{"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":"Move Over, Private Equity. It’s Great to Be a Banker Again. - The New York Times","url":"https://news.google.com/rss/articles/CBMid0FVX3lxTFBWS19qLV9rS3pnNlhaX1JhRmVsT3hlTkJmQ0VMckdpZzBvbVZRMzMxTFN2UVRaUXN4Z2VWLU5BeVJKVmJEeXFiSkxsaXZyTUhSeG5hY2NvZ2tRSzAtZTFPN0l5NVlzOF9vdXRSdUZ4RXVxQmJpTjEw?oc=5","publisher":"The New York Times","date":"2026-05-22","snippet":"Move Over, Private Equity. It’s Great to Be a Banker Again. The New York Times"},{"title":"Fiedler, Burgos bill to rein in utility profits, protect consumers reported out of House Consumer Protection Committee - Pennsylvania House Democratic Caucus","url":"https://news.google.com/rss/articles/CBMiZ0FVX3lxTFAzaTl2NFVEQko5QUJ3Nl9fNEptLUdOWU91UWtrbG9xb3p6RjZtUHBlbkxWTzd6QklGbzFuQjc3ZzVBdkVZc3oyNXA2TV9SRGVnUmZRd09KanFhYWJHNnBtMVJwRmRldmc?oc=5","publisher":"Pennsylvania House Democratic Caucus","date":"2026-06-09","snippet":"Fiedler, Burgos bill to rein in utility profits, protect consumers reported out of House Consumer Protection Committee Pennsylvania House Democratic Caucus"},{"title":"Binghamton students win NY Business Plan Competition - Binghamton University","url":"https://news.google.com/rss/articles/CBMisgFBVV95cUxQNTVuN2RYS2dBZXFDWTk2UUJMNWp1dEZCeUwzd25NZHJZTktvOHBDUzdrdEx4ZnplVzRuamxJNGMwanlETHpPWVdyMElDT1cyUTlKLXR3UmdBMGZhSXM0b1phbnI3czVpRUZva0gxZjYyRkZZanBrcDVFUy1zNDgwWmlDQ01pZGo0eXFWM0ZMRWptbUxJWlZJZXppWk5pdnpXZlpUX0wtd1FKWm1OUGhDUFF3?oc=5","publisher":"Binghamton University","date":"2026-05-21","snippet":"Binghamton students win NY Business Plan Competition Binghamton University"},{"title":"Pantheon’s Hassanally: Debut CFO unlocks secondaries for constricted investors - Secondaries Investor","url":"https://news.google.com/rss/articles/CBMiswFBVV95cUxOb3hEVWNkT0pBQjYxRHZMVVhTX2NtY2RHaVpnZF9ZUkduQ3FFUnpsR2d4M29BLTJmREl6T1VmUV9fOTViMmRQa3VEei00RWdzVWxPQks2ZWNhY0RIejZtVDlETERyMEFiY2NCN2ktdUM4MTB0ampxMnJ6c1hFUTRfVEtnYXBjcXU0a1RrLUdaZXhOaG11NWY4SllKSnM4dG1abmpMeXVOR3VvRDJvR1NSZERhZw?oc=5","publisher":"Secondaries Investor","date":"2026-05-21","snippet":"Pantheon’s Hassanally: Debut CFO unlocks secondaries for constricted investors Secondaries Investor"},{"title":"You Raised a Big Round. Hiring Just Got Harder. - Menlo Ventures","url":"https://news.google.com/rss/articles/CBMihAFBVV95cUxQRVZiMVh2Wmtab3NUVmxFRVM3NDJ3YWRuU2JfZ0Z0X2c0QUFjTFZpTUhDdHpreEZLXzc2d21RX3FTU3ZOWjRRODVnMENkQWliWVFGLWJJOHRkUGUwQW0wVE8ybG41SDRYakhMY0JaWWFBNDlNbEJWTVZ5ZUJ0TlBLSmplTkE?oc=5","publisher":"Menlo Ventures","date":"2026-05-13","snippet":"You Raised a Big Round. Hiring Just Got Harder. Menlo Ventures"}],"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":15,"categories":[{"category":"engineering","count":11},{"category":"it","count":3},{"category":"finance","count":1}],"experience_levels":[{"level":"senior","count":11},{"level":"mid","count":4}],"work_arrangements":[{"arrangement":"onsite","count":13},{"arrangement":"hybrid","count":1}],"top_titles":[{"title":"Production Support Engineer","count":2},{"title":"Technical Lead, MFT MDE Analytics Engineering","count":1},{"title":"Software Engineer - Equities RAD Technology","count":1},{"title":"Senior Technical Business Analyst - Algorithmic Execution","count":1},{"title":"Senior Software Engineer – Order Management & Trade Allocation (C++/Linux)","count":1},{"title":"Senior Software Engineer - Trading Technology Infrastructure","count":1},{"title":"Senior Software Engineer - EQ Derivatives Pricing & Risk","count":1},{"title":"Quantitative Developer - Equity Factor Model Risk Technology","count":1},{"title":"Python Developer - EQ Factor Model Risk Technology","count":1},{"title":"KDB Engineer - Equities Research Technology","count":1},{"title":"Forward Deployed Software Engineer - Equities Technology","count":1},{"title":"FIX Connectivity Engineer - Trading","count":1},{"title":"C++ Software Engineer - Trade Capture","count":1},{"title":"Business Analyst - Treasury","count":1}],"locations":[{"location":"new york, new york, united states of america","count":10},{"location":"new york, new york","count":2},{"location":"singapore, singapore","count":1},{"location":"new york, new york, united states of america · miami, florida, united states of america","count":1},{"location":"miami, florida, united states of america","count":1}],"skills":[{"skill":"Python","required":8,"preferred":0,"total":8},{"skill":"SQL","required":4,"preferred":1,"total":5},{"skill":"Equities","required":2,"preferred":3,"total":5},{"skill":"C++","required":4,"preferred":0,"total":4},{"skill":"Java","required":3,"preferred":1,"total":4},{"skill":"Data Structures","required":4,"preferred":0,"total":4},{"skill":"Linux","required":4,"preferred":0,"total":4},{"skill":"Futures","required":1,"preferred":3,"total":4},{"skill":"Object-oriented Programming","required":3,"preferred":0,"total":3},{"skill":"Algorithms","required":3,"preferred":0,"total":3},{"skill":"FX","required":1,"preferred":2,"total":3},{"skill":"Object-Oriented Design","required":2,"preferred":0,"total":2},{"skill":"DevOps","required":2,"preferred":0,"total":2},{"skill":"Ci/cd Pipelines","required":2,"preferred":0,"total":2},{"skill":"FIX Protocol","required":1,"preferred":1,"total":2},{"skill":"Network Programming","required":2,"preferred":0,"total":2},{"skill":"Relational Databases","required":2,"preferred":0,"total":2},{"skill":"Options","required":0,"preferred":2,"total":2},{"skill":"C#","required":2,"preferred":0,"total":2},{"skill":"PostgreSQL","required":2,"preferred":0,"total":2}],"salary_stats":{"count":13,"min":137500,"q1":212500,"median":212500,"q3":212500,"max":212500},"job_types":[{"type":"full-time","count":15}],"latest_jobs":[{"id":"job_bb674e5c-5b1","title":"Senior Software Engineer - Trading Technology Infrastructure","source_url":"https://mlp.eightfold.ai/careers/job/755956684254","location":"Singapore, Singapore","job_type":"full-time","experience_level":"senior","work_arrangement":"hybrid","category":"IT","description":"<p>We are seeking a senior developer to join our global development team in the buildout of our real-time data distribution system and a new sequencer-based trading platform.</p>\n<h4>Responsibilities</h4>\n<ul>\n<li>Software Development: Contribute to the design, development, and maintenance of scalable, real-time transactional systems and services that support our strategic trading architecture and sequencer platform.</li>\n<li>Collaboration: Work closely with other technology teams across the Millennium technology organization (Singapore and US) to ensure seamless integration and communication.</li>\n<li>Escalation Support (Asia Hours): Act as an escalation point for applications and services during Asia trading hours, helping diagnose and resolve production issues.</li>\n<li>Quality Code: Deliver high-quality, well-tested code with quick turnaround times, adhering to best practices and coding standards.</li>\n<li>Continuous Improvement: Take ownership of projects and proactively suggest and implement improvements across the infrastructure and tooling.</li>\n</ul>\n<h4>Requirements</h4>\n<ul>\n<li>Technical Proficiency: Proven experience building scalable, real-time transactional systems in C++ and/or Java.</li>\n<li>Programming Experience: 7+ years of professional software development experience with C++ and/or Java, plus working knowledge of Python for tooling, automation, or services.</li>\n<li>Database Knowledge: Proficient in database concepts, including both SQL and NoSQL technologies.</li>\n<li>Algorithms and Data Structures: Strong understanding of algorithms and data structures; experience with performance and reliability in low-latency or high-throughput environments is a plus.</li>\n<li>AI / Automation: Experience applying AI/ML or modern automation techniques (e.g., intelligent monitoring, anomaly detection, code or test generation, or data-driven optimization) to improve reliability, performance, or developer productivity.</li>\n<li>Communication Skills: Strong written and verbal communication skills for effective interaction with team members and stakeholders across regions (Asia and US).</li>\n<li>Self-Starter: Critical thinker who takes ownership of projects, works effectively in a globally distributed team, and suggests improvements for the broader infrastructure.</li>\n<li>Continuous Deployment: Experience in building systems with continuous deployment, CI/CD pipelines, and automated testing.</li>\n</ul>","enriched_at":1781810939538},{"id":"job_2bfa6355-536","title":"Senior Software Engineer – Order Management & Trade Allocation (C++/Linux)","source_url":"https://mlp.eightfold.ai/careers/job/755954320197","location":"New York, New York","job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"IT","description":"<p>We are seeking a highly skilled Senior Software Engineer with deep expertise in C++ and low-latency Linux server-side development to help design and build the next generation of our firm’s global trading platform.</p>\n<p>This role focuses on the core order management and trade allocation systems that support all asset classes traded across the firm.</p>\n<p>You will be a key contributor to a greenfield architecture centered around an in-house sequencer framework that enables deterministic event ordering, real-time state management, and ultra-low-latency processing.</p>\n<h4>Responsibilities</h4>\n<p>As part of the Order Management &amp; Allocation engineering team, you will:</p>\n<ul>\n<li>Design and implement components of a new firm-wide order and execution workflow platform.</li>\n<li>Build systems that intake aggregate orders with complex allocation instructions.</li>\n<li>Perform real-time risk, compliance, and order-marking checks.</li>\n<li>Route orders to global brokers and venues across Equities, Futures, FX, and other products.</li>\n<li>Process executions and perform real-time allocation of fills to fund accounts and feed this downstream to post-trade systems.</li>\n<li>Develop real-time and historical analytics, monitoring, and reconciliation tools.</li>\n<li>Work closely with portfolio managers, traders, middle office, and risk teams to understand requirements and translate them into robust, scalable solutions.</li>\n<li>Own the end-to-end lifecycle of features: design, implementation, testing, deployment, and operational support.</li>\n<li>Contribute to system performance tuning, profiling, and optimization to meet stringent latency and throughput requirements.</li>\n<li>Participate in code reviews, architecture discussions, and ongoing improvements to development standards and best practices.</li>\n</ul>\n<h4>Qualifications &amp; Required Skills</h4>\n<ul>\n<li>7+ years of experience developing high-performance C++ server-side applications on Linux, including systems operating within sub-50µs latency budgets.</li>\n<li>Hands-on experience with Aeron, SBE, or comparable low-latency messaging technologies used in trading systems.</li>\n<li>Understanding of binary wire protocols, message serialization, and zero-copy data movement.</li>\n<li>Strong background in real-time, event-driven architectures, inter-process communication, and concurrency.</li>\n<li>Deep understanding of Linux internals, performance tuning, memory management, and network programming.</li>\n<li>Strong command of object-oriented design, data structures, algorithms, and low-level systems concepts.</li>\n<li>Familiarity with trading workflows and product knowledge across Equities, Futures, Options, and Fixed Income is strongly preferred.</li>\n<li>Experience with SQL; exposure to kdb+/q is a significant differentiator.</li>\n<li>Hands-on Java development experience is highly beneficial.</li>\n<li>Bachelor’s or Master’s degree in Computer Science, Engineering, or a related discipline.</li>\n<li>Detail-oriented with a strong sense of ownership and pride in high-quality work.</li>\n<li>Collaborative mindset with the ability and desire to help others succeed.</li>\n<li>Ability to operate effectively in a fast-paced, high-pressure environment with frequently shifting priorities.</li>\n<li>Strong communication skills with the ability to interact across technical and business teams.</li>\n</ul>\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. Millennium pays a total compensation package which includes a base salary, discretionary performance bonus, and a comprehensive benefits package. When finalizing an offer, we take into consideration an individual’s experience level and the qualifications they bring to the role to formulate a competitive total compensation package.</p>","enriched_at":1781789602016},{"id":"job_9e7a56df-25b","title":"Production Support Engineer","source_url":"https://mlp.eightfold.ai/careers/job/755956547917","location":"New York, New York","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Engineering","description":"<p>We are looking for an experienced professional to join the company&#39;s Production Engineering Support team.</p>\n<p>Millennium&#39;s Production Engineering is responsible for the production systems, including Trading software, environment management, and software deployment. It involves working closely with a variety of other Technology teams at Millennium, including Level 1 Trade App Support, Developers, QA Testers, and Infrastructure Technology, as well as with Portfolio Managers and Traders.</p>\n<p>The key strategy for Production Engineering revolves around automation logic and tools, to allow management of a continually larger enterprise footprint. We use a combination of in-house and industry-standard tools for configuration and application deployment solutions, and leverage frameworks which can quickly provide a holistic view of the overall platform.</p>\n<p>We provide significant value-add during the release process, and ensure quality software is delivered in a timely manner.</p>\n<p>Principal Responsibilities</p>\n<ul>\n<li>Build, develop and maintain a reliable, scalable, and integrated platform for trading strategy monitoring, reporting, and operations.</li>\n</ul>\n<ul>\n<li>Work with portfolio managers and other internal customers to reduce operational risk through:</li>\n</ul>\n<ul>\n<li>Implementation of monitoring, reporting, and trade workflow solutions.</li>\n</ul>\n<ul>\n<li>Implementation of automated systems and processes focused on trading and operations.</li>\n</ul>\n<ul>\n<li>Streamlining development and deployment processes.</li>\n</ul>\n<p>Technical Qualification</p>\n<ul>\n<li>3+ years of development experience in Python.</li>\n</ul>\n<ul>\n<li>Experience working in a Linux / Unix environment.</li>\n</ul>\n<ul>\n<li>Experience working with PostgreSQL or other relational databases.</li>\n</ul>\n<ul>\n<li>Ability to understand and discuss requirements from portfolio managers.</li>\n</ul>\n<p>Preferred Skills and Experience</p>\n<ul>\n<li>Experience operating and monitoring low-latency trading environments.</li>\n</ul>\n<ul>\n<li>Familiarity with electronic trading concepts. Understands FIX protocol</li>\n</ul>\n<ul>\n<li>Familiarity with financial data.</li>\n</ul>\n<ul>\n<li>Broad understanding of equities, futures, FX, or other financial instruments.</li>\n</ul>\n<ul>\n<li>Experience automating SDLC pipelines (e.g., Jenkins, TeamCity, or AWS CodePipeline).</li>\n</ul>\n<ul>\n<li>Experience with containerization and orchestration technologies.</li>\n</ul>\n<ul>\n<li>Experience building and deploying systems that utilize services provided by AWS, GCP or Azure.</li>\n</ul>\n<ul>\n<li>Contributions to open-source projects.</li>\n</ul>\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":1781107659011},{"id":"job_690493e0-204","title":"Quantitative Developer - Equity Factor Model Risk Technology","source_url":"https://mlp.eightfold.ai/careers/job/755956289712","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Engineering","description":"<p>We are seeking an exceptional individual to join our Equity Factor Risk Model Technology team. As a Quantitative Developer, you will play a key role in building and enhancing our equity portfolio analytics platform. Your responsibilities will include building expertise in Barra and proprietary factor risk models, architecting and building big data infrastructure, and identifying and implementing internal process improvements. You will also work with our portfolio research team to develop and integrate new analytics models into our delivery platforms.</p>\n<p>This is an opportunity to work on highly data-intensive, compute-heavy distributed systems that power both historical and real-time portfolio analytics. You will have strong learning potential, exposure to challenging technical problems, and the chance to contribute to impactful work at the intersection of engineering, data, and quantitative analytics.</p>\n<p>To succeed in this role, you will need a minimum of 3+ years of Python development experience in a buy-side financial firm, advanced working knowledge of Cloud Compute like AWS or GCP, and experience designing and building data Lakehouse architecture. You will also need experience working with Spark and Trino/Spark compute, and expertise with open table formats such as Delta Lake and/or Iceberg. Additionally, you will need broad understanding of equity markets and portfolio construction, strong communication skills, and detail-oriented approach.</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. Millennium pays a total compensation package which includes a base salary, discretionary performance bonus, and a comprehensive benefits package.</p>","enriched_at":1780574918513},{"id":"job_f2602265-e45","title":"Production Support Engineer","source_url":"https://mlp.eightfold.ai/careers/job/755956330847","location":"New York, New York, United States of America · Miami, Florida, United States of America","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Engineering","description":"<p>We are looking for an experienced professional to help us scale our systematic operations and support engineering capabilities.</p>\n<p>This role directly supports portfolio management teams across Millennium, with operational excellence at the core.</p>\n<p>Our efforts are focused on delivering the highest quality returns to our investors – providing a world-class and reliable trading and technology platform is essential to this mission.</p>\n<p>This is a unique opportunity to drive significant value creation for one of the world’s leading investment managers.</p>\n<p>Principal Responsibilities:</p>\n<ul>\n<li>Build, develop and maintain a reliable, scalable, and integrated platform for trading strategy monitoring, reporting, and operations.</li>\n</ul>\n<ul>\n<li>Work with portfolio managers and other internal customers to reduce operational risk through:</li>\n</ul>\n<ul>\n<li>Implementation of monitoring, reporting, and trade workflow solutions.</li>\n</ul>\n<ul>\n<li>Implementation of automated systems and processes focused on trading and operations.</li>\n</ul>\n<ul>\n<li>Streamlining development and deployment processes.</li>\n</ul>\n<ul>\n<li>Implementation of MCP servers focused on assisting rest of the Support Engineering team as well as proactively monitoring production environment.</li>\n</ul>\n<p>Technical Qualification:</p>\n<ul>\n<li>5+ years of development experience in Python.</li>\n</ul>\n<ul>\n<li>Experience working in a Linux / Unix environment.</li>\n</ul>\n<ul>\n<li>Experience working with PostgreSQL or other relational databases.</li>\n</ul>\n<ul>\n<li>Ability to understand and discuss requirements from portfolio managers.</li>\n</ul>\n<p>Preferred Skills and Experience:</p>\n<ul>\n<li>Understanding of NLP, supervised/non-supervised learning and Generative AI models.</li>\n</ul>\n<ul>\n<li>Experience operating and monitoring low-latency trading environments.</li>\n</ul>\n<ul>\n<li>Familiarity with quantitative finance and electronic trading concepts.</li>\n</ul>\n<ul>\n<li>Familiarity with financial data.</li>\n</ul>\n<ul>\n<li>Broad understanding of equities, futures, FX, or other financial instruments.</li>\n</ul>\n<ul>\n<li>Experience designing and developing distributed systems with a focus on backend development in C/C++, Java, Scala, Go, or C#.</li>\n</ul>\n<ul>\n<li>Experience with Apache / Confluent Kafka.</li>\n</ul>\n<ul>\n<li>Experience automating SDLC pipelines (e.g., Jenkins, TeamCity, or AWS CodePipeline).</li>\n</ul>\n<ul>\n<li>Experience with containerization and orchestration technologies.</li>\n</ul>\n<ul>\n<li>Experience building and deploying systems that utilize services provided by AWS, GCP or Azure.</li>\n</ul>\n<ul>\n<li>Contributions to open-source projects.</li>\n</ul>\n<p>The estimated base salary range for this position is $100,000 to $175,000, which is specific to New York and may change in the future.</p>","enriched_at":1780128542735},{"id":"job_3e23775e-6f3","title":"Python Developer - EQ Factor Model Risk Technology","source_url":"https://mlp.eightfold.ai/careers/job/755955323252","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Engineering","description":"<p>We are looking for an exceptional Python developer to join our Equity Factor Risk Model Technology team. As a key member of the team, you will be responsible for building and enhancing our equity portfolio analytics platform, including support for MSCI Barra equity factor risk models and the delivery of real-time analytics.</p>\n<p>This is an opportunity to work on highly data-intensive, compute-heavy distributed systems that power both historical and real-time portfolio analytics. You will have strong learning potential, exposure to challenging technical problems, and the chance to contribute to impactful work at the intersection of engineering, data, and quantitative analytics.</p>\n<p>Key responsibilities include:</p>\n<ul>\n<li>Building expertise in Barra and proprietary factor risk models</li>\n<li>Architecting and building big data infrastructure with the goal of an automated portfolio research environment</li>\n<li>Identifying, designing, and implementing internal process improvements: automating manual processes, optimizing data pipeline, re-designing infrastructure for greater scalability, etc.</li>\n<li>Working with portfolio research team on the development and integration of new analytics models into the firm&#39;s delivery platforms</li>\n<li>Performing extensive back-testing of existing and new risk factor models</li>\n</ul>\n<p>Required skills include:</p>\n<ul>\n<li>Minimum of 3+ years Python development experience in buy-side financial firms</li>\n<li>Advanced working knowledge of SQL</li>\n<li>Experience designing and building data Lakehouse architecture is a significant plus</li>\n<li>Experience working with Spark and Trino/Spark compute, and expertise with open table formats such as Delta Lake and/or Iceberg is a significant plus</li>\n<li>Strong working knowledge of statistics</li>\n<li>Broad understanding of equity markets and portfolio construction</li>\n<li>Strong communication skills, as this role involves direct communication with risk management and trading</li>\n<li>Detail-oriented, a quick learner, and able to adapt to a dynamic, high-paced environment</li>\n<li>Demonstrated track record of success in challenging environments</li>\n</ul>\n<p>Millennium pays a total compensation package which includes a base salary, discretionary performance bonus, and a comprehensive benefits package. 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":1779332968243},{"id":"job_73f7278f-136","title":"Business Analyst - Treasury","source_url":"https://mlp.eightfold.ai/careers/job/755956234836","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Finance","description":"<p>The Business Analyst - Treasury role at Equity IT is responsible for driving end-to-end delivery of Treasury initiatives while maintaining strategic alignment with business objectives. The Business Analyst will be dedicated to Financing and will be responsible for requirements documentation, project delivery, program management, domain knowledge, and collaboration with all teams involved in the software development lifecycle.</p>\n<p>Principal Responsibilities: Act as the primary Business Analyst supporting Financing initiatives, with a focus on strategic platform enhancements, workflow improvements, and production process support. Partner with Financing business stakeholders to gather, analyze, and document business, functional, and technical requirements. Own requirements definition and scoping for strategic IT solutions supporting Financing workflows, including preparation of business requirements, functional specifications, process flows, and user stories. Work closely with development teams to translate business requirements into detailed specifications, clarify open questions, and support implementation. Manage Jira backlog, story creation, prioritization, status tracking, and release cycles across multiple concurrent initiatives. Perform extensive data analysis to provide business transparency, identify deficiencies, validate system behavior, and support platform implementations. Investigate production issues and perform hands-on debugging, root cause analysis, and issue triage in partnership with Technology and business users. Coordinate and support testing efforts, including preparation of test cases, execution of UAT, validation of results, and tracking of issues through resolution. Support production roll-out activities, post-release validation, and business adoption of new functionality. Proactively engage on continuous improvement efforts for application design, support, and practice development efforts.</p>\n<p>Qualifications/Skills Required: 7+ years of hands-on experience in business analysis in financial services. Strong knowledge of Financing, including debit financing, securities lending, margin, and related financing workflows. Knowledge of fixed income financing, including collateral and repo, is a plus. Experience managing Jira, release cycles, backlog prioritization, and coordination across business and technology teams. Strong data analysis skills and the ability to identify root causes, reconcile issues, and validate outcomes across systems and workflows. Excellent organizational, verbal and written communication skills. Comfortable with direct query of enterprise databases and working with large, complex data sets to answer questions and model concepts. Strong understanding of financial products (Equity, FI, Futures, OTC, FX, etc) and financing/margin policies. Working knowledge and experience with complex business systems integration as well as object-oriented design patterns and development. Experience with development methodologies including waterfall or agile, for example. Experience coordinating projects across multiple teams / functional areas. Ability to communicate at detailed levels to development teams and users and executive updates to senior stakeholders. Ability to thrive in a dynamic, fast-paced environment with an independent/self-starter work ethic.</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":1779246476362},{"id":"job_d97fb0b4-c47","title":"KDB Engineer - Equities Research Technology","source_url":"https://mlp.eightfold.ai/careers/job/755955532726","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Engineering","description":"<p>We are seeking a skilled KDB Engineer to join our team responsible for designing, developing, and supporting technology platforms used firmwide for equities research and trading. The successful candidate will work closely with the R&amp;D and application development teams to create next-generation high-performance real-time analytics solutions.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Assist in the design, prototype, and implementation of high-performance real-time analytics solutions</li>\n<li>Collaborate with the team to build a market-leading portfolio PL and Risk platform</li>\n<li>Work with different technologies to provide state-of-the-art intraday analytics platforms</li>\n<li>Impact application development and architecture of highly scalable real-time platforms</li>\n</ul>\n<p>Qualifications:</p>\n<ul>\n<li>4+ years of experience in KDB+ q application development on Linux</li>\n<li>Experience in writing and maintaining feed handlers, real-time and historical databases</li>\n<li>Experience in working with multiple q processes interacting with each other in tandem</li>\n<li>Experience in writing clean testable code</li>\n<li>Basic understanding of computer networking</li>\n<li>Experience working with various monitoring tools</li>\n<li>Basic understanding of equities, linear products, and financial markets</li>\n<li>Good team player with a strong willingness to participate and help others</li>\n</ul>\n<p>Nice-to-have:</p>\n<ul>\n<li>Cross-asset risk analytics experience</li>\n<li>Experience building large-scale real-time portfolio risk and PL engines</li>\n<li>Experience rebuilding platforms to scale horizontally with the business</li>\n<li>Experience with KDB+ q or interfacing C/C++ with KDB</li>\n</ul>","enriched_at":1778710090390},{"id":"job_71155bda-351","title":"Software Engineer - Equities RAD Technology","source_url":"https://mlp.eightfold.ai/careers/job/755955506758","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Engineering","description":"<p>We are seeking a talented Software Engineer to enhance and maintain Millennium&#39;s Excel platform, a world-class system that provides investment teams with proprietary formulas for retrieving Millennium data inside Excel. The data sets available are sourced from many applications and teams across the Firm and are continually growing and expanding.</p>\n<p>In this role, you will contribute hands-on to the design and implementation of new features as well as support existing functionality. You will collaborate closely with Equity Portfolio and Business Management teams to understand their requirements and translate them into robust solutions in Excel.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Collaborate with internal data source owners and Technology teams to facilitate strategic and accurate data delivery functionality through Excel</li>\n<li>Implement new keyword formulas to facilitate data retrieval across systems</li>\n<li>Enhance existing Excel add-in with functionality based on user requirements</li>\n<li>Collaborate with internal teams to support AI-driven capabilities surrounding our Excel platform, including Wiki content search, workbook interaction, and model building</li>\n<li>Maintain, support, and improve capabilities as new requirements arise over time</li>\n<li>Work jointly with Portfolio Management and Equities Management teams to capture requirements, monitor delivery, and manage expectations</li>\n</ul>\n<p>Qualifications &amp; Requirements:</p>\n<ul>\n<li>8-10+ years of hands-on experience in distributed Excel development environment</li>\n<li>Experience developing Excel add-ins in C# using Excel-DNA/VSTO/COM</li>\n<li>Experience with ASP.NET Core Web API platform for developing scalable REST APIs</li>\n<li>Experience with CI/CD lifecycle, including deployment of services on Windows Server with IIS</li>\n<li>Understanding of authentication and authorization mechanisms for secure system integration across Windows and Linux environments</li>\n<li>Experience with Python and commonly used frameworks and libraries</li>\n<li>Experience with AI/LLM concepts, models, libraries, and tooling</li>\n<li>Strong analytical and problem-solving abilities</li>\n<li>Ability to work independently in a fast-paced environment</li>\n<li>Solid communication skills</li>\n</ul>\n<p>Additional Experience (Plus):</p>\n<ul>\n<li>Experience with Office.js framework for developing modern JavaScript-based Excel Add-Ins, including ribbons commands, task panes, and custom functions</li>\n<li>Experience with VBA for automating Excel workflows in a robust and reliable way</li>\n<li>Understanding of Equity markets, trading, and market data (Bloomberg)</li>\n</ul>\n<p>Millennium pays a total compensation package which includes a base salary, discretionary performance bonus, and a comprehensive benefits package. 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":1778004334469},{"id":"job_af8ed06d-a9a","title":"Forward Deployed Software Engineer - Equities Technology","source_url":"https://mlp.eightfold.ai/careers/job/755953439247","location":"Miami, Florida, United States of America","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Engineering","description":"<p>We are seeking a hands-on, business-facing engineer to join our team. In this role, you will partner directly with some of the most sophisticated quantitative researchers, developers, and portfolio managers in the industry.</p>\n<p>Our team is a specialized group of engineers operating at the intersection of technology and quantitative finance. We function as an internal centre of excellence, providing expert-level solutions, architecture, and hands-on development in AI, Cloud (AWS/GCP), DevOps, and high-performance computing.</p>\n<p>As a forward deployed software engineer, you will be responsible for translating complex research requirements into robust, scalable, and secure technical architectures across on-prem, hybrid, and cloud environments. You will write high-quality, production-ready code across the full stack, including Python libraries, infrastructure-as-code (Terraform), CI/CD pipelines, automation scripts, and ML/AI proof-of-concepts.</p>\n<p>You will also develop and maintain our suite of managed products, reusable patterns, and best practice guides to provide self-service options and accelerate onboarding for new and existing teams. Additionally, you will act as the primary technical point of contact for embedded engagements, owning projects from discovery and planning through to implementation, knowledge transfer, and support.</p>\n<p>To succeed in this role, you will need to have a deep understanding of computer science principles, including data structures, algorithms, and system design. You will also need to have experience working with cloud providers, such as AWS or GCP, and be familiar with infrastructure-as-code concepts. Excellent verbal and written communication skills are also essential, as you will need to build strong relationships with stakeholders and articulate complex ideas to diverse audiences.</p>\n<p>Innovative thinking and a passion for AI/ML and its practical applications are highly desirable. Experience designing systems and architectures from ambiguous business needs, as well as experience with scheduling or asynchronous workflow frameworks/services, is also preferred.</p>","enriched_at":1776550453794}],"category_normalised":[{"category":"engineering","count":11},{"category":"it","count":3},{"category":"finance","count":1}],"velocity":{"weeks":[{"week_start":"2026-04-13","count":6},{"week_start":"2026-05-04","count":1},{"week_start":"2026-05-11","count":1},{"week_start":"2026-05-18","count":2},{"week_start":"2026-05-25","count":1},{"week_start":"2026-06-01","count":1},{"week_start":"2026-06-08","count":1},{"week_start":"2026-06-15","count":2}],"trend":"decelerating","wow_pct":100},"momentum":{"recent_14d":3,"prior_14d":2,"growth_pct":50,"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":53,"industry_transparency_pct":0,"transparency_warning":false},"market_share":{"company_jobs":15,"industry_total":15,"share_pct":100,"rank":1,"peer_count":1},"ai_exposure":{"occupation_weighted_score":0.229,"skill_weighted_score":0.218,"top_exposed_titles":[{"title":"Production Support Engineer","count":2,"score":0.037}],"top_exposed_skills":[{"skill":"Data Structures","count":4,"score":0.288},{"skill":"Algorithms","count":3,"score":0.288},{"skill":"C++","count":3,"score":0.288},{"skill":"SQL","count":4,"score":0.277},{"skill":"Linux","count":3,"score":0.204},{"skill":"Java","count":3,"score":0.204},{"skill":"Python","count":6,"score":0.197},{"skill":"Equities","count":4,"score":0.162},{"skill":"Futures","count":4,"score":0.162},{"skill":"FX","count":3,"score":0.12}]},"peer_set":[],"skills_lq":[],"geographic_shift":{"current":[{"region":"United States","count":14,"share_pct":93.3},{"region":"APAC","count":1,"share_pct":6.7}],"emerging":[],"shrinking":[]},"seniority_anomalies":{"exec_recent_30d":0,"exec_prior_90d_avg":0,"exec_growth_pct":0,"notable_exec_hires":[]},"posting_dynamics":{"median_days_open":20,"industry_median_days_open":null,"long_open_count":0,"closure_rate_pct":62}}}}