AI Engineer - Remote / Contract
Take AI systems from research to production, building multi-agent workflows, scalable data pipelines and Azure-deployed services for PE and professional services clients. Suits an experienced AI or software engineer with advanced Python, agentic frameworks and MLOps skills.
About Attercop
Attercop is a knowledge engineering and agentic AI company built specifically for private equity and professional services. We turn fragmented, hard to use information into structured intelligence and deploy autonomous AI agents that make decisions, not just recommendations. Our systems deliver faster insights, operational efficiency gains, and real value creation across the PE lifecycle, from diligence and data organisation to portfolio wide transformation.
Role Overview
You’ll design, build, and integrate advanced AI models into real software systems. This role sits at the intersection of software engineering, data science, and MLOps,turning research into robust, scalable, production-ready AI services.
Core Responsibilities
Model Engineering
- •Build functional AI services from architectural designs
- •Orchestrate data ingestion, inference flows, and output pipelines
- •Optimise latency, memory, and throughput
- •Implement testing, validation, and error/bias analysis
Agentic Workflows
- •Design multi-agent systems using LangChain, LangGraph, or Microsoft Agent Framework
- •Implement reasoning loops (e.g., ReAct)
- •Integrate tools, APIs, databases, and memory systems
- •Develop safety and reliability checks for agent behaviour
Data Engineering
- •Build scalable ETL/ELT pipelines
- •Perform feature engineering and advanced data prep
- •Integrate SQL/NoSQL, data lakes, warehouses, and streaming APIs
- •Ensure compliance with GDPR/CCPA and internal governance
MLOps & Deployment
- •Deploy AI services on Azure using REST APIs
- •Use Docker + Kubernetes for scalable production workloads
- •Build ML-focused CI/CD pipelines
- •Implement monitoring, drift detection, logging, alerting, and retraining
- •Manage infrastructure with Terraform
Candidate Requirements
Experience
- •2+ years as an AI Engineer or Software Engineer with strong AI/ML exposure
Technical Skills
- •Advanced Python (asyncio, type hinting, Pydantic)
- •Backend/API development with FastAPI/Flask/Django
- •Agentic frameworks (LangChain, LangGraph, Microsoft Agent Framework)
- •LLM orchestration, RAG, prompt engineering
- •Cloud (Azure preferred), Docker, Kubernetes
- •IaC (Terraform)
- •PostgreSQL, plus exposure to NoSQL and vector databases
- •CI/CD, monitoring, observability, ML-specific drift detection
Collaboration & Communication
- •Work effectively with data scientists, PMs, and stakeholders
- •Communicate technical decisions clearly
- •Maintain strong documentation across pipelines and architectures
Important Information
English Language Requirement
All roles require excellent English. We work entirely in English for meetings, client calls, and business communications. This is non-negotiable.
No Recruitment Agencies
We do not work with recruitment agencies. Please do not contact us if you're representing candidates. We hire directly.
Ready to Apply?
Send us your CV and a brief note about what you do and why you're interested in joining Attercop.