Job Information
ICONMA, LLC AIML - Senior Backend Software Engineering, Data and ML Innovation in United States
Our Client, a Consumer Products And Software Services company, is looking for a AIML - Senior Backend Software Engineering, Data and ML Innovation for their Cupertino, CA/Hybrid location. Responsibilities:
Contribute to model hillclimbing for Client Intelligence features that leverage Client Foundation Models, and work with the people who built the intelligent products that helps millions of people get things done — just by asking or typing!
The vision for the AI/ML FM Data organization is to improve Foundation Models by leveraging data from a variety of sources: crawl, license, vendor and internal crowd-sourcing. As a Senior Software Engineering on the team, you will drive backend innovations, identify key opportunity areas where data can play a crucial role and experiment with various data augmentation strategies to improve model training efficiency and performance..
Tack record in building scalable pipelines and services. Join us, and impact hundreds of millions of customers across billions of their interactions with foundation model powered Client Intelligence features, that are available on Client, HomePod, Mac, Watch, CarPlay , and tv across more than 30 languages!
Training data pipeline development. Convert raw data into format acceptable by training jobs on GCP and AWS.
Leverage internal and open-sourced training modules.
Large scale inferences:
Leverage internal and open-sourced inference stack to generate inferences with fine-tuned
LLMs on massive amounts of data, for pre-train and post-training
Data processing and data filtering: Have the ability to efficiently process and filter very large amounts of data, often times messy .
Scalable web services backend and APIs to support data access and data inspection tools
Requirements:
BS in Computer Science or Equivalent
10+ years of programming experience in Python. Extensive experiences in concurrency and parallelism, functional programming, decorators. Familiarity in other programming languages (Java/GoLang/Rust/Swift)
Proficient in REST API, Redis, VectorDB or other large scale data storage systems
Solid foundational programming skills (algorithms, data structures, OOP , etc)
Experience designing, writing, reviewing, testing and delivering software for applications and systems at scale
Familiarity with streaming-processing (Kafka). Familiarity with a variety of build tools (Jenkins, Maven, Docker, Gradle)
Experience providing architecture and design guidance
A good communicator with clear and concise, active listening and empathy skills.
Are self-motivated and curious. Strive to continually learn on the job.
Have demonstrated creative and critical thinking with an innate drive to improve how things work. Have a high tolerance for ambiguity
Why Should You Apply?
Health Benefits
Referral Program
Excellent growth and advancement opportunities
ICONMA is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to any status protected by applicable law.