What are the responsibilities and job description for the Sr. Data Science Engineer, Realm-X position at AppFolio, Inc?
Description
Hi, We’re AppFolio
We’re innovators, changemakers, and collaborators. We’re more than just a software company – we’re pioneers in cloud and AI who deliver magical experiences that make our customers’ lives easier. We’re revolutionizing how people do business in the real estate industry, and we want your ideas, enthusiasm, and passion to help us keep innovating.
What we’re looking for
We are looking for a Sr. Data Science Engineer to join the Data Science & Analytics Department. You will be instrumental in developing data models for our chat-to-data skill in Realm-X Assistant, structuring our product data in the most optimized fashion for customer and LLM interpretation, evaluating model performance and crafting success metrics of this novel AI product offering, and contributing to our Machine Learning codebase for transforming users' natural text queries into data / insights.
Your impact
- Perform data discovery of stakeholders' needs, help design solutions, and collaborate with engineering on how their infrastructure should affect data transformation design.
- Design and enhance data models, schemas, quality testing, and database designs to support efficient data streaming in production.
- Partner where applicable to develop data documentation, including data dictionaries, data lineage, and integration processes.
- Collaborate with Engineering and Product teams to ideate on permutations of data structures that cater to multiple enterprise-scale products and applications.
- Evaluate the performance of LLMs in different experimental conditions with variations in training data, fine-tuning techniques, or model architectures.
- Embed with a team of software engineers, data engineers, and ML Engineers to build the foundational data models that power LLMs
- Produce and build tracking of various product success metrics related to conversational quality, coherence, relevance, and user satisfaction.
Must have
Nice to have
Compensation & BenefitsThe base salary / hourly wage that we reasonably expect to pay for this role is : $138,400-$173,000The actual base salary / hourly wage for this role will be determined by a variety of factors, including but not limited to : the candidate’s skills, education, experience, etc. Please note that base pay is one important aspect of a compelling Total Rewards package. The base pay range indicated here does not include any additional benefits or bonuses / commissions that you may be eligible for based on your role and / or employment type. Regular full-time employees are eligible for benefits - .
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Why AppFolio
Grow | We enable a culture of high performance, where delivering results is recognized by opportunities for growth and compelling total rewards. Our challenging and meaningful work drive the growth of our business, and ourselves.
Learn | We partner with you to realize your potential by investing in you from the start. We're cultivating a team of big thinkers through coaching and mentorship with our best-in-class leaders, and giving you the time and tools to develop your skills.
Impact | We are creating a world where living in, investing in, managing, and supporting communities feels magical and effortless, freeing people to thrive. We do this by innovating with purpose while cultivating a culture of impact. We learn as much from each other as we do our customers and our communities.
Connect | We excel at hybrid work by fostering an environment that feels flexible, personal and connected, no matter where we are. We create space to fuel innovation and collaboration, and we come together to celebrate, connect, and succeed.
Paddle as One.
Salary : $138,400 - $173,000