Data Scientist
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Role details
Tech stack
Job description
- Fine-tune and evaluate foundation models for Entrata-specific use cases using supervised fine-tuning and other post-training methods.
- Design and curate high-quality training datasets, including instruction data, preference data, and synthetic data.
- Develop evaluation frameworks and benchmarks to measure model accuracy, reasoning, reliability, and task performance.
- Conduct experiments to determine which models, datasets, prompts, and training approaches perform best for specific use cases.
- Perform model error analysis and identify opportunities to improve model behavior and output quality.
- Partner with machine learning engineers to move successful experiments into production.
- Develop approaches for measuring and improving model safety, consistency, and enterprise readiness.
- Translate business and product problems into measurable machine learning objectives.
Requirements
- 5+ years of experience in data science, machine learning, applied AI, or a related field.
- Hands-on experience working with large language models, including fine-tuning, evaluation, or model adaptation.
- Strong proficiency in Python and common machine learning frameworks.
- Experience designing experiments, analyzing model performance, and working with large datasets.
- Strong understanding of supervised learning, model evaluation, and statistical analysis.
- Experience building or evaluating machine learning systems in production environments.
- Ability to communicate technical findings clearly to engineering, product, and business stakeholders., * Experience with supervised fine-tuning, preference optimization, or other LLM post-training techniques.
- Experience creating synthetic training data or model-generated datasets.
- Experience building LLM evaluation frameworks, benchmark suites, or automated quality measurement systems.
- Familiarity with agentic AI systems, tool use, and retrieval-based applications.
- Experience working with enterprise, financial, legal, operational, or other domain-specific AI applications.
- Master’s degree in Computer Science, Machine Learning, Statistics, Mathematics, or a related quantitative field, or equivalent practical experience.
Benefits & conditions
$133,100 - $213,200 a year This band covers the full salary range for the role. Your offer within this range will depend on factors like experience, skills, and internal equity. Level - P4 Benefits: Flexible and transparent culture with remote and hybrid work options, generous vacation time, and frequent company recharge days for work-life balance. Comprehensive medical, dental, and vision coverage, including fertility benefits, available for eligible employees and their families. HSA/FSA options and employer-paid disability benefits provided for eligible employees. Access to 401(k) or similar retirement plans with employer matching for eligible employees, ensuring long-term financial security. Wellness initiatives promoting physical and mental well-being, access to an onsite gym at HQ, gym memberships, mental health resources, wellness challenges, and employee assistance programs. Entrata Cares programs offers opportunities for volunteerism, charity events, and giving back to our community. Exclusive Previ cell phone plan and discounts on services or local business partnerships for additional employee benefits. Bi-annual swag drops for employees Currently, Entrata hires in Arizona, Idaho, Utah, Wyoming, Texas, North Carolina, Florida, Georgia, South Carolina, Ohio, Pennsylvania, and Illinois for Exempt roles and Arizona, Idaho, Utah, Wyoming, Texas, North Carolina, and Florida for Non-Exempt roles. Entrata is dedicated to creating a workplace where a diverse and inclusive team thrives in an environment free from discrimination. We provide equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, protected veteran status, or any other applicable characteristics protected by law. It’s a great place to work! Will you join us?
About the company
Since 2003, Entrata has evolved from a visionary, student-led startup into a global leader in AI-driven property management technology. Today, we power the industry’s most essential operating system, serving owners and residents worldwide through a comprehensive suite of intelligent leasing, payment, and communication tools powered by cutting-edge AI. With a proven track record of sustained growth and a global team of more than 2,200 employees, we offer the rare combination of established stability and high-velocity innovation. Recognized by the Silicon Slopes Hall of Fame and the Utah Business Fast 50, Entrata fosters a culture of radical transparency and entrepreneurial energy. At Entrata, we create an environment where different perspectives are valued and respected. Those perspectives challenge assumptions, strengthen our decisions, and raise the bar as we reshape the global living experience through AI-powered solutions.
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