Generative AI Solutions Engineer
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Key skills for this role
About the Role
The role involves building scalable AI systems, mentoring engineers, and requires expertise in machine learning, programming, cloud computing, and data analysis.
Key Skills for This Role
Full Job Posting
Overview
The role is
hands-on execution building production-grade AI systems, mentoring engineers on AI/ML
best practices, and selecting appropriate technologies and frameworks.
Working closely with product, backend, and data teams, you'll embed intelligence throughout the platform while ensuring our AI solutions are scalable, reliable, and deliver measurable business value.
Machine Learning & Ai
- Experience with
- LLMs and building AI agents using frameworks like LangChain, LangGraph, and LangSmith
- Hands-on experience with prompt engineering, RAG (Retrieval-Augmented Generation), and LLM orchestration
- Knowledge of AI agent design patterns: reasoning, planning, tool use, and memory management
- Proven experience designing, training, and deploying ML models in production environments
- Understanding of ML fundamentals and MLOps practices: model versioning, monitoring, CI/CD pipelines
- Proficiency in machine learning algorithms and frameworks (e.g., TensorFlow, PyTorch).
Programming
- Strong
- coding skills in languages such as Python,
- Good to have programming experience in Java,
- Familiarity with data manipulation and analysis libraries (e.g., Pandas, NumPy).
Cloud Computing
- Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) for deploying AI models. [Azure is the preference]
Software Development
- Understanding of software development life cycle (SDLC) and agile methodologies.
- Experience with version control systems (e.g., Git).
Data Analysis
- Ability to analyze and interpret complex datasets.
Problem-Solving
- Strong analytical thinking to identify and solve operational inefficiencies.
- Ability to design and implement AI-driven solutions.
Communication
- Ability to explain complex technical concepts to non-technical stakeholders.
- Strong written and verbal communication skills.
Collaboration
- Experience working in cross-functional teams.
- Ability to collaborate with other developers, data scientists, and business analysts.
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