Job Details

Machine Learning and Big Data Engineer

Advertiser
Fidelity Investments
Location
Boston, Massachusetts, United States
Rate
-
Job Description:Fidelity is asking the question: How much raw computing power and data can we unleash on the financial industry? We need you to help deliver the answer. We want to boost the calculation performance of machine learning algorithms to deliver ideally constructed financial portfolios to our clients. We need an outstanding computer scientist design big data strategy and develop AI/ML methods to power innovative investment management solutions.The ideal candidate will have considerable experience combining big data, machine learning engineering, multi-variate statistics, advanced machine learning algorithms and open-source approaches to develop and deploy robust products on Cloud environment. Certifications with AWS is preferred.The Expertise You HaveMaster's Degree or PhD in Computer Science, Computer Engineering or related fieldProven background implementing complex algorithms into massive parallel computing frameworkIndustry Experience in developing and managing machine learning models in commercialized productsExpertise in model evaluation and computation performance tuning on production environmentStrong data exploration and analysis skills using advanced SQLExperience with managing structured and un-structured data sets and relational data model design.Shown success developing and tuning the performance of large-scale computing algorithms with Java/Scala, C/C++, Python or Assembly language with parallel programming approaches such as MapReduce on Hadoop, in-memory computing on SPARK, multi-GPU Servers or Quantum Computing platformsA good track record in partnering with local and off-shore teams in technology design, implementation and deliveryThe Skills You BringRequired:Hands-on experience in deploying ML solutions in production on cloud infrastructure.Passion for the financial markets, products, and investment process (including: Fixed Income Analytics, Asset Pricing Models and Multi-Factor Risk Models)Good applied knowledge with statistical models, predictive models and time series analysis (such as regression, classification, simulation, dimension reduction techniques)Good applied knowledge of mathematical algorithms of solving common optimization problems (including: linear/nonlinear/integer programming)Desire to work with interactive web tools and quick prototyping with visualizationPreferred:Experience with AWS Redis, Postgres, Snowflake services and managementExperience with SPARK data streaming and processing technologiesThe Value You DeliverAdvancing the research and development of AI/ML methods as components in the delivery of innovative investment management technology solutionsDesigning and implementing portfolio risk and optimization techniques to deliver industry differentiated capabilitiesEffective partnering across Fidelity's technology, AI Center of Excellence and investment teamsHow Your Work Impacts the OrganizationThe Advanced Technology for Investment Management (ATIM) is an innovation team within Fidelity. ATIM makes pivotal investments in building break-through technologies as practical and innovative investment capabilities. The goal is to continually strengthen investment decision support, create portfolio construction insights and support personalized investment goals. The team works within an innovation ecosystem that includes partners from investment, client relations, technology and centralized R units. Fidelity's ATIM seeks cross-domain authorities with backgrounds that connect investment management, machine learning and technology implementation. We cultivate success through a rigorous, collaborative approach that builds, tests, and iterates as we learn and seek challenging processes and problems in investment management.Certifications:Company Overview At Fidelity, we are focused on making our financial expertise broadly accessible and effective in helping people live the lives they want. We are a privately held company that places a high degree of value in creating and nurturing a work environment that attracts the best talent and reflects our commitment to our associates. We are proud of our diverse and inclusive workplace where we respect and value our associates for their unique perspectives and experiences. Find your Fidelity at fidelitycareers.com.Fidelity Investments is an equal opportunity employer.Fidelity will reasonably accommodate applicants with disabilities who need adjustments to complete the application or interview process. Please email us at or , prompt 2, option 2 if you would like to request an accommodation.

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