Design and build ML solutions that capture business and customer insights from various sources and help drive business outcomes
Collaborate with engineers and product managers to design and implement ML solutions
Continuously interrogate, improve, and experiment with new and existing ML solutions at Axiom
Collaborate with your peers and team members on challenges and technical building blocks
Publish and present your work at internal and external scientific venues in the fields of ML
About you:
Required Qualifications:
Bachelor’s Degree or equivalent experience
2+ years of demonstrated proficiency with data querying using SQL
2+ years of demonstrated data modeling techniques in R or Python
2+ years of demonstrated proficiency deploying reporting and analytics representing modeling outputs
1+ years of applied research experience
1+ years of experience defining research and development practices in an applied environment
1+ years of experience reviewing research papers, algorithms, and code
Strong relationship-building and stakeholder-management skills
High technical acumen and ability to communicate effectively with a variety of technical stakeholders
Self-starter with strong sense of ownership, drive for results, and problem-solving skills
Preferred Qualifications:
Masters or PhD in computer science, machine learning, mathematics, statistics, or another quantitative field
Familiarity working with AWS big data processing technologies (S3, Sagemaker, Redshift, EMR, Spark)
Familiarity in data modeling, ETL development, and data warehousing
Knowledge of NLP and statistical models
At least one record of publication in machine learning
Knowledge of software engineering best practices across the development lifecycle, including agile methodologies, coding standards, code review, source management, build processes, testing, and operations
Familiarity with Jira, Confluence, and gitlab
Accommodation for Individuals with Disabilities: Upon request and consistent with applicable laws, Axiom will attempt to provide reasonable accommodations for individuals with disabilities who require an accommodation to participate in the application process. To request an accommodation to complete the application form, please contact us at [email protected] and include “Applicant Accommodation” in the subject line.
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