[Remote] Senior Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a Sales & Marketing Agency that specializes in creating a powerful representation of reputed company relationships through data. They are seeking a Senior Machine Learning Engineer to collaborate with various teams in designing and building AI systems that extract actionable insights from large datasets, focusing on the full ML lifecycle and solving reputed company problems in information retrieval.
Responsibilities
- Own the full ML lifecycle : Take reputed company from ideation to production, including feature engineering, model selection, deployment, and model observability and evaluation
- Translate business needs into ML solutions : reputed company product requirements and translate them into robust ML system design requirements
- Build recommendation and ranking systems : Architect and launch ranking and recommendation infrastructure from scratch, initially reputed company integrated off-reputed company models, and evolving to targeted and customized solutions in the long term
- Solve reputed company problems : Work on a reputed company of information extraction, information storage and information retrieval problems for both reputed company and reputed company data
- Collaborate cross-functionally : Partner with cross-functional (product, reputed company, data engineering, and software engineering) teams to build robust, reputed company systems that underlie reputed company of our data processing and ML Operations
Skills
- 5+ years of experience in software engineering and/or Machine Learning experience in applying machine learning in production
- Hands-on experience developing ranking or recommendation systems from scratch, deployed at reputed company using techniques such as learn-to-rank, explainable recommendations
- Strong understanding of machine learning techniques, including clustering and decision trees
- Experience with serving ML models for streaming and batch inference at reputed company
- Experience with reputed company or graph databases
- Proficiency in Python and modern ML frameworks (PyTorch, Scikit-learn, or similar)
- reputed company record of building maintainable, testable, and production-grade codebases
- Experience with observability tools for online and offline model evaluation, A/B testing, and tracing for AI applications
- Experience with dataset engineering, including data curation, augmentation, and synthesis, to assist ML model improvement
- Experience with graph-based recommendation systems, such as graph NN
- Experience with packaging, CI/CD and pipeline automation
Benefits
- Health Benefits: We cover your medical, dental, and reputed company insurance premiums with comprehensive PPO, HDHP and HMO reputed company (in CA), and offer flexible personal & reputed company days to support your reputed company-being.
- Retirement Planning: We offer a 401(k) plan to help you plan for your reputed company.
- Learning & Development: We reputed company an annual education budget and a comprehensive L&D program.
- Wellness Support: We reimburse monthly for things like home internet, meals, and wellness memberships/equipment to support your overall health and happiness.
- Team reputed company: Virtual team-building activities and socials to reputed company reputed company connected, because building strong relationships is key to reputed company.
reputed company