{"data":{"company":{"name":"Equity IT","slug":"equity-it","logo_url":"https://logos.yubhub.co/mlp.eightfold.ai.png","canonical_domain":"mlp.eightfold.ai","editorial":null,"wikidata_id":null,"founded":null,"ceo":null,"founders":[],"hq_location":null,"industry":null,"employee_count":null,"official_website":null,"wikipedia_url":null,"stock_ticker":null,"stock_price":null,"market_cap":null,"revenue":null,"ipo_date":null,"sector":null,"full_time_employees":null,"company_description":null,"twitter_username":null,"linkedin_id":null,"instagram_username":null,"facebook_id":null,"parent_org":null,"country":null,"github_org":null,"github_public_repos":null,"github_followers":null,"github_verified":0,"github_description":null,"github_location":null,"github_blog":null,"github_twitter":null,"stock_exchange":null,"stock_beta":null,"stock_range":null,"stock_is_actively_trading":null,"fmp_image":null,"fmp_address":null,"fmp_city":null,"fmp_state":null,"fmp_country":null,"recent_news":[{"title":"Absence of measurement isn’t equity; it’s the illusion of equity - The Voice of San Francisco","url":"https://news.google.com/rss/articles/CBMijgFBVV95cUxOU1VMQmxEbVBydC1hcFNiR1J0NkNQSVc1VHB6eGR2OWxnYmkwYnhYMG92SURnZ2JNdTN2YlFETG5KQ2xsYkdjLUhHWXU3UlNHNXJBbFM5eXI3ZTNYeWpRTXJIZEpzT2hsZGE2Q2VWejNLUHNXUnRiRGZYMzRzRTdZS1gzbnhnaEtucmNsS0pn?oc=5","publisher":"The Voice of San Francisco","date":"2026-08-18","snippet":"Absence of measurement isn’t equity; it’s the illusion of equity The Voice of San Francisco"},{"title":"Airtable's $2.25 Billion Sale Is a Warning About Startup Equity. It's Not for the Reason You Think - inc.com","url":"https://news.google.com/rss/articles/CBMipwFBVV95cUxNcHZmdVhmRGtWbXFKTWcwTm5MUnZmaGVFMVpLV1pBWTNXbW1jN2EzLWdRRmpkb21sYWl6MEloekpod0xheFMwSTdndGxpWEQ0ZS05SUxtS3RIZVFyZnRUbGVjdW9vMXFDdkVTdTdXTGVzTmZTZURFTkliOGFyZDFtSEFTb0JjUzVxV2xpWVZTa01CcVVpLXVqY3NjWmZqZml1Qzd6U0tyQQ?oc=5","publisher":"inc.com","date":"2026-08-13","snippet":"Airtable's $2.25 Billion Sale Is a Warning About Startup Equity. It's Not for the Reason You Think inc.com"},{"title":"Centrifuge Weighs Converting Tokens to Stock, Highlighting Gaps in Law - galaxy.com","url":"https://news.google.com/rss/articles/CBMirwFBVV95cUxQdG4xNlAtZU5kRmVaRDcxZVhMYmJWbkoxVnRMSks1aERkbnBBR05mSnQwZ2FwME02emxjcWlUQ0xpM25RYk1wLVE0SWhlRkg0N3BtR1JsU0M3b3FNWi0tTGFPZllDczJyOVhfZFY3eTFqNHo0UW9SZjNoNWpISGFHUnliOHF0RnhmYnJ4VjJVYk9VbURKYlplTHkxdm1RUHNUcS1uR0J0a0xhUTY3VVh3?oc=5","publisher":"galaxy.com","date":"2026-08-21","snippet":"Centrifuge Weighs Converting Tokens to Stock, Highlighting Gaps in Law galaxy.com"},{"title":"The Shareholder State: Washington’s Improvised Bet on Critical Minerals - Council on Foreign Relations","url":"https://news.google.com/rss/articles/CBMinwFBVV95cUxNVUJmZ3MtRzBLWHpIaGU0WHd5LWFjdFQtUEYyU0VvZzBGZWMza1h4Q1NCT24yeTJrcXh4WFluUHloMjAtSmR6cDFLc2staE4tRnBSU0xNWldVWWJBSTI0NEJBcUxqcFRYMHRzSnI0SUFsS0pzb1k1dWZ2a1ZTMDFRQ3BGYjJrNGVnU2lwQzlLM3pHZ0FJWk5Mb1NqVF9fd28?oc=5","publisher":"Council on Foreign Relations","date":"2026-07-30","snippet":"The Shareholder State: Washington’s Improvised Bet on Critical Minerals Council on Foreign Relations"},{"title":"16 Democratic Lawmakers Press Treasurer Steiner for a Full Audit of Retirement Fund Risks - Oregon Journalism Project","url":"https://news.google.com/rss/articles/CBMiyAFBVV95cUxPUjZsSy1FUGNRbUxjZDFHMEM2Rjl3eVk0N3BIZXhqbzBGb1VEQnZYNmRhYWpmaUFIU3k2QkEwc1lQV1QwNG02OTJ0SGx1X2VUMVpmMVl0d0ZJMnRxN1BFVmlUdVpucUxROUtoazFTX3lQWUV0Rl9KMTBrUktDd1Rybl9QLVhhTW80bUQ2Q0lnZHlYdnRWd2tTT3laM3NJTEJtOE5JdGNEVDRIWVZIcGt5SndlTV9GSGplMEUzVmtzX3J2V0gtNkxmOQ?oc=5","publisher":"Oregon Journalism Project","date":"2026-08-05","snippet":"16 Democratic Lawmakers Press Treasurer Steiner for a Full Audit of Retirement Fund Risks Oregon Journalism Project"}],"search_interest_index":null,"search_interest_trend":null,"wikipedia_monthly_views":null,"hn_mention_count":null,"hn_top_stories":[],"wayback_first_year":null,"sec_incorporation_state":null,"sec_latest_filing_type":null,"sec_latest_filing_date":null,"sec_filings":[],"research_papers_count":null,"research_citations_count":null,"research_h_index":null,"research_topics":[],"is_federal_contractor":null,"earnings_calendar":[],"industry_canonical":null,"enrichment_sources":[],"last_enriched_at":null},"hiring":{"total_jobs":16,"categories":[{"category":"it","count":12},{"category":"engineering","count":3},{"category":"finance","count":1}],"experience_levels":[{"level":"senior","count":15},{"level":"entry","count":1}],"work_arrangements":[{"arrangement":"onsite","count":4},{"arrangement":"hybrid","count":1}],"top_titles":[{"title":"Market Data Engineer","count":2},{"title":"Technical Lead, MFT MDE Analytics Engineering","count":1},{"title":"Software Engineer – Equity Derivatives Pricing & Risk","count":1},{"title":"Senior Software Engineer - EQ Derivatives Pricing & Risk","count":1},{"title":"Senior Software Engineer - Algo Development","count":1},{"title":"Senior Quantitative Developer","count":1},{"title":"Production Support Engineer","count":1},{"title":"Product Manager - Equity Volatility","count":1},{"title":"Linux Low Latency Systems Engineer","count":1},{"title":"Linux Engineer - Latency Critical Trading Technology","count":1},{"title":"Junior Business Analyst","count":1},{"title":"Java Algo Developer - Algo Development Technology","count":1},{"title":"Forward Deployed Software Engineer - Equities Technology","count":1},{"title":"Equities Technology Relationship Manager","count":1},{"title":"Business Analyst - Treasury","count":1}],"locations":[{"location":"new york, new york","count":6},{"location":"new york, new york, united states of america","count":3},{"location":"london","count":3},{"location":"tokyo, tokyo","count":1},{"location":"singapore, singapore","count":1},{"location":"miami, fl","count":1},{"location":"hong kong, hong kong","count":1}],"skills":[{"skill":"Python","required":8,"preferred":1,"total":9},{"skill":"Java","required":5,"preferred":0,"total":5},{"skill":"Networking","required":4,"preferred":0,"total":4},{"skill":"C++","required":2,"preferred":1,"total":3},{"skill":"CPU Architecture","required":3,"preferred":0,"total":3},{"skill":"Object-oriented Programming","required":3,"preferred":0,"total":3},{"skill":"Scripting","required":3,"preferred":0,"total":3},{"skill":"Site Reliability Engineering","required":3,"preferred":0,"total":3},{"skill":"DevOps","required":3,"preferred":0,"total":3},{"skill":"Monitoring","required":3,"preferred":0,"total":3},{"skill":"Metrics","required":3,"preferred":0,"total":3},{"skill":"Financial Services","required":2,"preferred":1,"total":3},{"skill":"Jira","required":3,"preferred":0,"total":3},{"skill":"AWS","required":2,"preferred":1,"total":3},{"skill":"Linux System Internals","required":2,"preferred":0,"total":2},{"skill":"Communication","required":2,"preferred":0,"total":2},{"skill":"Linux","required":2,"preferred":0,"total":2},{"skill":"Containerization","required":1,"preferred":1,"total":2},{"skill":"Google Cloud","required":1,"preferred":1,"total":2},{"skill":"Equity Derivatives","required":2,"preferred":0,"total":2}],"salary_stats":{"count":10,"min":212500,"q1":212500,"median":212500,"q3":212500,"max":212500},"job_types":[{"type":"full-time","count":16}],"latest_jobs":[{"id":"job_c7c4b93f-199","title":"Java Algo Developer - Algo Development Technology","source_url":"https://mlp.eightfold.ai/careers/job/755958740781","location":"Tokyo, Tokyo","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<p>We are seeking a Java Algo Developer to join the Algo Development Technology team at Millennium, a global alternative investment firm.</p>\n<p>The Algo Development Technology team is part of Millennium&#39;s Information Technology organization, responsible for developing execution algorithms and trading platforms used by portfolio managers to trade equities and futures globally.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Partner with technology, Execution Services, and Equity Finance teams to enhance execution capabilities for portfolio managers across the firm.</li>\n<li>Build and evolve real-time algorithmic trading systems and execution platforms in a fast-paced environment.</li>\n<li>Deliver high-quality features and enhancements for mission-critical trading infrastructure.</li>\n<li>Design, improve, and upgrade software to meet performance, reliability, and quality expectations.</li>\n<li>Translate business requirements and market constraints across developed and emerging markets into effective technical solutions.</li>\n<li>Apply current technologies, technical libraries, computing environments, and relevant academic research to improve the platform.</li>\n<li>Perform data analysis and provide Level 3 troubleshooting support for critical trading infrastructure.</li>\n</ul>\n<p>Requirements:</p>\n<ul>\n<li>5+ years of software development experience with algorithmic trading or order management systems.</li>\n<li>Strong server-side Java expertise, including Spring Boot.</li>\n<li>Experience working with financial order and execution data, position data, and market data.</li>\n<li>Knowledge of equities, options, smart order routing, VWAP, algorithmic trading platforms, or market microstructure.</li>\n<li>Strong focus on software testability; experience with TDD or XP-based development is preferred.</li>\n<li>Experience using and enhancing proprietary Java frameworks and design patterns, including low- or no-GC design, messaging sessions, and multithreading.</li>\n<li>Understanding of DevOps practices and the ability to drive test automation.</li>\n<li>Strong knowledge of Asian equity markets, including auctions, market microstructure, and regulatory constraints; experience with inventory optimization in developing Asian markets is highly desirable.</li>\n</ul>","enriched_at":1789506542848},{"id":"job_a03e5a10-f16","title":"Forward Deployed Software Engineer - Equities Technology","source_url":"https://mlp.eightfold.ai/careers/job/755953889410","location":"Miami, FL","job_type":"full-time","experience_level":"senior","work_arrangement":"hybrid","category":"IT","description":"<p>We are seeking a Forward Deployed Software Engineer to join our Equities Embedded Portfolio Management Solutions Team at Millennium.</p>\n<p>The team is a specialized engineering group at the intersection of technology and quantitative finance. Its mission is to accelerate the research and trading strategies of Millennium&#39;s systematic Portfolio Management teams by serving as an internal center of excellence for expert-level solutions, architecture, and hands-on development in AI, cloud platforms including AWS and GCP, DevOps, and high-performance computing.</p>\n<p>As a Forward Deployed Software Engineer, you will take on a role that is not a typical software development position; blend solutions architecture, software engineering, and client engagement as a hands-on, business-facing engineer, partnering directly with systematic Portfolio Management teams, quantitative researchers, developers, and portfolio managers as a trusted technical advisor.</p>\n<p>Key responsibilities include:</p>\n<ul>\n<li>Understanding unique business and research needs and translating complex, sometimes ambiguous requirements into robust, scalable, and secure technical architectures across on-premises, hybrid, and cloud environments.</li>\n<li>Designing, building, and delivering high-quality, production-ready solutions across the full stack, including Python libraries, infrastructure as code with Terraform, CI/CD pipelines, automation scripts, and ML/AI proof-of-concepts.</li>\n<li>Developing and maintaining managed products, reusable libraries, engineering patterns, and best practice guides that expand self-service capabilities and accelerate onboarding for new and existing teams.</li>\n<li>Owning embedded engagements from discovery and planning through implementation, knowledge transfer, and support, acting as the primary technical point of contact while removing blockers and navigating the firm&#39;s ecosystem on behalf of business partners.</li>\n</ul>\n<p>The ideal candidate will have:</p>\n<ul>\n<li>A Bachelor&#39;s or Master&#39;s degree in Computer Science, Engineering, or a related field.</li>\n<li>4+ years of professional software development experience, with a strong foundation in computer science principles including data structures, algorithms, and system design.</li>\n<li>High proficiency in an object-oriented programming language, with a strong preference for Python.</li>\n<li>Demonstrated experience in a customer-facing or business-facing role, with high emotional intelligence, a customer-first mindset, humility to meet business partners where they are, satisfaction in enabling the success of others, and willingness to go the extra mile to deliver an exceptional client experience.</li>\n</ul>\n<p>In terms of benefits, Millennium offers a total compensation package which includes a base salary, discretionary performance bonus, and comprehensive benefits.</p>\n<p>The estimated base salary range for this position is $175,000 to $250,000, which is specific to New York and may change in the future.</p>","enriched_at":1789153822675},{"id":"job_241c5f46-ee1","title":"Junior Business Analyst","source_url":"https://mlp.eightfold.ai/careers/job/755958674493","location":"London","job_type":"full-time","experience_level":"entry","work_arrangement":null,"category":"IT","description":"<p>We are seeking a Junior Business Analyst to join our team at Equity IT, working on a project for Millennium, a global alternative investment firm.</p>\n<p>The Junior Business Analyst will partner with quantitative research and software engineering teams to translate model specifications and investment strategies into clear technical requirements. The successful candidate will manage the end-to-end requirements lifecycle for equity risk modeling and trading tools, design and oversee the integration of quantitative models and datasets into existing trading and risk infrastructure, and perform data analysis and prototyping to validate model inputs and outputs.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Partner with quantitative research and software engineering teams to translate model specifications and investment strategies into clear technical requirements</li>\n<li>Manage the end-to-end requirements lifecycle for equity risk modeling and trading tools</li>\n<li>Design and oversee the integration of quantitative models and datasets into existing trading and risk infrastructure</li>\n<li>Perform data analysis and prototyping to validate model inputs and outputs and maintain data integrity across the research pipeline</li>\n<li>Develop and maintain functional specifications, model logic documentation, data dictionaries, and documentation for quantitative tools and data feeds</li>\n<li>Conduct end-user testing and feature validation to confirm solutions align with the mathematical and business intent of investment professionals and portfolio research teams</li>\n<li>Conduct discovery to understand the nuances of specific asset classes and emerging technologies relevant to fundamental and quantitative investing</li>\n</ul>\n<p>Requirements:</p>\n<ul>\n<li>Two to five years of sell-side experience</li>\n<li>At least two years of experience working with software development lifecycles and Agile methodologies</li>\n<li>Strong understanding of asset pricing and quantitative factor risk modeling workflows, including portfolio optimization, portfolio construction, and risk management fundamentals</li>\n<li>Experience working directly with portfolio researchers and software engineers</li>\n<li>Strong SQL and Python skills for data analysis and prototyping</li>\n<li>Experience using JIRA and Confluence</li>\n<li>Excellent written and verbal communication skills, with the ability to convey complex mathematical concepts clearly to technical and non-technical stakeholders</li>\n<li>Strong analytical and problem-solving skills, with the ability to convert abstract quantitative challenges into actionable technical specifications</li>\n</ul>","enriched_at":1788977513026},{"id":"job_5f50f68b-4b1","title":"Senior Software Engineer - Algo Development","source_url":"https://mlp.eightfold.ai/careers/job/755955306170","location":"New York, New York","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<p>We are seeking a Senior Software Engineer to join the Algo Development Technology team at Millennium, a global alternative investment firm.</p>\n<p>The Algo Development Technology team builds the execution algorithms and trading platform used by Millennium&#39;s portfolio managers to trade equities and futures globally.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Build real-time algorithmic trading systems focused on execution optimization.</li>\n<li>Develop, support and enhance a Java-based proprietary trading framework.</li>\n<li>Tune and optimize system performance to support low-latency, high-throughput trading workflows.</li>\n<li>Own automated testing for algorithms, including simulation, backtesting, regression suites and replay frameworks.</li>\n<li>Partner with the production support team to ensure systems are effectively monitored and supported.</li>\n<li>Partner with quants, execution traders and global technology teams to define and deliver new features.</li>\n</ul>\n<p>Requirements:</p>\n<ul>\n<li>7+ years of experience with equities execution systems, ideally buy-side.</li>\n<li>Experience developing execution algorithms, including VWAP, TWAP, inline and pairs strategies.</li>\n<li>Experience working with matching engines, dark pools and algorithm container frameworks.</li>\n<li>Expert-level Java experience building low-latency, GC-aware, high-throughput distributed systems.</li>\n<li>Bachelor&#39;s degree in Computer Science or a related field.</li>\n</ul>\n<p>The estimated base salary range for this position is $175,000 to $250,000.</p>","enriched_at":1788977498479},{"id":"job_3dfa161b-b21","title":"Market Data Engineer","source_url":"https://mlp.eightfold.ai/careers/job/755958639997","location":"Hong Kong, Hong Kong","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<h4>Job Description</h4>\n<p>We are seeking a Market Data Engineer to join our team at Equity IT in Hong Kong.</p>\n<p>Millennium is a global, diversified alternative investment firm, founded in 1989. Our mission is to deliver results for our investors.</p>\n<h5>About the Role</h5>\n<p>The SPEED Market Data team is focused on high-performance, real-time market data infrastructure that underpins systematic trading. You will support and manage both enterprise and latency-sensitive real-time market data environments, including internal, vendor, and exchange-driven changes.</p>\n<h5>Responsibilities</h5>\n<ul>\n<li>Support and manage enterprise and latency-sensitive real-time market data environments</li>\n<li>Partner with Portfolio Managers, trading desks, and core technology teams to support users of the market data platform and address evolving business needs</li>\n<li>Help shape the team’s technical direction by driving platform enhancements and new engineering initiatives</li>\n<li>Collaborate with hardware and software engineering teams across the firm to build real-time market data processing and distribution systems</li>\n<li>Optimize platform performance through network and systems programming techniques designed to reduce latency and improve reliability</li>\n<li>Design and build tools that automate support and platform management, including monitoring, real-time and historical metrics, visualization, and self-service administrative capabilities</li>\n<li>Strengthen operational processes and workflows across release management, incident response, remediation, exchange notification handling, and SLA enforcement</li>\n<li>Contribute to the stability and evolution of the global market data plant across both low-latency and non-latency-sensitive environments</li>\n</ul>\n<h5>Requirements</h5>\n<ul>\n<li>Experience supporting market data environments within a global organization, including internally developed feed handlers and distribution infrastructure</li>\n<li>Strong understanding of market data concepts, including data models, messaging protocols, order book structures, recovery, and reliability mechanisms</li>\n<li>Technical background in developing and supporting complex market data systems, including platforms such as Bloomberg and Thomson Reuters</li>\n<li>Hands-on site reliability engineering or operational expertise, including system administration, automation, measurement, and release or deployment management</li>\n<li>Experience with monitoring, metrics, and command-and-control capabilities for distributed market data platforms, with the ability to assess current solutions and drive improvements</li>\n<li>Degree in Computer Science or a related field, with strong object-oriented programming or scripting experience</li>\n<li>Solid understanding of Linux internals, networking, and CPU architecture, with the ability to apply that knowledge to high-performance systems</li>\n<li>Strong prioritization, communication, relationship management, and ownership skills, with a detail-oriented approach in fast-moving, high-pressure environments</li>\n</ul>","enriched_at":1788891167998},{"id":"job_cba1ef86-bb6","title":"Software Engineer – Equity Derivatives Pricing & Risk","source_url":"https://mlp.eightfold.ai/careers/job/755958640790","location":"London","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<p>We are seeking a Software Engineer to join our Equities Technology team, which develops and supports Equity Volatility Risk and P&amp;L systems. As a Software Engineer, you will design, develop, and implement robust risk systems that support Equity Volatility trading strategies.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Design, develop, and implement robust risk systems that support Equity Volatility trading strategies</li>\n<li>Build and maintain scalable, high-performance server-side applications using Java and Spring Boot</li>\n<li>Build and integrate exotic pricing models to support product pricing and lifecycle management</li>\n<li>Provide Level 3 production support, including troubleshooting, performance tuning, and resolution of complex system issues</li>\n<li>Identify system bottlenecks proactively and implement improvements that maintain platform performance and reliability</li>\n<li>Conduct code reviews and implement automated testing to strengthen application quality and reliability</li>\n<li>Write clean, maintainable, and testable code in line with software engineering best practices</li>\n</ul>\n<p>Requirements:</p>\n<ul>\n<li>Strong Java development experience building scalable, high-performance systems</li>\n<li>Strong knowledge of Spring Boot and its ecosystem for microservices development</li>\n<li>Experience using Python for scripting and automation</li>\n<li>Experience with distributed caching technologies, such as Ignite or similar platforms</li>\n<li>Familiarity with containerization technologies, including Podman and Kubernetes, and cloud computing platforms such as AWS</li>\n<li>Solid understanding of software development best practices, including Git, CI/CD pipelines, and automated testing frameworks</li>\n<li>Previous experience supporting Equity Derivatives in a sell-side or buy-side environment, with a strong understanding of options and futures</li>\n<li>Understanding of structured products, including their pricing, lifecycle, and risk characteristics, along with strong problem-solving skills and the ability to perform effectively in a fast-paced, high-pressure environment</li>\n</ul>","enriched_at":1788800804579},{"id":"job_9f0cfee1-f6b","title":"Market Data Engineer","source_url":"https://mlp.eightfold.ai/careers/job/755958613268","location":"London","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<p>We are seeking a Market Data Engineer to join our team at Equity IT. As a Market Data Engineer, you will be responsible for supporting and managing both enterprise and latency-sensitive real-time market data environments.</p>\n<h3>Responsibilities</h3>\n<ul>\n<li>Support and manage both enterprise and latency-sensitive real-time market data environments, including internal, vendor, and exchange-driven changes</li>\n<li>Partner with Portfolio Managers, trading desks, and core technology teams to support users of the market data platform and address evolving business needs</li>\n<li>Help shape the team’s technical direction by driving platform enhancements and new engineering initiatives</li>\n<li>Collaborate with hardware and software engineering teams across the firm to build real-time market data processing and distribution systems</li>\n<li>Optimize platform performance through network and systems programming techniques designed to reduce latency and improve reliability</li>\n<li>Design and build tools that automate support and platform management, including monitoring, real-time and historical metrics, visualization, and self-service administrative capabilities</li>\n<li>Strengthen operational processes and workflows across release management, incident response, remediation, exchange notification handling, and SLA enforcement</li>\n<li>Contribute to the stability and evolution of the global market data plant across both low-latency and non-latency-sensitive environments</li>\n</ul>\n<h3>Requirements</h3>\n<ul>\n<li>Experience supporting market data environments within a global organization, including internally developed feed handlers and distribution infrastructure</li>\n<li>Strong understanding of market data concepts, including data models, messaging protocols, order book structures, recovery, and reliability mechanisms</li>\n<li>Technical background in developing and supporting complex market data systems, including platforms such as Bloomberg and Thomson Reuters</li>\n<li>Hands-on site reliability engineering or operational expertise, including system administration, automation, measurement, and release or deployment management</li>\n<li>Experience with monitoring, metrics, and command-and-control capabilities for distributed market data platforms, with the ability to assess current solutions and drive improvements</li>\n<li>Degree in Computer Science or a related field, with strong object-oriented programming or scripting experience</li>\n<li>Solid understanding of Linux internals, networking, and CPU architecture, with the ability to apply that knowledge to high-performance systems</li>\n<li>Strong prioritization, communication, relationship management, and ownership skills, with a detail-oriented approach in fast-moving, high-pressure environments</li>\n</ul>","enriched_at":1788536658891},{"id":"job_ba82a746-bf3","title":"Linux Low Latency Systems Engineer","source_url":"https://mlp.eightfold.ai/careers/job/755958456084","location":"Singapore, Singapore","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<p>We are seeking a Linux Low Latency Systems Engineer to join our team at Equity IT in Singapore.</p>\n<p>As a Linux Low Latency Systems Engineer, you will be part of a globally deployed engineering team responsible for supporting and maintaining Linux, virtualization, and related infrastructure. Your primary focus will be on building, operating, and continuously improving a high-performance, low-latency trading platform in partnership with infrastructure and application support teams.</p>\n<p>Key responsibilities include:</p>\n<ul>\n<li>Supporting and maintaining Linux, virtualization, and related infrastructure</li>\n<li>Building, operating, and continuously improving a high-performance, low-latency trading platform</li>\n<li>Identifying, prioritizing, and resolving complex incidents and service requests</li>\n<li>Gathering requirements, evaluating technical options, and implementing solutions aligned with business and platform needs</li>\n<li>Monitoring platform health and performance, investigating latency and performance issues</li>\n<li>Delivering stable, repeatable, and high-performing Linux systems through automation and code-driven engineering practices</li>\n<li>Leading technical discussions, communicating clearly with stakeholders, and partnering across engineering, development, and business teams</li>\n</ul>\n<p>To be successful in this role, you should have:</p>\n<ul>\n<li>5+ years of hands-on experience in financial technology services, including 3+ years supporting low-latency trading systems and scalable infrastructure</li>\n<li>Deep Linux systems engineering expertise, including performance tuning, low-latency networking, Solarflare OpenOnload, multicast networking, cgroups/cpusets, kernel parameters, and BIOS-level tuning</li>\n<li>Hands-on experience with enterprise server platforms, VMware ESXi/vCenter, networking, DNS, and time-synchronization services</li>\n<li>NVIDIA GPU/CUDA experience for Linux infrastructure and performance-sensitive workloads</li>\n<li>Strong Python and Bash scripting skills, with Ansible configuration-management experience</li>\n<li>Proven ability to troubleshoot across the technology stack, coordinate production changes across teams, and maintain clear documentation and operational excellence in fast-paced environments</li>\n</ul>","enriched_at":1788005205602},{"id":"job_f49c085d-4c3","title":"Equities Technology Relationship Manager","source_url":"https://mlp.eightfold.ai/careers/job/755958189478","location":"New York, New York","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<p>We are seeking an Equities Technology Relationship Manager to join our team at Equity IT in New York.</p>\n<p>As an Equities Technology Relationship Manager, you will serve as the primary technology contact and advocate for Equity Portfolio Managers and their analysts across the region. Your responsibilities will include managing end-to-end technology onboarding for new equity investment teams, partnering with each team to understand their day-one requirements and documenting ongoing technology and AI needs.</p>\n<p>Key responsibilities:</p>\n<ul>\n<li>Serve as the primary technology contact and advocate for Equity Portfolio Managers and their analysts across the region.</li>\n<li>Manage end-to-end technology onboarding for new equity investment teams, from the candidate stage through their transition into the firm.</li>\n<li>Partner with each team to understand day-one requirements and document ongoing technology and AI needs.</li>\n<li>Maintain accurate technology user profiles and clear records of open items, accountable owners and target completion dates.</li>\n<li>Coordinate across Business Management, Operations, Trading, Data and other functions to align expectations and drive delivery.</li>\n<li>Communicate progress and risks through the appropriate management channels, escalating issues when necessary.</li>\n</ul>\n<p>Requirements:</p>\n<ul>\n<li>At least five years of experience in a client-facing relationship management, technical account management, product management or project management role.</li>\n<li>Financial services experience working directly with equity investment professionals.</li>\n<li>Excellent written and verbal communication skills, with the credibility to engage effectively with senior investment professionals and engineering leaders.</li>\n<li>Exceptional organisational skills and attention to detail, with a demonstrated ability to manage multiple workstreams, accountable owners and tight deadlines simultaneously.</li>\n<li>Strong understanding of equity investment workflows, including research, portfolio construction and risk management, as well as the technology and tools that support Portfolio Managers.</li>\n<li>Strong analytical skills, including the ability to translate investment team needs into clear, documented requirements for development teams.</li>\n</ul>\n<p>Benefits:</p>\n<ul>\n<li>The estimated base salary range for this position is $175,000 to $250,000.</li>\n<li>Comprehensive benefits package, including a base salary, discretionary performance bonus.</li>\n</ul>","enriched_at":1787742712250},{"id":"job_a7cf46b6-109","title":"Senior Quantitative Developer","source_url":"https://mlp.eightfold.ai/careers/job/755957773457","location":"New York, New York","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<p>We are seeking a Senior Quantitative Developer to join our team at Equity IT in New York.</p>\n<p>Millennium is a global, diversified alternative investment firm, founded in 1989. Our mission is to deliver results for our investors.</p>\n<p>As a Senior Quantitative Developer, you will be responsible for designing, developing, and maintaining low-latency C++ execution algorithms, order management systems, strategy containers, connectivity, and messaging systems.</p>\n<p>Key responsibilities include:</p>\n<ul>\n<li>Designing, developing, and maintaining low-latency C++ execution algorithms, order management systems, strategy containers, connectivity, and messaging systems.</li>\n<li>Partnering directly with central trading teams to optimize execution performance across businesses and regions.</li>\n<li>Reducing system latency using advanced network and systems programming techniques and other performance-focused methodologies.</li>\n<li>Building systems, interfaces, and tools for historical market data analysis and trading simulations to improve research productivity and system testability.</li>\n<li>Developing and maintaining automated tests, performance benchmarking frameworks, and internal engineering tools.</li>\n<li>Collaborating with trading teams in a fast-paced environment to gather requirements and deliver effective, timely solutions.</li>\n</ul>\n<p>To be successful in this role, you will need:</p>\n<ul>\n<li>A Bachelor’s degree in Computer Science or a related field.</li>\n<li>10+ years of professional software development experience, including at least 5 years in a front-office financial services environment.</li>\n<li>Strong expertise in data structures, algorithms, and object-oriented programming in C++.</li>\n<li>Proficiency with C++17 and C++20, multithreading, and asynchronous programming environments.</li>\n<li>Strong understanding of low-latency and real-time system design and implementation.</li>\n<li>Deep knowledge of Linux system internals and networking.</li>\n<li>Strong financial markets experience across multiple asset classes, with a focus on real-time, low-latency trading systems for equities and futures.</li>\n<li>Proficiency using LLM-based tools to accelerate development, improve code quality, and enhance productivity; working familiarity with Python for quantitative research, data-oriented processing, and execution algorithm performance analysis.</li>\n</ul>\n<p>The estimated base salary range for this position is $175,000 to $250,000.</p>","enriched_at":1785176080038}],"category_normalised":[{"category":"it","count":12},{"category":"engineering","count":3},{"category":"finance","count":1}],"velocity":{"weeks":[{"week_start":"2026-04-13","count":2},{"week_start":"2026-05-18","count":1},{"week_start":"2026-06-08","count":1},{"week_start":"2026-07-06","count":1},{"week_start":"2026-07-13","count":1},{"week_start":"2026-07-20","count":1},{"week_start":"2026-08-24","count":2},{"week_start":"2026-08-31","count":2},{"week_start":"2026-09-07","count":4},{"week_start":"2026-09-14","count":1}],"trend":"stable","wow_pct":-75},"momentum":{"recent_14d":6,"prior_14d":3,"growth_pct":100,"classification":"stable"},"salary_vs_industry":{"company_median":212500,"industry_median":null,"percentile":null,"sample_size":8,"by_region":[{"region":"United States","company_median":212500,"industry_median":null,"sample":8}],"transparency_pct":50,"industry_transparency_pct":0,"transparency_warning":false},"market_share":{"company_jobs":16,"industry_total":16,"share_pct":100,"rank":1,"peer_count":1},"ai_exposure":{"occupation_weighted_score":0.257,"skill_weighted_score":0.252,"top_exposed_titles":[{"title":"Market Data Engineer","count":2,"score":0.288}],"top_exposed_skills":[{"skill":"Java","count":3,"score":0.299},{"skill":"Jira","count":3,"score":0.269},{"skill":"Financial Services","count":3,"score":0.254},{"skill":"Python","count":6,"score":0.242},{"skill":"AWS","count":3,"score":0.204}]},"peer_set":[],"skills_lq":[],"geographic_shift":{"current":[{"region":"United States","count":10,"share_pct":62.5},{"region":"APAC","count":3,"share_pct":18.8},{"region":"United Kingdom","count":3,"share_pct":18.8}],"emerging":[{"region":"United States","recent_30d":3,"prior_30d":1,"growth_pct":200},{"region":"APAC","recent_30d":3,"prior_30d":0,"growth_pct":100},{"region":"United Kingdom","recent_30d":3,"prior_30d":0,"growth_pct":100}],"shrinking":[]},"seniority_anomalies":{"exec_recent_30d":0,"exec_prior_90d_avg":0,"exec_growth_pct":0,"notable_exec_hires":[]},"posting_dynamics":{"median_days_open":18,"industry_median_days_open":null,"long_open_count":4,"closure_rate_pct":64}}}}