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AI/ML Engineer
2 weeks ago
Full Stack AI/ML Engineer - Karachi Onsite
Client Company Introduction:
Ireland based Leading Software Engineering Company delivering innovative, AI-powered platforms for global clients.
Job Description:
- Ship end-to-end features across
front-end )
and
back-end services
or Python/FastAPI). - Design and maintain
relational database schemas
(Postgres/MySQL), ensuring schema consistency, referential integrity, and performance. - Develop systems that
validate and optimize automatically generated code
, ensuring it runs correctly against applications and databases. - Integrate
LLM capabilities
into production applications, including
embeddings, retrieval pipelines, and orchestration frameworks
, with strong evaluation and guardrails. - Own
quality and reliability
: testing (unit, integration, contract), observability (logs, metrics, traces), and performance optimization. - Manage
AI performance and cost trade-offs
, ensuring scalability, accuracy, and compliance. - Collaborate with product and engineering teams to deliver secure, scalable, and innovative solutions through CI/CD workflows.
Requirements:
- Hands on AI/LLM experience with proven production implementations
(not just prototypes): - -LLM APIs (OpenAI, Anthropic, or open-source).
- -Embeddings, RAG pipelines, and vector databases (pgvector, Pinecone, Weaviate).
- -Workflow/orchestration frameworks (LangChain, AutoGen, or equivalent).
- Strong
full-stack engineering experience
: - Front-end:
React / - Back-end:
/ Express
and/or
Python / FastAPI. - Databases:
Postgres/MySQL (schema design, constraints, indexing, migrations, optimization). - Proven ability to
debug, validate, and productions AI-assisted workflows
. - Strong grounding in
software engineering best practices
(CI/CD, testing, version control, observability). - Comfortable working in a
fast-paced, innovation-driven environment.
Other Details:
Location: Shahra e Faisal, Karachi
Work Timings: Mon - Fri 11AM - 7:30PM
Work Mode: Onsite
About HR Ways:
HR Ways is an Award winning Technical Recruitment Firm helping software houses and IT Product companies internationally and locally to find IT Talent. HR Ways is engaged by 300+ Employers worldwide ranging from worlds biggest SaaS Companies to most competitive Startups. We have entities in Dubai, Canada, US, UK, Pakistan, India, Saudi Arabia, Portugal, Brazil and other parts of the world.