Senior Software Engineer, AI

Posted 2024-09-28

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💎 Seniority level: Senior, Multiple years of professional experience in AI/ML related engineering roles

📍 Location: Austin, Texas, Atlanta, Georgia, United States

🔍 Industry: Construction or legal tech

🏢 Company: Document Crunch

🗣️ Languages: English

⏳ Experience: Multiple years of professional experience in AI/ML related engineering roles

🪄 Skills: AWSLeadershipPythonMachine LearningStrategyAlgorithmsAzureCommunication Skills

Requirements:

Bachelor’s, Master's or PhD in Computer Science, Machine Learning, or a related field
Expert proficiency in Python
Expert understanding of NLP algorithms, including transformer architectures and large language models
Extensive experience and understanding of 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
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
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

Responsibilities:

Help guide and execute the company's AI/ML roadmap, aligning with business objectives
Research, 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
Design and 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
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
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
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

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Senior Software Engineer, AI

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