... agent-based systems. * Lead the design and oversight of AI-enabled systems, including prompt engineering strategies, retrieval-augmented generation (RAG), embeddings, and agentic workflows.
... agent-based systems. * Lead the design and oversight of AI-enabled systems, including prompt engineering strategies, retrieval-augmented generation (RAG), embeddings, and agentic workflows.
Ai Agent Developer information
See Naples, FL salary details
$32.4K is the 25th percentile. Wages below this are outliers.
$27.3K - $33.3K
30% of jobs
$33.3K - $39.4K
15% of jobs
The median wage is $40.6K / yr.
$39.4K - $45.4K
24% of jobs
$47.2K is the 75th percentile. Wages above this are outliers.
$45.4K - $51.5K
20% of jobs
$51.5K - $57.5K
8% of jobs
$57.5K - $63.5K
1% of jobs
$63.5K - $69.6K
0% of jobs
$69.6K - $75.6K
0% of jobs
$75.6K - $81.6K
0% of jobs
$81.6K - $87.7K
0% of jobs
$87.7K - $93.7K
2% of jobs
$27.3K
$45.1K
$93.7K
How much do ai agent developer jobs pay per year?
What is an AI agent developer?
An AI Agent Developer designs, builds, and optimizes intelligent software agents that can autonomously perform tasks, make decisions, and interact with users or other systems. This role involves working with machine learning, natural language processing, reinforcement learning, and multi-agent systems to create adaptive and efficient AI solutions. Developers in this field often utilize frameworks like LangChain, AutoGPT, or OpenAI API to enhance agent capabilities. Their work spans various industries, including customer service automation, finance, gaming, and robotics.
What are some common challenges faced by AI agent developers in their daily work?
AI Agent Developers often encounter challenges such as managing large and complex datasets, optimizing agent performance, and ensuring models behave ethically and reliably in unpredictable environments. It’s common to iterate frequently on prototypes, test against edge cases, and fine-tune algorithms based on real-world feedback. Collaboration with data scientists, software engineers, and stakeholders is crucial to understand project goals and adapt solutions accordingly. Overcoming these challenges requires technical flexibility, persistence, and a strong teamwork mindset.
What are the key skills and qualifications needed to thrive in the AI agent developer position, and why are they important?
To thrive as an AI Agent Developer, you need strong programming skills (particularly in Python), a deep understanding of machine learning concepts, and a relevant degree in computer science or a related field. Expertise with AI development frameworks (such as TensorFlow, PyTorch, or OpenAI Gym), cloud platforms, and potentially certifications in AI or data science are common requirements. Creative problem-solving, effective teamwork, and strong communication skills help distinguish top performers in this role. These competencies are essential to designing, implementing, and refining intelligent agents that function reliably in real-world applications.
How to become an AI agent developer?
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Manager of Data Science
Naples, FL
7.0
Based on 29 frontline employees who took The Breakroom Quiz
21st of 23 rated bookkeepers and accountants
Respectful managers
Uninterrupted breaks
Full-time
Medical, Dental, Vision, Retirement
Re-posted 5 days ago
Job description
CLA is a top 10 national professional services firm where our purpose is to create opportunities every day, for our clients, our people, and our communities through industry-focused wealth advisory, digital, audit, tax, consulting, and outsourcing services. Even with more than 8,500 people, 130 U.S. locations, and a global reach, we promise to know you and help you.
CLA is dedicated to building a culture that invites different beliefs and perspectives to the table, so we can truly know and help our clients, communities, and each other.
CLA is looking to hire a Data Science Director to join our growing Internal IT team.
About the role:
CLA is looking to hire a Manger of Data Science
This role constructs complex solutions that integrate data wrangling, visualization, and advanced modeling techniques into a seamless workflow using software development best practices in R, Python, or other scripting languages. They are comfortable working with APIs, web scraping, and SQL/no-SQL databases. They automate business workflows while integrating stochastic/numeric algorithms in the process. This role will develop more autonomy to develop solutions and will lead others, take on administrative tasks, perform support roles, and get involved in new business development.
As Manager of Data Science, you will have to following responsibilities:
- Provide daytoday leadership, coaching, development, and performance management.
- Mentor and guide analysts, supporting onboarding, skill development, and continuous learning across career stages.
- Conduct workload planning, prioritization, and resource allocation to support multiple concurrent initiatives.
- Build and sustain a highperforming team culture rooted in collaboration, quality, accountability, and innovation.
Technical Oversight
- Lead and oversee large scale analytical and AI initiatives, including data acquisition, transformation, modeling, AI system development, automation, and insight generation.
- Provide technical oversight and review of analytical approaches, models, and AI systems to ensure sound methodology, reproducibility, and scientific rigor.
- Guide the development and application of advanced statistical, machine learning, and AI-driven solutions, including predictive models, computer vision, large language models (LLMs), and agent-based systems.
- Lead the design and oversight of AI-enabled systems, including prompt engineering strategies, retrieval-augmented generation (RAG), embeddings, and agentic workflows.
- Establish and evolve analytical and AI best practices, documentation standards, and technical frameworks across the team.
- Ensure standards for model and AI system validation, monitoring, evaluation, documentation, and responsible AI use are consistently applied.
- Partner with engineering, IT, and data platform teams to enable scalable, reliable, and well governed solutions.
Workflow Management
- Own delivery outcomes for data science and AI workstreams, ensuring solutions meet quality, performance, and business expectations.
- Translate business objectives into clear analytical and AI priorities, balancing near term delivery with long term capability building.
- Oversee planning, prioritization, and resourcing across projects and teams.
- Monitor solution performance, validation results, and model or AI system stability; guide troubleshooting of complex data, model, or AI issues.
- Ensure solutions are productionized effectively, with clear ownership, monitoring, and integration into business workflows.
- Establish, refine, and enforce standards for documentation, reproducibility, quality assurance, and governance.
- Remove obstacles, manage risks, and ensure consistent execution across initiatives.
CrossFunctional Collaboration
- Serve as a primary point of contact for business and functional leaders on analytics and AI initiatives.
- Partner with stakeholders to define business questions, success metrics, analytical frameworks, and delivery expectations.
- Coordinate work across teams, offices, and disciplines to ensure alignment of analytical and AI approaches and outcomes.
- Communicate progress, risks, and results clearly to both technical and non technical audiences.
- Evaluate and recommend adoption of new data sources, technologies, and analytical and AI tools.
- Contribute to enterprise level analytics and AI strategy, including identifying high impact use cases and guiding their transition from concept to production.
What you will need:
8 years of relevant experience required.
- Experience in data analytics, statistics, data science, AI, financial consulting, computer science or related field required.
- Experience with APIs, web scraping, SQL/no-SQL databases, and cloud-based data solutions required.
- Supervisory experience required.
Education
Bachelor's degree is required. Combination of relevant experience, education, and training may be accepted in lieu of degree.
- Degree in Statistics, Computer Science, Economics, Analytics, Data Science (e.g., Informatics, Data Science, Health Data Science), AI, or related field preferred.
- Masters in a Data Science/Analytics/AI is a plus
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Wellness at CLA
To support our CLA family members, we focus on their physical, financial, social, and emotional well-being and offer comprehensive benefit options that include health, dental, vision, 401k and much more.
To view a complete list of benefits, click here.
About CliftonLarsonAllen
Sourced by ZipRecruiter
CliftonLarsonAllen (CLA) is a leading professional services company based in Minneapolis, MN, US. CLA operates in the accounting industry and offers a broad range of products and services such as wealth advisory, outsourcing, audit, tax, and consulting services. The company was founded in 1953 with a merger between two firms, Clifton Gunderson and LarsonAllen, in 2012. Working in accordance with their mission to create opportunities for clients, people, and communities, they have established a presence across the US, serving privately held businesses, non-profits, and governmental entities. Recognized for their contributions, CLA has received accolades such as the Innovative Firm of the Year award.
Industry
Accounting services
Company size
5,001 - 10,000 Employees
Headquarters location
Minneapolis, MN, US
Year founded
2012
Website
What CliftonLarsonAllen employees say
Pay
Benefits
Hours and flexibility
Workplace
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