Millennium

Data Engineer

Software Engineer - Treasury

This Data Engineer role within Millennium's latency-critical trading group involves building and maintaining a low-latency data platform for systematic portfolio engines. Responsibilities include monitoring and analyzing market data quality, identifying and resolving data gaps, documenting exchange microstructure behavior and message timestamp rules, conducting alpha research, building data acquisition tools, collaborating with vendors and portfolio managers, performing data cleaning and transformation, and developing data analysis and visualization tools.  The ideal candidate will possess strong programming skills (Python, C++, SQL), data analysis expertise (R, MatLab, etc.), and a deep understanding of statistical testing methods.  The role requires handling large datasets in a hybrid cloud environment and building high-performance analytical systems.

<div class="jobs-box__html-content jobs-description-content__text t-14 t-normal
 jobs-description-content__text--stretch" id="job-details" tabindex="-1">
 <h2 class="text-heading-large">
 About the job
 </h2>

 <div class="mt4">
 
 Millennium is a global investment management firm, built on a sophisticated operating system at scale. We seek to pursue a diverse array of investment strategies, and we empower our employees to deliver exceptional outcomes and enable our portfolio managers to do what they do best – navigate the markets. Job Description We are building a world-class systematic data platform which will power the next generation of our systematic portfolio engines. The latency critical trading group is looking for a Data Scientist/Engineer to join our growing team. The team consists of low latency linux engineers, network engineers, datacenter engineers, and C++ engineers who are responsible for building our low latency stack. This is an opportunity for individuals who are passionate about quantitative investing. The role builds individual’s knowledge and skills in four key areas of quantitative investing, namely: data, statistics, technology, and financial markets. Desirable Candidates <ul><li>Ph.D. or master's in computer science, mathematics, statistics, or other field requiring quantitative analysis or equivalent experience</li><li>Three years of financial industry experience</li><li>Experience working with systematic investing teams is a plus</li><li>Programming expertise in Python and C++</li><li>Data analysis experience with R, MatLab, scitoolkit, pytorch, or similar</li><li>Programming skills in SQL</li><li>Strong problem-solving skills</li><li>Effective communication skills</li><li>Strong understanding of modern statistical testing methods </li></ul>
Job Responsibilities <ul><li>Monitoring and Analysis</li> <ul><li>Accessing quality of all captured market data - both live and historical</li><li>Inventorying all gaps and handling closing gaps via multiple techniques (other internal captures, vendor data, exchange data, etc)</li><li>Extending parsing and identification of other gaps </li><li>Understanding and Documenting session times including holiday schedules</li><li>Comparing day-on-day changes in latency, data rate, bursts, etc</li></ul>
<li>Research</li> <ul><li>Documenting history of exchange microstructure behavior changes</li><li>Understanding and Documenting message timestamp rules for each exchange</li><li>Documenting history of session schedule changes and protocols</li><li>Alpha research and presentation to portfolio managers and trading teams</li><li>Building technology tools to acquire and tag datasets</li><li>Engaging with vendors, brokers to understand characteristics of datasets</li><li>Interacting with portfolio managers and quantitative analysts to understand their use cases</li><li>Building exchange microstructure expertise and helping educate clients as needed</li><li>Analyzing datasets to generate key descriptive statistics</li><li>Cleaning historical data</li><li>Utilizing and maintaining world-class data processing and transformation techniques</li></ul>
<li>Tools</li> <ul><li>Building data analysis tools on top of our captured data</li><li>Improving data visualization tools and capabilities</li></ul>
<li>Technical</li> <ul><li>Consolidating several PCAPs in a single PCAPNG with meta-data to represent capture location/time across capture regions</li><li>Assessing PTP (Precision Time Protocol) quality within a sole source and across multiple Manage large data sets in a hybrid multi-cloud/on-prem sources environment</li><li>Build performant systems able to analyze terabytes of data quickly </li></ul>
</ul>
Enhance firm C++ analytics and expose them in a python environment
 
 </div>
 </div>

large_AAA Learning Path.png

medium_AAA Learning Path.png

small_AAA Learning Path.png

thumbnail_AAA Learning Path.png

AAA Learning Path.png

AAA Roadmap

large_Unity Logo.png

medium_Unity Logo.png

small_Unity Logo.png

thumbnail_Unity Logo.png

Unity Logo.png

Cheatsheets

large_Courses.png

medium_Courses.png

small_Courses.png

thumbnail_Courses.png

Courses.png

Learn Game Dev

thumbnail_Rockstar.webp

Rockstar.webp

Rockstar Jobs

thumbnail_EA.webp

EA.webp

EA Jobs

thumbnail_Playstation.webp

Playstation.webp

Playstation Jobs

large_Indie Learning Path v2.png

medium_Indie Learning Path v2.png

small_Indie Learning Path v2.png

thumbnail_Indie Learning Path v2.png

Indie Learning Path v2.png

Indie Roadmap

small_Ubisoft.webp

thumbnail_Ubisoft.webp

Ubisoft.webp

Ubisoft Jobs

modern-badge-discord-icon_578229-169.avif

Join Discord

thumbnail_Epic Games.webp

Epic Games.webp

Epic Game Jobs

large_Game Dev Resources v2.png

medium_Game Dev Resources v2.png

small_Game Dev Resources v2.png

thumbnail_Game Dev Resources v2.png

Game Dev Resources v2.png

Job Resources

thumbnail_Riot Games.webp

Riot Games.webp

Riot Jobs

large_Unity Quiz v2.png

medium_Unity Quiz v2.png

small_Unity Quiz v2.png

thumbnail_Unity Quiz v2.png

Unity Quiz v2.png

Unity Quiz

08cafc09dac48d655284704f063dc64e.webp

CDPR Jobs

icons8-world-map-100.png

Remote Jobs

80ad888d-4837-48d9-8b65-0ffdee910f35.webp

Krafton Jobs

large_Pokemon C++ Intermediate.png

medium_Pokemon C++ Intermediate.png

small_Pokemon C++ Intermediate.png

thumbnail_Pokemon C++ Intermediate.png

Pokemon C++ Intermediate.png

Build Pokémon Game

thumbnail_a14feb4b393500244d0b8864bda07b2c.webp

a14feb4b393500244d0b8864bda07b2c.webp

Twitch Jobs

large_Learn C++.png

medium_Learn C++.png

small_Learn C++.png

thumbnail_Learn C++.png

Learn C++.png

Learn C++

thumbnail_865c7fd0-1ffd-4000-80b6-1e69d6665257.webp

865c7fd0-1ffd-4000-80b6-1e69d6665257.webp

Larian Jobs

large_Learn Unity.png

medium_Learn Unity.png

small_Learn Unity.png

thumbnail_Learn Unity.png

Learn Unity.png

Learn Unity

thumbnail_02_21_2024__11_00_53.webp

02_21_2024__11_00_53.webp

Wargaming Jobs

large_Top C++ Jobs.png

medium_Top C++ Jobs.png

small_Top C++ Jobs.png

thumbnail_Top C++ Jobs.png

Top C++ Jobs.png

Top C++ Jobs

Test your Unity Animations knowledge with this quiz! Explore concepts like Animator Controller, Blend Trees, and many more.

Test your Unity UI knowledge with this quiz! Explore essential concepts like Canvas, EventSystem and many more. 

Challenge yourself with this Unity Input System quiz! Test your skills in input mapping, device handling, and action events.

Take your Unity skills to the next level with Part 3 of this quiz, covering scripting, physics, rendering, and performance optimization!

Test your Unity expertise with this quiz, covering initialization to advanced rendering and physics!

Test your Unity knowledge with this comprehensive quiz, covering everything from MonoBehaviour basics to advanced physics, rendering, and optimization techniques across multiple difficulty levels!

Assess your knowledge of Unity's Rigidbody component and its advanced physics interactions with this in-depth quiz!

Test your understanding of Unity’s Physics, Movement, and MonoBehaviour with this insightful beginner-friendly quiz!

Dive into the fundamentals of open-world game development in Unity with this beginner-friendly quiz.

Challenge yourself with this beginner-friendly quiz on building an endless runner in Unity!

Test your beginner-level knowledge of Unity platformer development with this engaging quiz.

Test your basic knowledge of Unity and Unreal Engine with this beginner-friendly quiz on game development fundamentals.

This assessment evaluates your understanding of Unity's component-based architecture, how GameObjects and their components interact, the hierarchy system with nested GameObjects, and how to reference them in scripts.

This assessment evaluates your understanding of Unity's NavMesh system, including navigation baking, NavMeshAgents, pathfinding, obstacles, and scripting interactions with NavMesh to create AI-driven movement.

An assessment to test the correct usage of Unity's events and lifecycle functions in the context of the game "Clash Royale"

- This assessment gives us an idea of your C++ skills - Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! 📋 &nbsp;- This assessment gives us an idea of your problem solving skills using DSA - Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Programming Patterns! 📋- This assessment gives us an idea of your code architecture skills - Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your OOPs skills! 📋- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills - Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Unity Skills 📋 - This assessment gives us an idea of your Unity fundamentals - Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc. - 9 questions: 9 Multiple Choice - Minimum score needed to qualify: 80% - Average time to complete: 5 to 10 minutes

Google

Data and Measurement Account Manager

Account Strategist, Mid-Market Sales

Technical Program Manager II, Software Engineering, Geo

Software Developer III, Core Infrastructure

Technical Program Manager, Global Networking and Infrastructure Intake and Management

Senior ML Systems Engineer, AICore

New Business Account Strategist, Onboarding

Data Center Facilities Technician II, Electrical

Web Solutions Engineer

The Data and Measurement Account Manager (LCS) role at Google involves managing a portfolio of enterprise clients, fostering strong client and partner relationships, and providing expert advice on data solutions and marketing strategies.  Responsibilities include advising on privacy-preserving data solutions, future-proofing clients' measurement setups, and activating digital transformation projects using technologies like Machine Learning. This role requires fluent Hebrew communication for direct client interaction and a strong understanding of digital media, data management, and Google's advertising platforms (Google Ads, Search Ads 360, Display & Video 360). The ideal candidate will possess advanced analytical skills and experience in data integration and attribution strategies.

Check out our career opportunities at goo.gle/3DLEokh

Data Engineer, Google Trust and Safety

<div jscontroller="iYVHDc" class="DkhPwc" jsname="tIk9qd" data-id="122758719439020742" jsaction="A6AxKc:CXOOvf;"><div class="KwJkGe"><h3>Minimum qualifications:</h3><ul>
<li>Bachelor's degree or equivalent practical experience.</li>
<li>5 years of experience in digital media, sales, marketing, or product roles.</li>
<li>2 years of experience in data management or its integration into media buys.</li>
<li>Ability to communicate in Hebrew fluently in order to interact in this customer-facing sales role.</li>
</ul> <h3>Preferred qualifications:</h3><ul>
<li>Experience in advanced data analysis and web analytics/SEO, or digital advertising such as programmatic media and advanced search marketing.</li>
<li>Experience in data integration and media/attribution strategy.</li>
<li>Experience in business development, client relationships.</li>
<li>Knowledge of Google Media Platforms, including Google Ads, Search Ads 360, and Display and Video 360.</li>
<li>Excellent client-service and problem-solving skills.</li>
</ul></div><div class="aG5W3"><h3>About the job</h3>Businesses that partner with Google come in all shapes, sizes and market caps, and no one Google advertising solution works for all. Your knowledge of online media combined with your communication skills and analytical abilities shapes how new and existing businesses grow. Using your relationship-building skills, you provide Google-caliber client service, research and market analysis. You anticipate how decisions are made, persistently explore and uncover the business needs of Google's key clients and understand how our range of product offerings can grow their business. Working with them, you set the vision and the strategy for how their advertising can reach thousands of users.
Our Large Customer Sales teams partner closely with many of the world’s biggest advertisers and agencies to develop digital solutions that build businesses and brands. We enjoy a bird’s eye view on the massive transformation occurring as advertising shifts to mobile and online platforms. We're uniquely situated to help shape how companies grow their businesses in the digital age. We advise clients on Google's broad range of products across search, video and mobile to help them connect instantly and seamlessly with their audiences.</div><div class="BDNOWe"><h3>Responsibilities</h3><ul>
<li>Manage a portfolio of enterprise clients that are advertisers.</li>
<li>Cultivate and own key relationships with clients and partners across problem-solving, data, and marketing.</li>
<li>Advise and support on privacy-preserving customer data solutions and future-proofing customers’ measurement set-up in line with industry evolution on consent, cookies, usability, and tracking transparency.</li>
<li>Activate digital transformation projects to deliver everything from privacy-safe first-party data collection to custom Machine Learning (ML) and predictive analytics.</li>
</ul></div></div>

Follow Mayank - career advice

Follow Mayank Grover for game development resources

Free | C# | Midnight Pizza Fight

Free | C++ | Lethos

Free | C++ | Pong

Follow Abhishek - tech content

Follow Abhishek Smith for game programming content

This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! - This assessment gives us an idea of your problem solving skills using DSA- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.- 10 Multiple Choice questions

Data Structures and Algorithms

Let's assess your Programming Patterns! ????- This assessment gives us an idea of your code architecture skills- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.

Programming Patterns

Let's assess your OOPs skills! ????- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.

Object Oriented Programming

Let's assess your Unity Skills ????- This assessment gives us an idea of your Unity fundamentals- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.