SIVAD Consulting
SIVAD Consulting
SIVAD Consulting yra Merilande įsikūrusi moteriai priklausanti konsultavimo ir darbuotojų paieškos įmonė, teikianti įmonėms, valdžios institucijoms ir ne pelno organizacijoms pritaikytus talentų pritraukimo bei darbo jėgos sprendimus. Jos paslaugos apima įdarbinimo valdymą, papildomų darbuotojų pasitelkimą, išteklių valdymą, darbuotojų paieškos specialistų paslaugas, programų ir projektų valdymą, taip pat verslo procesų analizę ir pertvarkymą. Įmonė dirba konsultavimo, logistikos ir sveikatos priežiūros srityse, daug dėmesio skirdama operatyviam paslaugų teikimui, tvirtiems santykiams su klientais ir teigiamai kandidatų patirčiai viso įdarbinimo proceso metu.

Senior Data and Machine Learning Engineer, Ads Recommendations

Own the ad matching and machine learning infrastructure behind real-time recommendations for publisher newsletters. Build ranking systems, data pipelines, and experimentation tools to improve relevance and business performance.

Aprašymas

  • Lead development of the end-to-end ad matching stack.
  • Build machine learning models, serving systems, and the platform beneath them.
  • Develop retrieval, ranking, and re-ranking systems to match ads with recipients.
  • Create embedding and vector search infrastructure for real-time ad selection in publisher newsletters.
  • Improve click-through rates, advertiser return on ad spend, publisher revenue, and subscriber relevance through a unified ranking system.
  • Manage the feature store and model serving path, covering offline training, online inference, and consistency between the two.
  • Keep data pipelines reliable and healthy.
  • Use large language models and foundation models for subscriber tagging, content understanding, and user modeling.
  • Take new initiatives from prototype to production, including online learning, feedback loops, dependable ETL and ELT pipelines, and dbt or warehouse transformations.
  • Create dashboards and automated scorecards to track performance, click-through rates, tag coverage, and other key metrics in real time.
  • Partner with the CTO, CEO, and engineering team to prioritize and sequence recommendation system scaling work.
  • Develop toward a leadership position, with the opportunity to build and lead a machine learning team.

Reikalavimai

  • At least three years of experience with recommendation, ranking, or advertising systems.
  • Five to 16 years of experience in production machine learning or data engineering.
  • Experience owning several parts of a recommendation system end to end, including retrieval, ranking, serving, and evaluation.
  • Experience with ad recommendation models, such as ad ranking, click-through or conversion prediction, or ad matching.
  • Experience with embeddings and real-time vector search tools such as FAISS, Milvus, Pinecone, pgvector, or similar.
  • Founder experience or experience working at an early-stage startup.
  • Located in the New York City area or a nearby U.S. time zone, with the ability to travel to New York City quarterly.
  • Experience building and maintaining data pipelines and a SQL and dbt transformation layer, or an equivalent.
  • Previous experience building a machine learning team.
  • A master's or Ph.D. in computer science or machine learning is preferred but not required.

Privalumai

  • Opportunity to build and lead a machine learning team.
  • A high-autonomy role with end-to-end ownership of the ad matching stack.

Susiję darbai

Pinecone

Applied AI Engineer, Full Stack

Pinecone
51 – 200 Darbuotojai
Dirbtinis intelektasĮmonėSaaS

Build full-stack LLM applications, retrieval pipelines, and agentic systems for Pinecone’s AI knowledge platform. Partner with engineering, product, customers, and partners to deliver production-ready solutions.

Atidaryti
Vidoori Inc.

AI Developer

Vidoori Inc.

Build machine learning and generative AI applications for Vidoori, a government and commercial consulting firm. Integrate models, APIs, and data while applying responsible AI practices.

Atidaryti
Unify

Applied AI Engineer at Unify (Hybrid)

Unify

Build production AI agents for Unify’s AI-powered outbound platform. Develop dependable LLM workflows for account research, opportunity discovery, and go-to-market execution.

Atidaryti
Coinbase

Senior Machine Learning Engineer, Customer Experience

Coinbase

Build Coinbase’s multi-agent customer support platform, developing LLM-powered chat, agent assistance, and secure automation for Help Center and customer experience teams.

Atidaryti
American Express

Senior AI Engineer II, Enterprise Architecture

American Express

Build LLM-powered and agentic systems for American Express financial services. Design reliable retrieval-augmented generation pipelines, shared AI infrastructure, and customer-facing financial features.

Atidaryti