{"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":"The Business of Benefits: Financial education at Alloy - HR Brew","url":"https://news.google.com/rss/articles/CBMijAFBVV95cUxNOWVIdVNLZGFWd1hXS25nenBhOHE5R242WjdtVW9SeXNMdDl5cU9uX3lYVmNkUjRHanBKLVRwOXU4OUFYaFVWWVJmQjFQR092NXBzOHJXc0FJOFppN1VRN1JYbENuWTVKLVBVLXlGdnB2QUtaQlpIblk0UDgxMzVJSGQ0ZjJTVWdHTi1ncg?oc=5","publisher":"HR Brew","date":"2026-05-01","snippet":"The Business of Benefits: Financial education at Alloy HR Brew"},{"title":"5 Best Home Equity Sharing Companies of May 2026 - money.com","url":"https://news.google.com/rss/articles/CBMiY0FVX3lxTE9RZGd6MWdxY3ktb2Q4eU56MDRsOGtmNUVGdERsMTlENU5oNUpPd1VybDJPUzVqMEJsR21ORDYtYkEyMUFmaFB2ZEhjUXdCSldJS1d1YTBrU3E0UDF6UTB0bFk1TQ?oc=5","publisher":"money.com","date":"2026-04-29","snippet":"5 Best Home Equity Sharing Companies of May 2026 money.com"},{"title":"Here's how much more affordable a $40,000 home equity loan is now compared to 2025 - CBS News","url":"https://news.google.com/rss/articles/CBMimAFBVV95cUxOWFdvanZ4VlY1alVZNTJUdXREa1U2cmd3VnBNcmc3V1dNam9hUXBPS2s2SlM1R0tSQ0xFY0ZGYVE3Ym1rWUhwWDE3N1d3enZWbWRMbnBnQThmeDNfdWNHUjVFdzVKbTRRRHFTYVV5MU5NWjhBaTEyTG1qZ1pyRjZTWTdvdm10NWxjQ2F5andJeEVobEZwWWFzSQ?oc=5","publisher":"CBS News","date":"2026-04-23","snippet":"Here's how much more affordable a $40,000 home equity loan is now compared to 2025 CBS News"},{"title":"Negative equity crisis: Paul Brown reveals key F&I strategy - CBT News","url":"https://news.google.com/rss/articles/CBMigAFBVV95cUxPNVh2Z1lsYmZHSVFiYVJHbGhyMjdTazVXS21nUERTN2pXd21TcE1ZRm1VdXJPTHVVRWFoQWZUVks3bnhicGItSVM0cEpjbGxpQjF0UUhwVFgtMW10VGYxUldHRWUtRldrYXhoS0lIaDhzX19ZLU1EUkg4X19ZdWJyQg?oc=5","publisher":"CBT News","date":"2026-04-16","snippet":"Negative equity crisis: Paul Brown reveals key F&I strategy CBT News"},{"title":"Did Whataburger ‘Fall Off’? 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As a Senior HFT Developer on SPEED, you will design and build core low-latency components for order entry, market data, exchange simulation, feature extraction, and strategy containers. You will collaborate closely with system architects and quantitative researchers, operate and optimise these systems in production, and provide technical leadership for SPEED&#39;s HFT platform within the APAC region.</p>\n<p>Principal Responsibilities:</p>\n<ul>\n<li>Build low-latency infrastructure for order entry, market data, exchange simulators, feature extraction, strategy container, and other systems.</li>\n<li>Build convenience layer tools and services to facilitate trading teams onboarding at MLP.</li>\n<li>Participate in a follow-the-sun support rotation (L2) for latency-critical systems, including real-time troubleshooting of production issues.</li>\n<li>Work closely with the SPEED architect, quantitative researchers, and the business to provide high ROI solutions that are aligned with both the business and the platform strategy.</li>\n<li>Provide technical leadership for SPEED&#39;s low-latency trading platform in the APAC region, owning key architectural decisions, setting performance and quality standards, and mentoring less-experienced engineers.</li>\n</ul>\n<p>Qualifications/Skills Required:</p>\n<ul>\n<li>5+ years with a well-regarded HFT group, delivering production-grade, low-latency systems.</li>\n<li>Demonstrated expertise in C++ and Python for production, low-latency systems.</li>\n<li>Strong understanding of Linux internals, CPU architecture (caches, NUMA, branch prediction), and performance profiling.</li>\n<li>Experience with ultra-low-latency networking (multicast market data, TCP/UDP, kernel-bypass such as DPDK/Onload, custom NIC/FPGA stacks a plus).</li>\n<li>Strong understanding of the HFT quantitative research pipeline.</li>\n<li>Experience with HPC grids (scheduling, storage, job management) for research and production workloads.</li>\n<li>Cloud experience (AWS, GCP) is a plus.</li>\n<li>Proven ability to navigate large organisations, create cross-team synergies, and influence outcomes.</li>\n<li>High accountability and ownership; able to self-manage time, set priorities, and meet deadlines.</li>\n<li>Demonstrated technical leadership with cross-team influence and team-management potential</li>\n</ul>","enriched_at":1777475315602},{"id":"job_a0d950bc-f3c","title":"Data Engineer - Trading Technology Infrastructure","source_url":"https://mlp.eightfold.ai/careers/job/755955013840","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Engineering","description":"<p>The Trading Technology Infrastructure team at Equity IT is responsible for providing shared services to internal trading systems. We are seeking a Data Engineer to join our global development team in the buildout of our strategic real-time data platform.</p>\n<p>This platform is critical for ingesting, storing, enriching, and distributing high-quality reference data from multiple sources in real time to support the development of a global order management system and other core trading services.</p>\n<p>This role has a strong focus on reference data engineering and the application of AI-driven techniques to improve data quality, automation, monitoring, and operational efficiency.</p>\n<p>Key responsibilities include designing, developing, and maintaining scalable real-time and batch data pipelines for reference data ingestion, processing, and distribution. Additionally, the Data Engineer will build and enhance shared data services that support mastering, validation, enrichment, and delivery of critical trading reference data.</p>\n<p>The successful candidate will work closely with engineering teams and stakeholders to ensure seamless platform integration across trading systems. They will deliver high-quality data solutions with quick turnaround times while adhering to best practices, governance standards, and production controls.</p>\n<p>The role also involves applying AI-enabled approaches to improve data validation, anomaly detection, metadata management, and support automation. The Data Engineer will take ownership of tasks and proactively identify opportunities to improve the overall platform, development lifecycle, and infrastructure.</p>\n<p>Required skills and experience include trading domain knowledge, data engineering experience, programming skills in Python and/or Java, database knowledge, and strong communication skills.</p>\n<p>Preferred skills and experience include experience with real-time data platforms and event-driven architectures, familiarity with AI/ML techniques, and experience with PostgreSQL or other relational databases.</p>\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":1777388967961},{"id":"job_16a872e2-b1f","title":"Trading Applications Support Engineer - Derivatives Analytics","source_url":"https://mlp.eightfold.ai/careers/job/755955822770","location":"Hong Kong, Hong Kong","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"IT","description":"<p>We are seeking a strong and enthusiastic Support Engineer to join our high-performing Derivatives Trading Application Support Team. The role is focused on Level 1+ support of Millennium&#39;s Equity Derivatives and Converts Trading tools, analytics, and monitoring systems.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Provide application support for EQ Derivatives Vol and Convertible Bond tools/analytics users, including troubleshooting derivatives pricing/risk-related issues and training users on various platforms.</li>\n<li>Support Millennium&#39;s tools around Vol Analytics/Market data/Pricers/Risk as well as external tools for Convertible bonds pricing, including testing, marketing, and implementing algorithms with PM teams.</li>\n<li>Build tools/scripts for efficient monitoring and support for intra-day and EOD jobs, platform performance measurement, and enrich market data time-series datasets.</li>\n</ul>\n<p>Qualifications:</p>\n<ul>\n<li>5 years front-office trading support/Dev experience preferred.</li>\n<li>Knowledge and good understanding of Equity Derivatives products as well as Convertible bonds and knowledge of volatility surfaces/forward calibration.</li>\n<li>Python, Unix shell scripting, and ability to understand Java environment.</li>\n<li>Experience with Asian listed and OTC derivatives market, including any understanding of structured products impact/warrants markets is preferred.</li>\n<li>Good team player – one who is able to prioritize competing demands in a fast-moving, high-pressure environment.</li>\n<li>Possesses a strong sense of urgency.</li>\n<li>Excellent written and oral communication skills.</li>\n<li>Detail-oriented, demonstrates thoroughness, and strong ownership of work.</li>\n<li>Quick thinker and problem solver, able to think on their feet and make informed decisions to resolve/mitigate issues.</li>\n<li>Experience with vendors like Bloomberg/Reuters/IHSMarkit/ICE-Cscreen/Monis/other vendors would be a big plus.</li>\n</ul>","enriched_at":1777040074944},{"id":"job_b7a49a3b-a01","title":"Core Application Support Engineer","source_url":"https://mlp.eightfold.ai/careers/job/755955753754","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"IT","description":"<p>This role is responsible for the management of both Pre-Trade and Post-Trade production application systems, ensuring smooth operation and optimal performance.</p>\n<p>The successful candidate will have primary responsibility for software deployment and production environment management, while also contributing to project work associated with the applications they support.</p>\n<p>This is a highly collaborative role that requires close partnership with global development teams, QA, Infrastructure Technology, and portfolio managers.</p>\n<p>The ideal candidate is a bright, motivated self-starter with the ability to multitask effectively in a high-pressure environment.</p>\n<p>They will play an important role within the production engineering support team, which is focused on leveraging automation tools to streamline processes and support an expanding enterprise footprint.</p>\n<p>The production engineering support team utilizes a combination of in-house and industry-standard tools for configuration management and application deployment.</p>\n<p>The team delivers significant value by helping ensure the timely delivery of high-quality software, while maintaining the overall stability, performance, and reliability of the organization’s technology solutions.</p>\n<p>Principal Responsibilities:</p>\n<ul>\n<li>Develop subject matter expertise in the Trading Services applications supported within the region</li>\n</ul>\n<ul>\n<li>Support, monitor, and proactively maintain the multiple post/pre trade trading environments</li>\n</ul>\n<ul>\n<li>Build strong working relationships with trading groups, Middle Office, and Back Office teams, serving as the primary regional point of contact for issue escalations</li>\n</ul>\n<ul>\n<li>Liaise with global development teams to coordinate and participate in software releases and new version deployments</li>\n</ul>\n<ul>\n<li>Partner with global counterparts to ensure seamless coverage across regions</li>\n</ul>\n<ul>\n<li>Investigate and resolve technical application issues independently where possible, while leveraging teammates when necessary</li>\n</ul>\n<ul>\n<li>Manage communications with trading staff and internal stakeholders regarding issues, impacts, and resolutions</li>\n</ul>\n<ul>\n<li>Enhance environment management tools to reduce risk and improve support team efficiency</li>\n</ul>\n<ul>\n<li>Contribute to process automation initiatives to drive efficiency and streamline support functions</li>\n</ul>\n<ul>\n<li>Document solutions and expand the knowledge base to enable effective issue resolution across a wide range of scenarios</li>\n</ul>\n<p>Qualifications / Skills Required:</p>\n<ul>\n<li>Bachelor’s degree or higher, preferably in Computer Science or a related discipline</li>\n</ul>\n<ul>\n<li>Strong experience with SQL, Linux, Python, and scripting technologies</li>\n</ul>\n<ul>\n<li>Prior experience with kdb+/q is a plus</li>\n</ul>\n<ul>\n<li>Strong troubleshooting and problem-solving skills, with the ability to understand both detailed issues and the broader business context</li>\n</ul>\n<ul>\n<li>Solid understanding of, and experience working across, the full SDLC lifecycle</li>\n</ul>\n<ul>\n<li>Strong team player with a proactive approach and willingness to support others</li>\n</ul>\n<ul>\n<li>Ability to prioritize effectively in a fast-paced, high-pressure, and constantly evolving environment, with a strong sense of urgency</li>\n</ul>\n<ul>\n<li>Excellent verbal and written communication skills</li>\n</ul>\n<ul>\n<li>Strong sense of ownership and accountability</li>\n</ul>\n<ul>\n<li>Prior experience utilizing A.I in a trading environment a plus</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":1777040060123},{"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},{"id":"job_59421d7b-b28","title":"Full Stack Engineer - Real-Time Trading","source_url":"https://mlp.eightfold.ai/careers/job/755954774219","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 Full Stack Engineer to join our EQ Real-Time P&amp;L &amp; Risk team. This team is responsible for designing, developing, and supporting technology platforms that enable our businesses to view, evaluate, hedge, and trade live positions, P&amp;L, and risk.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Collaborate with application development teams, technology management, and the business to design, prototype, and implement next-generation web UIs and mobile apps.</li>\n<li>Develop, maintain, and support existing Java Client UI used by a quarter of the firm.</li>\n<li>Contribute to the application development and architecture of highly scalable real-time UIs.</li>\n</ul>\n<p>Qualifications, Skills, and Requirements:</p>\n<ul>\n<li>5+ years of full-stack development experience, preferably within a financial services firm supporting real-time UIs.</li>\n<li>Expertise with Core Java and Spring.</li>\n<li>Excellent grasp of data structures and algorithms and the ability to learn and adopt new technologies quickly.</li>\n<li>Familiarity with database technologies – Advanced SQL, NoSQL, Time-series databases (KDB).</li>\n<li>Experience with event-driven architecture using message bus and caching technologies like Solace, Kafka, Pulsar, Memcached, Redis.</li>\n<li>Experience working with various monitoring tools like Datadog, ELK stack.</li>\n<li>A strong interest in financial markets and a desire to work directly with investment professionals.</li>\n<li>A good team player with a strong willingness to participate and help others.</li>\n<li>Drive to learn and experiment.</li>\n</ul>\n<p>Nice-to-have:</p>\n<ul>\n<li>Proficiency with Angular UI is preferred; React will also be considered.</li>\n<li>Familiarity with equities and equity derivatives within a real-time electronic trading environment is preferred.</li>\n<li>Experience with KDB+ q or C/C++.</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.</p>","enriched_at":1776550450158},{"id":"job_b717f25a-5b3","title":"Data Operations Analyst - Systematic Data Platform","source_url":"https://mlp.eightfold.ai/careers/job/755955700474","location":"Hong Kong, Hong Kong","job_type":"full-time","experience_level":"mid","work_arrangement":null,"category":"IT","description":"<p>We are building a world-class systematic data platform that will power the next generation of our systematic portfolio engines.</p>\n<p>The systematic data group is looking for a Data Operations Analyst to join our growing team. The team consists of content specialists, data scientists, analysts, and engineers who are responsible for discovering, maintaining, and analysing sources of alpha for our portfolio managers.</p>\n<p>This is an opportunity for individuals who have a strong background in quantitative investing and are passionate about working with data.</p>\n<p>The role builds on individual&#39;s knowledge and skills in four key areas of quantitative investing: data, statistics, technology, and financial markets.</p>\n<h4>Principal Responsibilities</h4>\n<ul>\n<li>Efficiently monitor data flows across various systems, ensuring accuracy, completeness, and timeliness.</li>\n<li>Maintain and enhance the functionality and efficiency of our in-house data monitoring systems.</li>\n<li>Recommend and implement improvements to optimise data processing and quality.</li>\n<li>Design, build, and manage efficient and scalable data ingestion and ETL pipelines. Ensure smooth data flow from various sources into our core systems.</li>\n<li>Liaise with stakeholders across the organisation to understand their data requirements and support their initiatives.</li>\n<li>Actively engage with data issues in our production operation environment and aim to provide high-quality support on solving the issue both internally or with vendors.</li>\n</ul>\n<h4>Qualifications/Skills Required</h4>\n<ul>\n<li>Master&#39;s or Bachelor&#39;s in computer science, mathematics, statistics, or other field with good coding skills.</li>\n<li>2+ years of financial industry experience preferred.</li>\n<li>Programming expertise in Python, C++, Java, or C#.</li>\n<li>Programming skills in SQL, PL-SQL, or T-SQL.</li>\n<li>Strong problem-solving skills.</li>\n<li>Strong communication skills.</li>\n</ul>","enriched_at":1776550434703},{"id":"job_32af4444-bb2","title":"Senior Software Engineer - EQ Derivatives Pricing & Risk","source_url":"https://mlp.eightfold.ai/careers/job/755954587117","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Engineering","description":"<p>Senior Software Engineer - EQ Derivatives Pricing &amp; Risk</p>\n<p>The successful candidate will join a global team responsible for designing and developing Equities Volatility, Risk, PnL, and Market Data systems.</p>\n<p>You will work hands-on with other developers, QA, and production support, and will partner closely with Portfolio Managers, Middle Office, and Risk Managers.</p>\n<p>We are looking for a very strong senior engineer with deep knowledge of equity derivatives products and their pricing and risk characteristics.</p>\n<p>You must be a highly capable hands-on developer with a solid understanding of front-to-back trading system workflows, especially pricing and risk.</p>\n<p>Excellent communication skills, strong ownership, and the ability to work effectively in a fast-paced, collaborative environment are essential.</p>\n<p>Experience in Unix/Linux environments is required; exposure to cloud and containerization technologies is a plus.</p>\n<p>Principal Responsibilities</p>\n<ul>\n<li>Design, build, and maintain real-time equity derivatives pricing and risk systems (including volatility and PnL components).</li>\n</ul>\n<ul>\n<li>Implement robust, scalable, and low-latency server-side components in a multi-threaded environment.</li>\n</ul>\n<ul>\n<li>Collaborate with portfolio managers, risk, and middle office to translate business requirements into technical solutions.</li>\n</ul>\n<ul>\n<li>Contribute to UI components as needed (and learn new UI technologies where required).</li>\n</ul>\n<ul>\n<li>Write clear technical documentation and maintain system design and support guides.</li>\n</ul>\n<ul>\n<li>Develop and execute automated tests using approved frameworks; ensure production quality and reliability.</li>\n</ul>\n<ul>\n<li>Provide level-3 support, troubleshooting, and performance tuning for production systems.</li>\n</ul>\n<p>Qualifications &amp; Skills</p>\n<ul>\n<li>7+ years of professional experience as a server-side software engineer.</li>\n</ul>\n<ul>\n<li>Deep understanding of equity derivatives products (options, volatility products, exotics) and their pricing and risk measures (e.g., Greeks, PnL attribution).</li>\n</ul>\n<ul>\n<li>Strong experience with concurrent, multi-threaded, and low-latency application architectures.</li>\n</ul>\n<ul>\n<li>Expertise in Object-Oriented design, design patterns, and best practices in unit and integration testing.</li>\n</ul>\n<ul>\n<li>Experience with distributed caching and replication technologies.</li>\n</ul>\n<ul>\n<li>Solid knowledge of Unix/Linux environments is required.</li>\n</ul>\n<ul>\n<li>Experience with Agile/Scrum development methodologies is required.</li>\n</ul>\n<ul>\n<li>Exposure to front-end/UI technologies (JavaScript, HTML5) is a plus.</li>\n</ul>\n<ul>\n<li>Experience with cloud platforms and containerization (e.g., Docker, Kubernetes) is a plus.</li>\n</ul>\n<ul>\n<li>B.S. in Computer Science, Mathematics, Physics, Financial Engineering, or related field.</li>\n</ul>\n<ul>\n<li>Demonstrates thoroughness, attention to detail, and strong ownership of deliverables.</li>\n</ul>\n<ul>\n<li>Effective team player with a strong willingness to collaborate and help others.</li>\n</ul>\n<ul>\n<li>Strong written and verbal communication skills; able to explain complex technical and quantitative topics to non-technical stakeholders.</li>\n</ul>\n<ul>\n<li>Proven ability to write clear, concise documentation.</li>\n</ul>\n<ul>\n<li>Fast learner with the ability to adapt to new technologies and business domains.</li>\n</ul>\n<ul>\n<li>Able to perform under pressure, work with ambitious team members, and handle changing priorities.</li>\n</ul>\n<p>Millennium pays a total compensation package which includes a base salary, discretionary performance bonus, and a comprehensive benefits package.</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>\n<p>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":1776550427550},{"id":"job_f992fe0e-8ea","title":"C++ Software Engineer - Trade Capture","source_url":"https://mlp.eightfold.ai/careers/job/755943471581","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 skilled C++ software engineer to join our global team in developing a real-time trade capture system. The successful candidate will have strong experience in C++ server-side applications, Linux, and real-time/event-driven systems. They will work closely with our team to design, develop, and implement features that meet the evolving needs of our clients.</p>\n<p>Principal Responsibilities:</p>\n<ul>\n<li>Develop and maintain high-quality C++ code for our trade capture system</li>\n<li>Collaborate with cross-functional teams to identify and prioritize feature requirements</li>\n<li>Design and implement efficient algorithms and data structures to meet system performance goals</li>\n<li>Troubleshoot and resolve complex technical issues in a timely manner</li>\n<li>Participate in code reviews and contribute to the improvement of our codebase</li>\n</ul>\n<p>Qualifications:</p>\n<ul>\n<li>Bachelor&#39;s degree in Computer Science or a related field</li>\n<li>7+ years of experience in developing C++ server-side applications in Linux</li>\n<li>Strong understanding of network programming and Linux O/S internals</li>\n<li>Strong understanding of object-oriented programming and data structures</li>\n<li>Understanding of SQL and relational databases</li>\n<li>Knowledge in Equities, Futures, FX, Options, and various Fixed Income products is strongly preferred</li>\n</ul>\n<p>Benefits:</p>\n<ul>\n<li>Competitive total compensation package including base salary, discretionary performance bonus, and comprehensive benefits</li>\n<li>Opportunity to work with a talented team of professionals in a dynamic and fast-paced environment</li>\n<li>Flexible working hours and remote work options</li>\n</ul>\n<p>When finalizing an offer, we take into consideration an individual&#39;s experience level and the qualifications they bring to the role to formulate a competitive total compensation package.</p>","enriched_at":1776550402371},{"id":"job_d6e7c226-e8c","title":"Technical Lead, MFT MDE Analytics Engineering","source_url":"https://mlp.eightfold.ai/careers/job/755954905529","location":"New York, New York, United States of America","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Engineering","description":"<p>The SPEED Market Data team at Equity IT is seeking a hands-on Technical Lead to own and drive a critical workstream focused on architecting, implementing, monitoring, and supporting low-latency C++ systems. As a Technical Lead, you will shape the future of the industry by working alongside exceptional engineers and strategists to solve significant engineering problems.</p>\n<p>We are looking for a strong technical leader with financial markets technology experience and real-time market data expertise to design, build, and support our global real-time market data platform. This role emphasizes technical leadership, architectural ownership, and cross-team coordination rather than people management.</p>\n<p>Principal Responsibilities:</p>\n<ul>\n<li>Act as the technical owner for a major market data workstream, setting technical direction, defining architecture, and driving execution across the full lifecycle.</li>\n<li>Collaborate with hardware and software teams across divisions to design and build real-time market data processing and distribution systems.</li>\n<li>Lead and drive new technical initiatives for the team, including evaluating technologies, defining standards, and establishing best practices.</li>\n<li>Design and develop systems, interfaces, and tools for historical market data and trading simulations that increase research productivity.</li>\n<li>Architect and implement components of an enterprise market data platform, including components for caching, aggregation, conflation and value-added data enrichment.</li>\n<li>Optimise platform performance using network and systems programming, and advanced low-latency techniques (CPU, NIC, kernel, and application-level tuning).</li>\n<li>Lead the design and maintenance of automated test and benchmark frameworks, and tools for risk management, performance tracking, and system validation.</li>\n<li>Provide technical leadership for the support and operation of both enterprise real-time market data environments, including coordinating internal, vendor, and exchange-driven changes.</li>\n<li>Design and engineer components to automate support and management of the market data platform, including monitoring, real-time and historical metrics collection/visualisation, and self-service administrative/user tools.</li>\n<li>Serve as a primary technical liaison for users of the market data environment (Portfolio Managers, trading desks, and core technology teams), translating requirements into robust technical solutions.</li>\n<li>Lead the enhancement of processes and workflows for operating the market data platform (release/deployment, incident management and remediation, exchange notification handling, defining and enforcing SLAs).</li>\n<li>Mentor and influence other engineers through code reviews, design reviews, and hands-on guidance, fostering a culture of technical excellence and accountability.</li>\n</ul>\n<p>Qualifications / Skills Required:</p>\n<ul>\n<li>Degree in Computer Science or a related field with a strong background in data structures, algorithms, and object-oriented programming in modern C++.</li>\n<li>Deep understanding of Linux system internals and networking, especially in low-latency and high-throughput environments.</li>\n<li>Strong knowledge of CPU architecture and the ability to leverage CPU capabilities for performance optimisation.</li>\n<li>Demonstrated experience acting as a technical lead or senior engineer owning complex systems or workstreams end-to-end (design, delivery, and operations).</li>\n<li>Able to prioritise and make trade-offs in a fast-moving, high-pressure, constantly changing environment; strong sense of urgency, ownership, and follow-through.</li>\n<li>Strong belief in and practice of extreme ownership, with a track record of taking accountability for systems in production.</li>\n<li>Effective communication and stakeholder management skills: able to work closely with business and technology users, understand their needs, and drive appropriate technical solutions.</li>\n<li>Experience building solutions on cloud environments such as GCP and AWS.</li>\n<li>Knowledge of additional programming languages such as Java, Python, or scripting (Perl, shell).</li>\n<li>Technical background in application development on complex market data systems (e.g., Bloomberg, Thomson Reuters, etc.).</li>\n<li>Experience supporting market data environments within a global organisation, including internally developed DMA feed handlers and distribution infrastructure.</li>\n<li>Strong understanding of market data concepts and functionality, including data models (fields/messages), protocols (e.g., snapshot + delta), order book representations (L1/L2/L3), recovery, and reliability.</li>\n<li>Hands-on Site Reliability Engineering or DevOps experience, including system administration, automation, measurement, and release/deployment management.</li>\n<li>Experience with monitoring, metrics, and command/control tooling for distributed market data platforms, with the ability to evaluate existing solutions and drive enhancements across development and operations.</li>\n<li>Ability to operate with a high level of thoroughness and attention to detail, demonstrating strong ownership of deliverables and production systems.</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. When finalising an offer, we take into consideration an individual&#39;s experience level and the qualifications they bring to the role to formulate a competitive total compensation package.</p>","enriched_at":1776550398645}],"category_normalised":[{"category":"engineering","count":9},{"category":"it","count":6}],"velocity":{"weeks":[{"week_start":"2026-04-13","count":11},{"week_start":"2026-04-20","count":2},{"week_start":"2026-04-27","count":2}],"trend":"stable","wow_pct":0},"momentum":{"recent_14d":4,"prior_14d":11,"growth_pct":-64,"classification":"decelerating"},"salary_vs_industry":{"company_median":212500,"industry_median":null,"percentile":null,"sample_size":2,"by_region":[{"region":"United States","company_median":212500,"industry_median":null,"sample":2}],"transparency_pct":13,"industry_transparency_pct":0,"transparency_warning":true},"market_share":{"company_jobs":15,"industry_total":15,"share_pct":100,"rank":1,"peer_count":1},"ai_exposure":{"occupation_weighted_score":0.308,"skill_weighted_score":0.296,"top_exposed_titles":[],"top_exposed_skills":[{"skill":"Python","count":6,"score":0.33},{"skill":"SQL","count":5,"score":0.256}]},"peer_set":[],"skills_lq":[],"geographic_shift":{"current":[{"region":"United States","count":11,"share_pct":73.3},{"region":"APAC","count":3,"share_pct":20},{"region":"United Kingdom","count":1,"share_pct":6.7}],"emerging":[{"region":"United States","recent_30d":11,"prior_30d":0,"growth_pct":100},{"region":"APAC","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":13,"industry_median_days_open":null,"long_open_count":0,"closure_rate_pct":32}}}}