Staff Machine Learning Engineer 2
Staff Machine Learning Engineer 2
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Job Description
Overview
We are looking for a Senior Data Scientist todesignand build out data science solutions to enable our AIbased products which use advanced knowledge of ML and engineering to accelerate innovation in K12 education. The perfect candidate will have strong skills in machine learning NLP and statistics with a good understanding of applying Generative AI in various use cases a proven track record of collaborating and iteratively implementing dataintensive solutions strong operational skills to drive efficiency and speed and effective project leadership. You will be a part of a fastgrowing team. You will educate stakeholders mentor team members and have a significant stake in defining the future of our AI based products.
Responsibilities
Description
Essential duties and responsibilities include the following. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
- Design build and maintain statistical NLP machine learning and deep learning models to solve problems in personalized learning recommendation better outcomes for students teachers and education
- Work closely with machine learning and data engineers to build out machine learning and LLM driven AI solutions incrementally and securely
- ChampionMLOpsbest practices
- Work closely with the product management and development teams to rapidly translate the understanding of customer data and requirements to product and solutions
- Brainstorm new ideas in K12 education space and design POCs quickly
- Maintain an excellent understanding of the businesss longterm goals and strategy and ensures that the design and architecture are aligned with these
- Research and experiment with emerging technologies tools and use cases related to Generative AI and LLM
- Adhere to software engineering best practices including continuous delivery and version control
Nice to Haves
- Ability to deal with scenarios where there is lack of data and use case ambiguity especially related to new product or feature
- Ability to work with team members in different time zones globally
- Experience with various cloud tools (AWS and Azure tools) and models at scale
- Experience withSagemakerpipeline orSagemakerProjects
- Experience in topic modeling NER probabilistic language models transformerbased language models LLM
- Experience working with Ethical values Explainability Bias/Sensitivity of AI
Qualifications
To be considered for and to perform this job successfully an individual must be able to perform each essential duty and responsibility satisfactorily. The requirements listed below are representative of the knowledge skill and/or ability required.
Qualifications include:
- Nuanced understanding of modern Deep Learning language representation techniques with the ability to design and implement novel Deep Learning solutions
- Mastery ofTensorflow/Pytorch/Kerasframeworks for implementing and optimizing deep learning algorithms for training quality and serving performance
- Exposure to industry open source or academic research particularly in deep learning NLP and LLMs
- Extensive experience building applications using LLMs RAG Agents
- Deep understanding of many different quality metrics (MRR F1 NDCG Recall/Precision etc. and the tradeoffs of each with the ability to design ensemble metrics that correlate to business KPIs
- Extensive experience shipping products and features MLOps CI/CD Git
- Strong algorithms data structures and coding background with primarily Python or Java C or Scala programming experience
- Experience with software engineering standard methodologies (unit testing code reviews design document continuous delivery)
- Ability to conceptualize and articulate ideas clearly and concisely
- A great team player who can bend his/her ways to help the team as needed
- Extensive experience with advanced AI/ML techniques concerning ranking recommendation and personalization (e.g. natural networks/deep learning reinforcement learning A/B testing Natural Language Processing Generative AI etc.
- Experience with applying Reinforcement Learning in production scenarios is a plus.
- Preferably PhD or Masters in Computer Science Math Physics or other technical fields with 7 years of experience
EEO Commitment
EEO Commitment
PowerSchool celebrates a diverse and inclusive workplace. PowerSchool is an equal opportunity employer and does not discriminate on the basis of race national origin gender gender identity sexual orientation protected veteran status disability age or other legally protected status. Our inclusive culture empowers PowerSchoolers to deliver the best results for our customers. We not only celebrate the diversity of our workforce we celebrate the diverse ways we work. If you have a disability and need an accommodation regarding our recruiting process please let us know by emailing
Required Experience:
Staff IC
Employment Type
Full-Time
