Software Engineer, AI

Document Crunch; Austin (TX); Remote; USD 150,000 - 175,000; Full time

Job summary

Join a forward-thinking company as a Software Engineer specializing in AI. You will spearhead innovative AI/ML projects, developing advanced systems that enhance document analysis for the construction industry. This role offers the chance to work with cutting-edge technologies and collaborate with a passionate team dedicated to making a difference. With a strong emphasis on personal and professional growth, you'll thrive in an environment that values innovation, teamwork, and continuous improvement. If you're ready to take your career to the next level and contribute to impactful solutions, this opportunity is perfect for you.

Benefits

Competitive salary

Generous paid time off

World-class medical benefits

401k

Employee stock option program

Collaborative work environment

Qualifications

• Experience in AI/ML engineering roles with a focus on document analysis.
• Proven ability to lead AI/ML projects from conception to production.

Responsibilities

• Lead AI/ML strategy and implementation aligned with business objectives.
• Architect scalable ML systems and pipelines for document understanding.

Skills

Python

NLP algorithms

RAG systems

ML service integration

DevOps

Machine learning pipelines

Prompt engineering

Education

Bachelor's in Computer Science

Bachelor's in Machine Learning

Tools

AWS

Azure

Google Cloud

Job description

Document Crunch is seeking a mid-level Software Engineer, AI to join our amazing, tight-knit team.

We are looking for a Software Engineer, AI with expertise in Retrieval-Augmented Generation (RAG), AI/ML research, model training/fine-tuning, and ML service(s) integration. The ideal candidate will have a demonstrated history in machine learning, machine learning pipelines / infrastructure, natural language processing, prompt engineering, software engineering and some general devops / infrastructure. You will be responsible for researching, designing, developing, and deploying AI/ML services, and integrating them into our existing systems to enhance the functionality and efficiency of our products.

What makes Document Crunch a great place to work?

We're cutting-edge innovators. We're changing an industry. We're making a real difference. Document Crunch builds AI-powered software tools for the built world. As the construction industry's only document compliance platform, we simplify complex construction contracts and project documents, identifying critical risk provisions and providing teams with real-time guidance to make great decisions and comply with contractual obligations throughout the project lifecycle. We empower the industry, make it more efficient, reduce risks, and protect profits. Our company is people-focused and values-driven. We know that to achieve great things, you need a great team, and our "CRUNCHERS" go above and beyond in everything they do. In addition, everyone on our team stays true to our core values, a must if you'd like to become a Cruncher.

We Are Warmhearted

Our success is powered entirely by our people who are real and approachable. We foster an environment that is warm, fun and welcoming for everyone.

We Are Inspired

We care deeply about our mission and are inspired by our potential. If it was easy, everybody would do it, but we are striving for greatness. We take pride in being owners in this journey.

We Are Growth-Minded

Life is short and we want to make our time count. We invest in growth—personally and professionally. We never stop chasing our why.

Key Responsibilities

Lead AI/ML Strategy and Implementation

• Understand and execute the company's AI/ML roadmap, aligning with business objectives
• Design, implement and deploy advanced RAG systems to enhance document understanding and analysis capabilities
• Lead the integration of cutting-edge AI/ML solutions into existing products and services
• Work closely with DevOps engineers and cross functional teams to integrate AI/ML solutions into existing workflows or be able to design and deploy new workflows as needed
  
  
  

Advanced AI/ML Research and Development

• Spearhead research initiatives on state-of-the-art AI/ML algorithms and technologies
• Design and conduct experiments to solve challenging problems in document analysis and automation
• Work independently to ideate, research, prototype and experiment with novel RAG stack solutions
  
  
  

ML Architecture and Systems Design

• Architect scalable, efficient, and maintainable ML systems and pipelines
• Optimize ML system integration performance and resource utilization
• Design and implement ML monitoring and observability systems
  
  
  

Team Leadership and Mentorship

• Serve as an experienced source of ML knowledge to less experienced or non-technical cross functional team members
• Foster a culture of innovation, continuous learning, and best practices within the team
• Collaborate with cross-functional leaders to align AI initiatives with product and business strategies
  
  
  

Continuous Improvement and Innovation

• Stay at the forefront of AI/ML advancements and industry trends
• Identify and evaluate new technologies and methodologies for potential adoption
• Drive the adoption of best practices in AI systems evaluation and benchmarking
  
  
  

Requirements

Skills and Qualifications

Education

• Bachelor's in Computer Science, Machine Learning, or a related field
  
  
  

Technical Skills

• Proficiency in Python
• Strong understanding of NLP algorithms, including transformer architectures and large language models
• Extensive experience with RAG systems, knowledge graphs, vector databases, and semantic search technologies
• Advanced knowledge of cloud platforms (AWS, Azure, Google Cloud) and their ML services
• Expertise in LLM prompt engineering, fine-tuning, and evaluation
  
  
  

Experience

• Multiple years of professional experience in AI/ML related engineering roles
• Proven track record of leading complex AI/ML projects from conception to production
• Extensive experience with model deployment, MLOps, and maintaining ML systems in production, or equivalent experience with ML systems integration at scale
• Demonstrated ability to translate business requirements into technical solutions
  
  
  

Leadership And Soft Skills

• Strong leadership and team management skills
• Excellent problem-solving and analytical abilities
• Outstanding communication skills, able to explain complex technical concepts to diverse audiences
• Proven ability to influence and drive decision-making across teams and departments
  
  
  

Preferred Qualifications

• Experience in the construction or legal tech industry
• Contributions to open-source ML projects or research publications
• Experience in AI/ML research and development, with a focus on NLP and RAG at scale
• Hands-on experience leading the integration of ML models into production environments
  
  

We are currently hiring in Austin, TX and Atlanta, GA. While we are a remote first workplace, we want Crunchers in these locations to better facilitate periodic in-person meetings, get-togethers and training.

Benefits

• Competitive salary and benefits package
• Close to the ground floor of an incredibly high-growth business
• Substantial internal growth opportunities and emphasis on personal & professional development
• Generous paid time off policy
• World class medical, dental, and vision benefits
• 401k
• Participation in the employee stock option program
• Open-minded and collaborative work environment with a focus on results
  
  

We value diversity, equity, and inclusion in everything we do. It is our policy to provide equal opportunity to all people without regard to race, color, religion, national origin, marital status, veteran status, age, disability, pregnancy, sex, sexual orientation, gender identity or any other legally protected category.

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Industries

  IT Services and IT Consulting

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