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AI Engineer-Memory Retrieval

ID: 9476

Type: Full-time

Category: Others

Company Name: IDG (International Data Group)

Location: United States

Salary: 130 - 195K yearly

Education Level: Mid-level (2-5 years)

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Job Description
Overview:

About the Role & Team
IDC is building the next generation of AI-powered intelligence platforms that transform how technology decisions get made. Our platform re-imagines the way decision-makers discover and interact with trusted research and data, and is foundational to IDC's future. We are looking for an AI/Agent Engineer to join the Memory / Living Intel Pod, with an emphasis on cross-conversational retrieval and semantic search over conversation history. This is a stretch and acceleration hire. You will build the retrieval systems that find relevant prior conversations and extracted facts, design embedding and indexing strategies for conversation-derived content, and optimize relevance ranking for memory retrieval.Your work ensures that when the platform remembers a user, it remembers the right things at the right time. The quality of memory retrieval directly determines how personalized and useful every AI-generated response feels

 

What You’ll Do

  • Build specialized agents within multi-agent pipelines designed for handling complex research problems, developing durable outputs, and taking action in external systems on the user's behalf
  • Build retrieval systems that find relevant prior conversations and extracted facts across a user's history
  • Design embedding and indexing strategies for conversation-derived content
  • Build and optimize relevance ranking for memory retrieval
  • Build LLM-based memory capabilities: conversation summarization, cross-session context retrieval, and persistent user preference extraction
  • Instrument pipelines for observability, tracing, and quality monitoring
  • Collaborate with evaluation engineers on quality measurement and improvement

What You Bring

  • 3+ years of experience building production Python systems
  • Experience with LLM applications: agent orchestration, prompt engineering, RAG, or similar
  • Hands-on experience with agent frameworks (LangGraph, LangChain, CrewAI, AutoGen, or similar)
  • Understanding of LLM reasoning patterns and common failure modes
  • Proficiency with modern Python web frameworks
  • Comfort working in a fast-moving team where priorities evolve

Preferred Qualifications:

  • Experience building semantic search and embedding pipelines
  • Hands-on experience with vector databases (e.g., Snowflake Cortex, Pinecone, Weaviate)
  • Background in information retrieval
  • Experience with search relevance tuning and ranking optimization
  • Familiarity with LLM observability tools
  • Background in NLP, text summarization, or information extraction

Why This Role Stands Out
At IDC, your work helps shape how the world understands technology and where it goes next. You collaborate with curious, high-caliber colleagues who value rigor, integrity, and shared success. As the premier global provider of trusted technology intelligence, IDC equips business and technology leaders with the evidence they need to make confident decisions. Our insights inform strategy, investment, and innovation across industries and regions.

 

Recognized by IIAR as Analyst Firm of the Year for five consecutive years, IDC sets the standard for credibility and impact. With more than 1,000 analysts worldwide and a truly global perspective, we combine deep expertise with practical relevance. Here, your ideas matter, your voice is heard, and your contributions provide the insights leaders rely on every day. It is meaningful work, backed by a culture that supports growth, collaboration, and long-term career development with a globally respected brand.

What We Offer

  • 15 vacation days (prorated based on start date)
  • 12 company-paid holidays
  • 6 paid sick days (prorated based on start date; may vary by state)
  • Medical, dental, and vision coverage
  • 2 floating holidays (prorated based on start date)
  • 1 volunteer day
  • 401(k) company match (IDC matches 3% on the first 6% of employee contributions)
  • Company-paid short-term disability
  • Company-paid life insurance
  • Company-paid parental leave

Compensation Transparency

At IDC, we are committed to fair and equitable pay practices. Employees are compensated equitably for their work, aligned with their skills and experience. Salary and incentive structures are determined through a rigorous process that considers experience, education, certifications, role-specific requirements, internal equity, and verified U.S. market data from an independent third-party partner.

The expected total annual compensation, depending on location and experience, is between $130,000 – $195,000 USD, inclusive of base salary and variable compensation.
This is an evergreen posting used to identify and engage potential candidates for future opportunities. Timing and availability of openings may vary.

Equal Opportunity Employer

IDC is committed to providing equal employment opportunities for all qualified persons. Employment eligibility verification required. We participate in E-Verify.

 

IDC is currently able to employ remote workers in the following states: Arizona (AZ), California (CA), Colorado (CO), Connecticut (CT), Washington D.C. (DC), Florida (FL), Georgia (GA), Illinois (IL), Indiana (IN), Kansas (KS), Massachusetts (MA), Maryland (MD), Maine (ME), Michigan (MI), Minnesota (MN), Missouri (MO), Mississippi (MS), North Carolina (NC), New Hampshire (NH), New Jersey (NJ), New York (NY), Ohio (OH), Oregon (OR), Pennsylvania (PA), Rhode Island (RI), South Carolina (SC), Tennessee (TN), Texas (TX), Utah (UT), Virginia (VA), Vermont (VT), Washington (WA), and Wisconsin (WI).

 

 
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Company Information

Company Name: IDG (International Data Group)

Company Website: https://www.idg.com

Company Address: Boston, MA, USA

International Data Group (IDG) is a global technology media, market intelligence, events and marketing services company with a long history of producing editorial content, research, and commercial services for technology vendors, IT professionals and enterprise buyers. Founded in 1964 by Patrick J. McGovern, IDG grew from a single magazine publisher into a family of businesses that serve the information needs of technology decision makers and provide data-driven marketing and advisory products to vendors, service providers and investors in the technology sector. Over its history IDG has established and operated a set of well-known editorial brands, a market-research and advisory arm, event programs and venture investment activity, positioning itself as a multi-channel provider of technology insight and buyer engagement solutions. Core business activities and capabilities: IDG’s operating model centers on four interrelated activities: technology media and editorial publishing, market intelligence and advisory services, industry events and executive programs, and marketing services and demand-generation solutions. In editorial publishing IDG’s activities historically have included producing magazines, websites, newsletters, podcasts and other original journalism focused on enterprise IT, vendor strategy and end-user technology adoption. The company’s editorial brands and channels are designed to reach and inform technology practitioners, IT leadership and technology buyers with product reviews, trend reporting, analysis and how-to guidance. This publishing activity is supported by digital platforms that distribute news, long-form features, research summaries and multimedia content to a global audience. The market-intelligence business, most widely recognized through IDC (International Data Corporation), provides quantitative and qualitative research, market sizing, vendor share and forecast services, buyer behavior studies and advisory engagements for vendors, investors and enterprise IT organizations. IDC’s syndicated studies and custom research are used by product managers, corporate strategy teams, technology vendors and financial analysts to assess market opportunities, benchmark competitive positions and inform product planning and go-to-market strategies. IDG also organizes and produces industry events, executive summits and conferences designed to bring technology buyers and vendor representatives together for briefings, networking and peer learning. These in-person and virtual events range from executive-level CIO summits and industry symposiums to larger gatherings focused on specific technology domains. Events are used both as editorial forums and as commercial platforms for lead generation and product demonstration. Complementing editorial and research products, IDG’s marketing services group offers a commercial portfolio that includes demand generation and lead-management programs, content marketing and sponsored content, account-based marketing, webinar production, digital advertising and data services. These services combine IDG’s audience reach, content expertise and research capabilities to help technology vendors drive awareness, generate qualified leads and accelerate sales cycles. IDG has also been involved in venture investing through affiliated venture funds that historically invested in early-stage technology companies, creating links between publishing, research and the venture ecosystem. Main products and services: IDG’s primary deliverables include syndicated research reports and market forecasts (through IDC), custom research engagements and advisory consulting for enterprise and vendor clients; editorial content across its portfolio of technology brands (news, analysis, reviews, feature articles, podcasts and newsletters); event programs and executive summits that convene buyers and vendors; and marketing and lead-generation services such as content syndication, white papers, webinars, account-based marketing campaigns and data-driven demand generation programs. Collectively, these products serve different stages of the technology buying cycle—from awareness and education through vendor evaluation to procurement. Customers and use cases: IDG’s audience and client base spans enterprise IT leaders, technology buyers, product and marketing teams at technology vendors, channel partners and investors. Enterprise customers use IDC research and advisory services to inform procurement and strategic planning; technology vendors and service providers use IDG’s editorial platforms and marketing offerings to reach target buyer segments and generate sales pipeline; and event participants leverage IDG’s conferences for networking and knowledge exchange. Geographic and organizational reach: IDG has operated internationally with localized publishing, research and events in multiple markets around the world. Its structure has historically combined centralized research and business services with local editorial and event teams to serve regional audiences and clients. Over time IDG’s portfolio and ownership structure have evolved, but its enduring focus has been on producing technology-related content, market insight and commercial services that connect the technology vendor community with enterprise buyers. Verification note: The foregoing description synthesizes IDG’s long-standing public-facing roles as a technology media company, owner/operator of IDC (market intelligence), event producer and provider of marketing and lead-generation services. Specific brand lists, event names and corporate structure have varied over time as parts of the business have been restructured or sold; readers who require the most current details on brands, ownership or executive leadership should consult IDG’s official website or corporate filings for up-to-date disclosures.
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