Senior Software Engineer – Machine Learning from INSPYR Solutions
Santa Monica, CA 90404
About the Job
Title: Senior Software Engineer (Machine Learning)
Location: Remote (US/PST)
Duration: Long Term Project - 12+ months
Compensation: $85-100/hr.
Work Requirements: US Citizen, GC Holders or Authorized to Work in the U.S.
Ad Platforms organization within Technology is fully responsible for building, enhancing and maintaining the high-performance, distributed, microservice-based Advertising Platform across all online properties. We build and maintain proprietary technology, ranging from ad serving and ad delivery, campaign management, reporting as well as all the integrations internal and external that come with evolving and maintaining a best-in-class video advertising business.
The Ad Intelligence team is under Ad Platforms and its mission is to transform advertising and Ad platform with data and AI across TV and streaming video. We build solutions to measure and optimize every aspect of the advertising life cycle. Our tenant is a strong cross-domain team to deliver E2E solutions covering tech areas ranging from machine learning, big data, microservices to data visualization. Our team is seeking a lead research software developer who will be an outstanding addition and leading development for prediction or optimization engines for addressable ad platforms. The right person for this role should be experienced in crafting implementation for either machine learning technologies or data-driven algorithms. If you are someone who is proactive, inquisitive, and innovative in these domains, this is a phenomenal role for you!
Basic Qualification: WHAT YOU'LL DO
- Drive ground-breaking innovation and apply state of the art machine learning in a variety of areas to boost in every aspect of advertising, including inventory forecasting, planning, pricing, targeting, decisioning, and efficient ad delivery.
- Invent and iterate novel solutions to challenging ad related problems in fast turnaround.
- Lead the ads algorithm architecture design and iteration of the advertising system.
- Develop scalable and efficient methods for large scale data analysis and model development.
- Build and experiment brand new algorithms and models e2e throughout production rollout and continuous optimization.
- Collaborate with engineering teams, program managers, and product managers in an open, and creative environment.
- Mentor team members and guide their technical development.
- MS or PhD(Preferred) in computer science or equivalent experience
- At least 5 years of working experience on large scale machine learning, and statistics in leading internet companies.
- Experience with forecasting algorithm is highly desirable.
- Experience in the advertising domain is preferred.
- Solid understanding on ML technologies, mathematics and statistics.
- Proficient with Java, Python, Scala, large scale ML/DL platforms and processing tech stack.
- Passion to understand the ad business and apply accurate research study according to the business scenario, and seek innovation opportunities to enhance business effectiveness
- Passion for technology, open to interdisciplinary work, and experience in building data-driven services and applications.
- Proven track record of thriving in a fast-paced, data-driven, collaborative and iterative applied research environment is required.
- Experience in digital video advertising or digital marketing domain
- Experience with CTR/CVR model, generative AI
- Experience with feature store, audience segmentation and MLOps
- Experience with Tensorflow, Kubeflow or Sagemaker
Preferred Education: MS or PhD (Preferred) in computer science
Our benefits package includes: (EXCLUDE on perm placements)
- Comprehensive medical benefits
- Competitive pay
- 401(k) retirement plan
- …and much more!
About INSPYR Solutions
Technology is our focus and quality is our commitment. As a national expert in delivering flexible technology and talent solutions, we strategically align industry and technical expertise with our clients' business objectives and cultural needs. Our solutions are tailored to each client and include a wide variety of professional services, project, and talent solutions. By always striving for excellence and focusing on the human aspect of our business, we work seamlessly with our talent and clients to match the right solutions to the right opportunities. Learn more about us at inspyrsolutions.com.
INSPYR Solutions provides Equal Employment Opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, or genetics. In addition to federal law requirements, INSPYR Solutions complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities.