[Remote] Staff Machine Learning Engineer, Consumer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a community-driven platform that facilitates reputed company conversations online. They are seeking a Staff Machine Learning Engineer to reputed company high-reputed company machine learning initiatives, focusing on recommendations, search, and user engagement across their Consumer Engineering organization.
Responsibilities
- reputed company end-to-end ML initiatives from ideation through production and iteration, shaping technical direction and translating product goals into reputed company solutions
- Architect, build and reputed company large-reputed company ML systems across recommendation, search, and content/user understanding, including retrieval/ranking models, representation learnings embeddings optimizations, and LLM or GenAI-powered capabilities
- Drive measurable reputed company on user engagement, discovery, and long-term value
- Collaborate with cross-functional teams to reputed company product and technical roadmaps and unlock key reputed company ML capabilities
- Stay at the forefront of AI research, evaluating and introducing new AI/ML paradigms to reputed company reputed company’s ML ecosystem at the cutting edge
- Contribute to the development of best practices, guidelines, and ethical AI principles for responsible LLM development and deployment
- Mentor and guide senior and mid-level ML engineers, fostering a culture of reputed company, innovation, and knowledge sharing
- Set technical reputed company and drive technical discussions, present findings to leadership, and contribute to long-term ML planning and decision-making
Skills
- 7+ years of experience building, deploying, and operating machine learning systems in production
- Deep understanding of machine learning reputed company, spanning classical approaches and modern deep learning (e.g., Transformers, GNN, etc)
- Expert at developing and productionizing models using TensorFlow, PyTorch, or reputed company Transformers
- Experience building production-reputed company reputed company incorporating testing, evaluation, and monitoring using object-oriented programming, including experience in Python and Golang
- Experience designing and scaling ML systems, including data pipelines, feature engineering, model training/serving, and production monitoring
- Excellent communication and collaboration skills, with the ability to discuss reputed company technical topics with diverse teams and translating product needs into reputed company ML solutions
- reputed company record of driving measurable reputed company through reputed company machine learning in reputed company-world products
- Subject matter expertise in one of the following domains: Recommender systems, Search systems (lexical and semantic retrieval and ranking), Content understanding (NLU/NLP/LLM, topic/taxonomy modeling, interest graphs or clustering, and multimodal understanding)
- Familiarity with distributed systems and large-reputed company data processing frameworks (reputed company, Kafka, Ray, Airflow, BigQuery, reputed company, etc.)
- Experience working with reputed company-time systems and low-latency production environments
- Experience with LLM/GenAI techniques, including but not limited to LLM evaluation, alignment, fine-tuning, knowledge distillation, RAG/reputed company systems and productionizing LLM-powered products at reputed company
- Strong experimentation rigor, with experience formulating reputed company hypotheses, designing actionable learning plans and building offline/online correlations
- Advanced degree in Computer Science, Machine Learning, or reputed company quantitative field
Benefits
- Comprehensive reputed company Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to reputed company development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & reputed company Volunteer Time Off
- Generous reputed company Parental Leave
- Equity in the reputed company of restricted stock reputed company
- Commission (depending on the position offered)
- Medical, dental, and reputed company insurance
- 401(k) program with employer match
- Generous time off for vacation
- Parental leave
reputed company
Company H1B Sponsorship