1246 IT & Software Developer jobs in the US

Agrigator jobs

Senior Engineer, AI/ML Infrastructure

$110,000 - 120,000
Agrigator
Main Street 169, Cambridge
$110,000 - 120,000
Company Size icon
Company Size
<50
Company Type icon
Company Type
Product
Exp Level icon
Exp Level
Senior
Job Type icon
Job Type
Full-Time
Language icon
Language
English
Visa sponsorship icon
Visa sponsorship
No

Requirements

Must:
- 3+ years of experience in machine learning infrastructure, backend engineering, or AI platform development. - Proven experience deploying large language models and generative AI systems in production using various frameworks like PyTorch, TensorFlow, Hugging Face, and Azure OpenAI. - Demonstrated expertise in post-training processes, alignment, fine-tuning, and deployment of LLMs. - Strong skills in backend development utilizing Python (FastAPI, Flask, or Django) and REST/GraphQL APIs. - Practical experience with GPU inference and performance optimization. - Knowledge of vector databases (Pinecone, Weaviate, Milvus, or FAISS) and semantic search techniques. - Ability to thrive in an early-stage startup environment and effectively manage uncertainty.

Technologies

AI
CTO
FastAPI
LLM
PyTorch
REST

Responsibilities

- Design, create, and implement retrieval-augmented generation (RAG) pipelines employing LLMs and vector databases. - Develop secure backend APIs for data ingestion, indexing, and semantic search across various enterprise systems (e.g., SharePoint, Teams, SQL). - Manage GPU-based inference environments to ensure scalability, low latency, and cost efficiency. - Apply MLOps best practices for the training, fine-tuning, evaluation, and deployment of generative AI models. - Collaborate with founding team members on architectural decisions and the evaluation of build-vs-buy scenarios to expedite our technical roadmap. - Oversee the complete lifecycle from prototype to MVP to production, while ensuring security, compliance, and readiness for enterprise use. - Assist in prototyping lightweight front-end interfaces to exhibit platform functionalities.

Description


We are a dynamic team emerging from MIT and supported by UM6P Foundry, dedicated to transforming how organizations harness and capitalize on their institutional knowledge. Our innovative platform consolidates disparate information into a reliable resource that facilitates rapid decision-making and fosters long-term innovation. We are seeking an experienced engineer to spearhead the development of our AI/ML infrastructure and generative systems, with a potential trajectory towards the CTO role. This full-time position is based in Cambridge, MA, and offers a competitive salary ranging from $110,000 to $120,000 annually, along with benefits such as a flexible schedule, health insurance, and paid time off.
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