Data Scientist - Finance Domain at IHS Markit Digital

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Data Scientist – Financial Industry

 

Are you ready to glean insights into the future of the markets from the most comprehensive corpus of alternative financial data?  Are you eager to unleash the full power of machine learning to create novel answers to previously intractable problems?  We are doing just that, and we need your help.

 

IHS Markit serves more than 50,000 key customers in more than 140 countries, including 80 percent of the Fortune Global 500. We help decision makers apply higher-level thinking to daily tasks and strategic issues across a host of industries and disciplines including finance, energy, automotive, engineering, technology, maritime and trade, aerospace and defense, chemical, and economics and country risk.

 

The Issuer Services & Global Insights group employs hundreds of economists and financial experts to provide critical intelligence to public corporations, and governments.  We employ data science techniques to analyze financial transactions, macro factors, industry details and hundreds of unique data sets to “know the mind of the investor”.  Our machine learning models have been wildly accurate, even through the unprecedented post-Covid economy.  We are looking for an experienced Data Scientist to take our flagship prediction platform to the next level.

 

Key Skills:

  • Experience with Financial Services or a similarly complex domain with transactions and time series.
  • Proficiency with Python for Data Science and Machine Learning.

 

What you will do:

  • Work closely with product owners, other data scientists, developers, designers, financial experts, economists, and others across the company to solve challenging business problems with technical expertise, curiosity and creativity.
  • Establish necessary business and domain knowledge to correctly interpret data and results and propose experiments, projects and products.
  • Weave together data sets from our robust data lake and extract actionable insights to guide decisions and improve business outcomes.
  • Bring analytical rigor and statistical methods to the challenges of measuring data quality, product performance, anticipating and interpreting the behavior of market participants.
  • Communicate data-driven insights and recommendations to non-technical stakeholders.
  • Own and lead projects, design and implement experiments, write production-quality code
  • Collaborate with Software Engineers and DevOps to automate workflows and apply scientific methods to solve business and engineering problems

 

Who you are:

  • You enjoy learning new techniques and sharing your knowledge with others
  • You can work independently but have great collaboration skills
  • You have 5+ years of related work experience in data analysis and machine learning (such as logistic regression, random forest, gradient boosting, clustering, classification, deep learning) and understand their real-world advantages/drawbacks on large datasets

 

You can demonstrate experience with the following:

  • Deployment and maintenance of machine learning solutions in production
  • Applying advanced statistical techniques and concepts (hypothesis testing, Bayesian statistics, properties of distributions) and experience with applications.
  • Python, SQL
  • Presenting results, insights and recommendations to executives and non-technical audiences
  • Working with version control, preferably git based

 

Other desirable experience:

  • Developed and implemented prediction engine in production
  • Developed and implemented experimentation pipeline
  • Worked with micro-service architecture
  • Worked with .Net, C#, AWS, GCP
     
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Technology we use

  • Engineering
  • Product
    • .NETLanguages
    • C#Languages
    • C++Languages
    • JavascriptLanguages
    • jQueryLibraries
    • ReactLibraries
    • AngularJSFrameworks
    • ASP.NETFrameworks
    • Node.jsFrameworks
    • CassandraDatabases
    • Microsoft SQL ServerDatabases
    • MySQLDatabases
    • Google AnalyticsAnalytics
    • IllustratorDesign
    • InVisionDesign
    • PhotoshopDesign
    • SketchDesign
    • ConfluenceManagement
    • JIRAManagement
    • Microsoft ProjectManagement

Location

We may consider Upslope Brewing and OZO Coffee our external conference rooms. If food trucks are your jam we have plenty right outside our doors!

An Insider's view of IHS Markit Digital

What’s the vibe like in the office?

Uniqueness and creativity can be seen in all areas here! We have a digital community bulletin board where you can buy, sell, or post just about anything (seriously, anything!), a company sponsored picnic that includes spirited cornhole competitions, and regular group outings like running or cycling, before, during, or after work.

Marj

Executive Director, Sales

How do you collaborate with other teams in the company?

My teammates and I come from a diverse set of backgrounds and combine our unique perspectives to provide innovative solutions to problems. As a result, our products push new boundaries and delight our clients.

Jason

Product Management Director

What are some things you learned at the company?

I’ve learned to appreciate and be intentional. My teammates are always ready to help each other find a better workflow, learn new tools, and support each other emotionally. This culture of support and collaboration inspires me to contribute by creating amazing work for our clients and being creative in connecting with colleagues intentionally.

Juwon

UI Designer

How would you describe the company’s work-life balance?

Our culture promotes hard work while also living a fulfilling life outside of the office. We all love spending time working together on challenging projects, and when the time comes to get away, the support is felt throughout the company. Whether it's an extended vacation or volunteer opportunity to give back to our community!

Corwin

Associate Creative Director, UI Design

What are IHS Markit Digital Perks + Benefits

Culture
Volunteer in local community
We each get 3 days a year to volunteer and will help match you with existing opportinities.
Partners with Nonprofits
Friends outside of work
Eat lunch together
Intracompany committees
We have ample opportunities to join committees! We've got guilds, a Pride committee, a crafting club, a book club, a green team, a parenting community and several more.
Daily stand up
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Diversity manifesto
Someone's primary function is managing the company’s diversity and inclusion initiatives
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Pet Insurance
Wellness Programs
Team workouts
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Company Equity
Restricted share unites (RSU's) may be grated recognizing performance.
Performance Bonus
Match charitable contributions
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
Life happens and we trust our colleagues to get the work they committed to done.
Remote Work Program
COVID-19 has provided us the opportunity to quickly acclimate to working remotely and we are establishing new guidelines as we continue to learn.
Family Medical Leave
Vacation & Time Off Benefits
Generous PTO
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Commuter Benefits
Company Outings
Stocked Kitchen
Parking
Recreational Clubs
Fitness Subsidies
Professional Development Benefits
Job Training & Conferences
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Time allotted for learning
We all want the opportunity to learn and grow. You and your manager can talk about what makes sense for you and your team.
Online course subscriptions available
Customized development tracks

Additional Perks + Benefits

To name a few...pet insurance, ECO pass, loaner bikes and secure bike storage, showers + locker room onsite, food trucks every day and regular visits from Sweet Cow Ice Cream.

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