Collaborate with internal stakeholders across product, engineering, and design to ensure capabilities, features and objectives align with strategic business objectives and user engagement goals.
• Champion the user and developer experience through strong product thinking, usability improvements, and rapid iteration based on performance and partner feedback.
• Function as the creative owner of the game projects, ensuring that each game is fun, exciting, and enjoyable for our users.
• Review and evaluate game pitches from external developers, collaborating with internal stakeholders to greenlight projects that align with strategic goals.
• Manage and coordinate with third-party development teams, ensuring alignment with project goals, timelines, and quality standards.
• Track project progress, proactively manage timelines, and ensure that milestones and deadlines are consistently met.
• Identify, communicate, and manage potential risks and roadblocks to ensure smooth project progression.
• Regularly report project status to internal stakeholders, providing clear visibility into project health and progress.
• Facilitate stakeholder reviews, collect feedback systematically, and integrate feedback effectively into ongoing game development.
• Coordinate with external vendors to procure and deliver necessary assets to development teams efficiently.
• Oversee the successful delivery and launch of games, ensuring high-quality standards are consistently met.
• Manage post-launch game enhancements to continually optimize performance, user engagement, and overall player experience.

• 7 + years of professional experience leading creative projects in game development, particularly in developing small games or casual gaming experiences.
• Strong technical understanding of interactive media platforms, SDK development, and documentation standards.
• Demonstrated success in building or scaling platform tools for third-party developers, especially in gaming or entertainment.
• Excellent communication skills with a knack for translating complex technical concepts into accessible, partner-friendly documentation.
• Proven ability to work cross-functionally and drive alignment between engineering, product, and external development partners.
• Passion for innovation in gaming, interactive media, and the future of content engagement on connected TVs.
• Passion for creating high-quality, engaging game experiences tailored for connected TV and Mobile platforms.

C

Role and Responsibilities

Bachelor’s degree in Computer Science, Computer Engineering, Information Technology, a related field, or a foreign equivalent plus 8 years of progressively responsible postbaccalaureate experience in job offered or any related engineering job titles.

Applicants must possess 8 years of experience in the following: (1) Software development life cycle including coding standards, code reviews, source control management, build processes, testing, and operations; (2) Development in Node.js and JavaScript; (3) Building REST based reactive Microservices platform and Leveraging frameworks like Hapi.js and / or Express.js; (4) Relational and NoSQL databases PostgreSQL, RethinkDB, or MongoDB; (5) search and analytics tools and technologies ElasticSearch and Kibana; (6) event/message driven system design and architecture; (7) leveraging technologies including RabbitMQ and Kafka; (8) data structures, algorithms, enterprise systems, and asynchronous architectures; (9) DevOps process and tooling for deployment, monitoring and site reliability engineering; (10) Managing Applications in the Cloud including leveraging technologies Kubernetes, Docker and AWS.

Role and Responsibilities

In this role, the Platform Solutions Partner will gain a deep understanding of the full Ad Platforms stack along with several accounts in a category/vertical.

Primary Responsibilities:

• Serve as the point of contact for clients helping them navigate Samsung’s Ads Manager platform, helping define tailored advertising strategies, ensuring campaigns are aligned with their key business objectives providing support throughout the campaign lifecycle.
• Understand client goals: Act as a trusted advisor by deeply understanding client business objectives, advertising strategies, and helping client make informed decisions to maximize ROI.
• Upselling: Promote new Samsung’s Ads Manager product features growing client’s revenue on platform to highest potential
• Consultative Support: help dedicated clients get the most out of Samsung Ads Manager, offering best practices, campaign optimization tips, and strategic recommendations to improve ad performance.
• Deep understanding of Samsung Ads Manager advertising products and analytics tools. A focus on teaching SMBs how to use the platform effectively is key.

Qualifications:

• 4 years’ experience in digital marketing, a background in sales, or Ops with strong analytical skills
• Understanding of the video and connected TV media ecosystem
• Excellent communication and relationship management skills, strong customer service
• Strong organizational skills and the ability to manage multiple clients and campaigns simultaneously.
• Troubleshooting & Problem Solving - Working to resolve client issues related to platform functionality
• Cross Functional Collaboration
• Builders mindset and entrepreneurial spirit
• Bachelor's Degree required