AI Engineer - Python/Java ML/AI

Cloud Analytics Technologies, LLC; Austin (TX); On-site; USD 140,000 - 230,000; Full time

Job summary

Cloud Analytics Technologies LLC in Austin, TX is seeking an AI/ML engineer to design and deliver applied analytics applications. You will work with LLMs, vector and graph databases, and retrieval-based systems, translating complex data science concepts into scalable solutions for real-world problems.

Collaborating with software engineers to implement practical design tradeoffs, evaluating models, and building end-to-end pipelines using Hugging Face, PyTorch, LangChain, and related tools.

Qualifications

• Background in applied data science via degree, bootcamp, or equivalent.
• Experience designing and delivering applications with sensible system tradeoffs.
• Experience integrating applications with large language models (LLMs).
• Familiarity with vector databases, graph databases, or structured retrieval.
• Ability to apply AI engineering practices (retrieval, context management, evaluation, MLOps) to engineers.
• Strong communication to translate technical findings into guidance.

Skills

Applied data science

Applications design

LLM integration

Vector/graph databases

AI engineering practices

Technical communication

Tools

Hugging Face Transformers

PyTorch

LangChain

MCP

Job description

• Applied data science background (degree coursework, immersive bootcamp, or equivalent applied experience).


• Proven ability to design and deliver applications, with experience making practical systems design tradeoffs.


• Experience building and integrating applications with LLMs.


• Experience with vector databases, graph databases, or other structured retrieval approaches.


• Ability to explain and apply AI engineering practices (retrieval, context management, evaluation methods, MLOps patterns) to other engineers.


• Strong communication skills to translate technical findings into clear guidance.

Preferred Qualifications

• Ability to rapidly learn and apply new model capabilities and emerging AI research.


• Ability to design and execute experiments with clear hypotheses, baselines, and success criteria.


• Experience designing and running LLM evaluation pipelines that combine quantitative and qualitative methods, balance precision–recall tradeoffs, and align metrics with user workflows.


• Familiarity with Hugging Face ecosystem (Transformers, Datasets, evaluation libraries).


• Experience with PyTorch for fine-tuning, evaluation, and lightweight model training.


• Experience implementing a variety of model integration approaches such as LangChain and MCP.

CLOUD ANALYTICS TECHNOLOGIES is an equal opportunity employer inclusive of female, minority, disability and veterans, (M/F/D/V). Hiring, promotion, transfer, compensation, benefits, discipline, termination and all other employment decisions are made without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, national origin, citizenship/immigration status, veteran status or any other protected status. CLOUD ANALYTICS TECHNOLOGIES will not make any posting or employment decision that does not comply with applicable laws relating to labor and employment, equal opportunity, employment eligibility requirements or related matters. Nor will CLOUD ANALYTICS TECHNOLOGIES require in a posting or otherwise U.S. citizenship or lawful permanent residency in the U.S. as a condition of employment except as necessary to comply with law, regulation, executive order, or federal, state, or local government contract

Equal Opportunity Employer

CLOUD ANALYTICS TECHNOLOGIES LLC is an equal opportunity employer inclusive of female, minority, disability and veterans, (M/F/D/V). Hiring, promotion, transfer, compensation, benefits, discipline, termination and all other employment decisions are made without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, national origin, citizenship/immigration status, veteran status or any other protected status. CLOUD ANALYTICS TECHNOLOGIES LLC will not make any posting or employment decision that does not comply with applicable laws relating to labor and employment, equal opportunity, employment eligibility requirements or related matters. Nor will CLOUD ANALYTICS TECHNOLOGIES LLC require in a posting or otherwise U.S. citizenship or lawful permanent residency in the U.S. as a condition of employment except as necessary to comply with law, regulation, executive order, or federal, state, or local government contract

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