Sr. Data Scientist - Pure Flix
Sony Pictures
Usa - Scottsdale - Pima Road - Affirm Entertainment, AZThis was removed by the employer on 8/18/2021 7:52:00 AM PST
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Full Time Job
Sr. Data Scientist - Pure Flix
Pure Flix is the worldwide leader in selecting and streaming faith and family-friendly media that changes lives, inspires hearts, and lifts the spirits of members like you and those you love. We are seeking a Senior Data Scientist with a focus on Machine Learning to join our growing team remotely or in our Scottsdale, Arizona location.
Responsibilities
include:
• Translate business strategy into machine learning vision -break down the vision into short and long-term plans.
• Work directly with a third party that provides recommendation technology, maintain responsibility for measurement and performance of recommendation engine.
• Create, maintain, and iterate on machine learning algorithms and machine learning systems.
• Collaborate with engineering (platform and data), UX research & design, and data insights teams to ensure we're driving the right metrics for our larger business. This may include work on user personas, predictive models around lifetime value and churn, A/B testing, sample balancing, and designing an achievement system.
• Participate in the larger data science initiatives throughout the company.
• Analyze traffic and performance, define and prioritize A/B testing opportunities based on effort and impact. Key member of conversion rate optimization team.
• Critical thinking and development of solutions for machine learning (ML) and/or natural language (NL) applications which includes writing test scripts and coding
• Developing and/or applying statistical modeling techniques; in particular, deep learning, optimization, and other ML techniques to different applications in business and engineering.
• Researching and implementing novel ML and statistical approaches to add value to the business.
• Identifying problems in entertainment that can benefit from the latest advancements in ML.
• Breaking down complex problems into approachable stages and bringing concepts to production.
Qualifications
• 5+ years working in a Data Science or Machine Learning type position
• 3+ years building churn models, LTV models, user segmentation, and/or other product and marketing focused predictive analytics
• Deep understanding and experience of Python
• Hands-on experience with deep learning toolkits and frameworks like PyTorch or TensorFlow
• Background in leading the strategy, designing and instituting ''production quality'' machine learning algorithms
• Ability to write complex SQL queries and a strong understanding of relational databases
• Extensive experience architecting complex algorithms/data products, extensive knowledge on recommendation systems preferred
• Any understanding or interest in learning the digital marketing landscape and measurement solutions - Google Analytics, Facebook Ads, HubSpot, Google Ads
• General understanding of user segmentation, AB testing, and performance marketing
• History of leading projects alongside other functions that produced pivotal work
• Ability to design and execute on research agenda
*Sony Pictures Entertainment is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, religion, sex, national origin, disability, veteran status, age, sexual orientation, gender identity, or other protected characteristics.
USA - Offsite/Home/Remote - WKH-0999, USA - Scottsdale - Pima Road - Affirm Entertainment