Role Description We are seeking a highly motivated and experienced AI/RL Software Engineer based in Greece to join our team. The ideal candidate will have a strong background in Python programming and a deep understanding of machine learning, reinforcement learning techniques and practical experience integrating LLMs and coordinating modular agents using Message Control Protocol (MCP). - Develop novel reinforcement learning algorithms to solve complex, real-world problems. - Integrate Large Language Models (LLMs) to enhance agent reasoning, threat intelligence, or human-machine interactions. - Implement and extend Message Control Protocol (MCP) to enable coordinated behavior across modular AI components or multi-agent systems. - Prototype new methods and help transition successful prototypes into deployed solutions. - Collaborate with cross-functional teams (Data Science, Engineering, Product) to integrate and deploy RL models in production. - Conduct thorough evaluations of model performance using appropriate experimental design and statistical analysis. - Write clean, maintainable and well-documented code. - Participate in code reviews and ensure the code quality of your team. - Troubleshoot and debug complex software issues. Qualifications - A Master’s or Ph.D. degree in Computer Science, Electrical Engineering, Mathematics, Statistics, or a related field, or equivalent practical experience. - Strong proficiency in Python programming language and experience with popular machine learning libraries. - Experience with reinforcement learning, specifically with OpenAI Gym. - Knowledge of Cybersecurity principles, tools and techniques. - Experience with container-based environments. - Exceptional analytical, conceptual and problem-solving abilities. - Excellent oral presentation and technical writing skills (English). - Ability to work independently as well as part of a team. - Motivated and self-driving personnel. Requirements - Experience with Kubernetes, Kafka, APIs. - Familiarity with cloud computing platforms such as AWS or Azure. - Experience with DevOps practices and CI/CD pipelines. Benefits - Highly competitive salary reviewed upwards on a regular basis. - Working from home: Hit your goals from the comfort of your home because we value performance, not the place. - Participation in state-of-the-art project and tech challenges and participation in large-scale projects. - Personal and professional development, amongst industry experts and talented people. - Continuous learning, having access to board resources. - Onboarding plan and training so that you have a smooth induction and feel confident and ready to take over your new role. - Equipment support so you have all the tools to do effectively and efficiently your work. - No dress code as we want you to be as comfortable as possible. Company Description At AI2CYBER, we are a cybersecurity firm dedicated to providing cutting-edge solutions to protect businesses and individuals from evolving cyber threats. Our mission is to empower organisations to navigate the complex cybersecurity landscape with confidence. We believe that by combining robust security solutions, continuous improvement, and a proactive mindset, we can help our clients stay one step ahead of cyber attackers. We are committed to building a safer digital world and are passionate about making a positive impact in the industry.

Role Description Our client is a small, fast-moving technology business focused on delivering practical, on-premise AI solutions to commercial customers. Their solutions run on dedicated AI servers and integrate: - Local LLMs (Ollama) - Retrieval Augmented Generation (RAG) - SQL-based ERP systems - Python (FastAPI) APIs - Open WebUI interfaces They are looking for an Intermediate AI / Full-Stack Developer who is hands-on, solution-oriented, and comfortable working across the full stack. This is not a narrow role — you’ll work directly on real production systems and gradually take ownership of a deployed AI solution, enhancing it over time and helping scale it to additional customers. Location: Remote (Durban-based candidates preferred for occasional in-person meetings) Qualifications - 2–5 years of practical software development experience - Strong SQL skills (joins, indexing, query optimisation, troubleshooting) - Python development experience (FastAPI or similar frameworks) - Experience building and maintaining REST APIs - Basic understanding of AI/LLMs (e.g. embeddings, prompt handling, or RAG concepts) - Version control (Git) - Experience with RAG pipelines or vector databases Requirements - Build and maintain Python (FastAPI) APIs for AI-driven applications - Design, optimise, and troubleshoot SQL queries against ERP systems - Implement and improve RAG pipelines using local LLMs (Ollama) - Integrate backend services with front-end interfaces (e.g. Open WebUI) - Diagnose and resolve production issues across data, APIs, and infrastructure - Support deployment and operational environments - Ensure data accuracy, system performance, and access control - Document system behaviour, decisions, and improvements clearly Benefits - 1 year contract (renewable) - Fully remote with occasional in-person collaboration - Monthly remuneration

• Build and maintain lightweight AI tools and agents to support internal teams and operational workflows. • Automate recurring processes across teams to reduce manual work and increase efficiency. • Develop internal scripts, services, and automations that unify workflows and data across the company. • Improve system reliability through better monitoring, error handling, and documentation. • Support internal data infrastructure by streamlining ingestion, transformation, and operational reporting workflows. • Collaborate with cross-functional teams to identify bottlenecks and design scalable, technical solutions. • Contribute to the ongoing development of NoGood’s AI-native Growth OS, helping shape how work is done across teams. • Evaluate new AI technologies and automation tools to enhance internal operations. • Document systems and provide internal training where needed. • Champion a mindset of technical excellence, efficiency, and continuous improvement.

Role Description RxBenefits is hiring! We are adding a Software Engineer III to the growing application development team at our Birmingham, AL headquarters. As a level III engineer, you will be responsible for creating the next generation of software at RxBenefits to support our rapidly growing business. You will also be a thought leader across the technology organization that champions the delivery of modern software. This is an exciting opportunity for a forward-thinking professional that is able to conceptualize, deliver, and support the technology that our employees and partners need to succeed. - Design, build, and maintain AI-driven backend services, APIs, pipelines, and application features. - Design AI pipelines with secure data handling, PII/PHI protection, redaction, and access-control-aware processing. - Design and implement document ingestion pipelines (PDFs, scans, images, email attachments). - Design evaluation frameworks for extraction accuracy, retrieval relevance, and LLM output quality. - Build document classification, entity extraction, and schema mapping workflows. - Implement OCR and layout-aware extraction pipelines. - Develop confidence scoring, human-in-the-loop workflows, and validation mechanisms. - Build systems that route extracted data into downstream enterprise systems. - Build connectors and ingestion pipelines for structured and unstructured systems (e.g., Confluence, file stores, databases). - Implement chunking, indexing, and metadata enrichment strategies. - Design retrieval strategies including hybrid search (vector + keyword). - Improve relevance via ranking, filtering, and contextualization. - Implement monitoring and observability for AI systems, including model performance, retrieval quality, extraction accuracy, and drift detection. - Partner with Product, Data, and Architecture teams to translate business problems into efficient AI solutions. - Participate in the design process to build efficient, scalable and maintainable architecture. - Research, evaluate and recommend alternative solutions. - Build scalable services integrating LLMs, retrieval systems, model inference endpoints, and third-party AI providers. - Ensure solutions meet enterprise standards for reliability, security, compliance, and observability. - Collect and analyze metrics to drive implementation decisions. - Design, improve and document processes. - Review and collaborate with other engineers on their code. - Support your team through encouragement and by example. - Mentor and share knowledge within the team and across the department. - Deliver on personal and team deadlines and goals. Qualifications - Bachelor's degree in computer science, mathematics, engineering or another related field. - 6-8 years of professional experience in application development. - Comfortable working with multiple programming languages at the same time. - Strong proficiency in one more backend languages: Java, Python, Go, or Node.js – Python is strongly preferred. - Hands-on experience implementing AI features such as: - Integrating LLM APIs. - Building embeddings, vector stores, or semantic search. - Fine-tuning prompt engineering for LLM-based systems. - Implementing Retrieval Augmented Generation (RAG) patterns. - Experience consuming or integrating machine learning models in production applications. - Experience with OCR and document AI platforms (Textract, Azure Form Recognizer, Google Doc AI, Tesseract, etc.). - Understanding of structured data extraction from semi-structured documents. - Experience with schema mapping / data normalization pipelines. - Knowledge of confidence scoring, validation, and exception handling. - Familiarity with event-driven data pipelines. - Experience designing search systems or knowledge retrieval platforms. - Understanding of information retrieval concepts (ranking, recall, precision, indexing). - Knowledge of document chunking and embedding strategies. - Familiarity with access control propagation in search systems. - Experience with monitoring ML/AI systems in production. - Understanding of model drift, data drift, and prompt performance tracking. - Experience handling sensitive data in AI workflows. - Understanding of data masking, redaction, or de-identification techniques. - Solid understanding of RESTful API design, microservices, and distributed systems. - Strong foundation in data structures, algorithms, concurrency, and performance optimization. - Familiarity with relational and NoSQL databases and performance considerations. - Experience with Agile development methodologies. - Strong communications and presentation skills. - Excellent organizational skills, detail-oriented, and works well in a team environment or as an independent contributor. - Ability to work with minimal supervision within a team environment. - Ability to think strategically and execute with urgency. - Desire to innovate and discover new technologies. - Driven to continually learn and master new skills. Preferred Skills/Experience - Experience working in regulated industries (healthcare, finance, insurance). - Knowledge of governance frameworks around data privacy (HIPAA, SOC2, GDPR, etc.). - Experience evaluating model performance, prompt effectiveness, and model drift. - Experience developing AI guardrails, moderation, hallucination-prevention, or safety patterns. - Extensive experience in web development using modern frontend and backend technologies. - Strong proficiency in frontend (React, NextJS) and backend (Python) technologies. - Work with responsive design frameworks. - Deployments to Amazon Web Services. - Proficiency in AWS services: EC2, S3, Lambda, RDS, CloudFormation/Terraform, ECS/EKS, VPC, IAM, etc. - Caching and in-memory database technologies. - Asynchronous/multi-threaded programming patterns. Benefits - Remote first work environment. - Choice of a HDHP or PPO Medical plan, we pay 100% of the premium for the HDHP for you and your eligible family members. - Dental, Vision, Short- and Long-Term Disability, and Group Life Insurance that we also pay 100% of premiums (for your family too on Dental and Vision). - Additional buy-up options for Short- and Long-Term Disability and Life Insurance. - 401(k) with an employer match up to 3.5% available after 60 days. - Community Service Day to give back and support what you love in your community. - 10 company holidays including MLK Day, Juneteenth, and the day after Thanksgiving plus a floating holiday to use as you like. - Reimbursements for high-speed internet, we’ll send you a computer and monitors to help you do your best work. - Tuition Reimbursement for accredited degree programs. - Paid New Parent Leave that can be used for adoption or birth. - Pet insurance to protect your furbabies. - A robust mental health benefit and EAP service through Spring Health to support you when you need it most.