Sigma Software
Senior Machine Learning Engineer (AdTech)
Job Description
Company Description
We are looking for passionate Machine Learning Specialists to help design, build, and support our high-quality, innovative video advertising platform.
Excited to innovate with us?
We look forward to having you on our team!
PROJECT
Our client helps the television industry to monetize their premium content through a robust technology platform, which enables consumers to view high-quality videos on any device including PC, smartphone, OTT device, set-top box, and traditional TV. The tech platform can handle billions of daily requests, process terabytes of raw daily data, and optimize clients’ business.
You as Machine Learning Engineer will join the Ad Intelligence and Forecasting team. This role involves looking at the history of the requests and forecasting by leveraging Machine Learning algorithms.
Job Description
- Design new software and web applications, support applications under development, and customize current applications
- Assists with the software update process for existing applications and roll-outs of software releases
- Provide technical leadership throughout the design process and recommend practices, procedures, and techniques
- Research, write, and edit documentation and technical requirements, including software designs, evaluation plans, test results, technical manuals, and formal recommendations and reports
- Produce technical specifications and determine operational feasibility
- Develop software verification plans and quality assurance procedures
- Integrate software components into a fully functional software system
- Partner with global engineering, product, and operations teams to further incorporate collective innovations
- Guide and mentor junior software engineers
- Provide support for the product during on-call rotations to resolve technical issues
Qualifications
- 5-8 years of hands-on work in Machine Learning and Big Data areas
- Extensive experience in machine learning algorithms implementation with Python or Scala languages
- Experience with data technologies such as Spark, distributed message queue systems (e.g. Kafka), etc
- Strong knowledge of the AWS Cloud Platform
- Experience with large system software design and development
- Experience with distributed systems and mission-critical systems is preferred
- Demonstrated expertise in problem-solving and technical innovation
- Strong passion for learning/practicing new technology
- Knowledge about SDLC, Agile, and Software Engineering Methodology
- Strong ability and persistence in technical support
- Strong sense of responsibility, commitment, and proactiveness
- At least an Upper-Intermediate level of English
WOULD BE A PLUS:
- Experience with Golang
- Experience in the Advertising industry
