Jobs & Careers
MongoDB Launches New Voyage AI Embedding and Reranking Models with MCP Server

MongoDB today announced product updates and an expanded partner ecosystem at Ai4, its annual AI-focused conference to help customers build AI applications at scale.
The company introduced new Voyage AI embedding and reranking models, launched the MongoDB Model Context Protocol (MCP) Server in public preview, and added new partners to its AI ecosystem.
The latest Voyage AI models include voyage-context-3, which processes full document context for more relevant retrieval results, and voyage-3.5 and voyage-3.5-lite, which aim to improve retrieval quality and price-performance.
MongoDB also launched rerank-2.5 and rerank-2.5-lite, allowing developers to guide the reranking process using instructions.
“Databases are more central than ever to the technology stack in the age of AI,” said Andrew Davidson, SVP of products at MongoDB. “By consolidating the AI data stack and building a cutting-edge AI ecosystem, we’re giving developers the tools they need to build and deploy trustworthy AI solutions faster.”
The MCP Server enables direct connections between MongoDB and tools such as GitHub Copilot, Anthropic’s Claude, Cursor, and Windsurf, allowing developers to manage database operations using natural language.
Since its preview launch, thousands of developers have adopted MCP, with growing enterprise interest for agentic application stacks.
“Many organisations struggle to scale AI because the models themselves aren’t up to the task,” Fred Roma, SVP of engineering at MongoDB, said. “The quality of your embedding and reranking models is often the difference between a promising prototype and an AI application that delivers meaningful results in production.”
MongoDB has expanded its AI partner ecosystem with three new additions.
Galileo provides AI reliability and observability through continuous evaluations and monitoring of applications. Temporal enables the orchestration of resilient AI workflows with durable execution and horizontal scaling. LangChain offers integrations such as GraphRAG with MongoDB Atlas and natural language querying capabilities.
MongoDB reported that in the last 18 months, enterprise adopters such as Vonage, LGU+, and The Financial Times, along with approximately 8,000 startups, including Laurel and Mercor, have used its platform for AI projects. Over 200,000 new developers register for MongoDB Atlas monthly.
Jobs & Careers
TCS to Develop AI-Powered Financial System for Odisha Govt

Tata Consultancy Services (TCS) has been selected by the Odisha government to design and implement Integrated Financial Management System (IFMS) 3.0, an AI-enabled, cloud-native platform to modernise the state’s public finance management.
The new system will automate Odisha’s finance workflows using microservices-based architecture and integrate TCS’s AI Workbench (AIWB), which supports AI/ML projects across development, monitoring, and retraining.
Features will include AI-driven analytics, multilingual chatbot support, and automated service desk functions to improve efficiency and user experience.
Key features of IFMS 3.0 include a user-friendly interface for easier navigation, real-time integration of financial data across departments, advanced reporting and analytics tools, stronger security protocols to ensure compliance, and mobile accessibility that enables users to manage financial operations on the go.
TCS has partnered with Odisha since 2005, beginning with the state’s Treasury Management System, followed by IFMS and IFMS 2.0. This third-generation upgrade aims to provide real-time visibility, enhance data accuracy, and streamline processes across budgeting, expenditure, revenue, and accounts management.
“With real-time financial visibility, enhanced precision, and a future-ready architecture, this platform will empower Odisha to deliver more effective public services to its citizens,” Girish Ramachandran, president, growth markets and public services, TCS said.
“With AI-assisted insights and intuitive workflows, IFMS 3.0 will allow officials to monitor programs in real time, accelerate reporting, and make confident, data-driven decisions,” Tej Paul Bhatla, VP, public services, TCS said.
This initiative is part of TCS’s broader role in India’s digital transformation. For nearly six decades, TCS has been a technology partner to government programs, helping digitise services such as passport issuance, defence pensions, health insurance, and public financial systems. Nearly seven out of ten Indians use TCS-supported services daily.
The post TCS to Develop AI-Powered Financial System for Odisha Govt appeared first on Analytics India Magazine.
Jobs & Careers
6 in 10 Firms Expect AI to Act as Teammate or Supervisor to Other AI Systems by Mid-2026: Capgemini Report

Nearly six in 10 enterprises expect AI to function as a team member or supervisor for other AI systems within 12 months, according to the latest annual study from the Capgemini Research Institute.
The report, titled ‘Harnessing the Value of AI: Unlocking Scalable Advantage’, also mentions that the adoption of generative AI is outpacing organisational readiness, which is sparking challenges in cost, governance, and workforce adaptation.
The findings further reveal that one-third of organisations are now fully or partially scaling generative AI, compared with just 6% in 2023, a five-fold surge in two years.
About 93% of the survey companies said they are either piloting, deploying, or enabling AI capabilities in 2025, with sectors such as telecom, consumer products, and ae
Jobs & Careers
OpenAI Expands Beyond ChatGPT With New Jobs Platform, AI Skills Certification

OpenAI is moving into the hiring and training space with the launch of a Jobs Platform and new AI Certifications, aiming to connect millions of workers with employers and reshape how companies hire AI-savvy talent.
The company stated that the OpenAI Jobs Platform will serve as a marketplace where businesses can find workers trained in AI, while job seekers can showcase their verified skills. Unlike traditional hiring platforms, it will cater not only to large corporations but also to local businesses and governments looking for AI talent.
OpenAI is collaborating with a diverse network of partners for the same, including Walmart, John Deere, Boston Consulting Group, Accenture, Indeed, Texas Association of Business, Bay Area Council and Delaware Governor’s Office.
Meanwhile, OpenAI Certifications builds on the free OpenAI Academy, which has already reached over two million learners. OpenAI plans to certify 10 million Americans by 2030 in AI fluency, from basic workplace use to advanced prompt engineering.
Preparation and testing will take place inside ChatGPT itself. Walmart, the world’s largest private employer, is among the launch partners.
“At Walmart, we know the future of retail won’t be defined by technology alone—it will be defined by people who know how to use it,” John Furner, CEO of Walmart US, said in a statement.
The company says that the aim is to give more people economic opportunities as AI transforms work. “It’s all about being intentional about the kind of future we want to build,” the statement read, adding that the focus is on making AI literacy accessible and useful for both workers and employers.
The initiatives are also a part of OpenAI’s commitment to the White House’s AI literacy push. With hundreds of millions already using ChatGPT weekly, OpenAI believes its next big move lies in jobs and skills territory traditionally dominated by hiring and training platforms.
The post OpenAI Expands Beyond ChatGPT With New Jobs Platform, AI Skills Certification appeared first on Analytics India Magazine.
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