ucla financial engineering phd

General Catalog

Master of financial engineering.

Ph.D. Program Overview

The Ph.D. in Electrical and Computer Engineering is a research-oriented degree allowing students to specialize in a subfield of the discipline and participate in the discovery of new ideas.  The doctoral program allows ample opportunities for interdisciplinary research and collaboration across multiple departments. Ph.D. students must meet several milestones, which culminate in a doctoral dissertation.

Our Department requires that all doctoral students hold an M.S. degree.  Although students are not required to hold an M.S. degree at the time of admission, they must complete an M.S. degree in Electrical and Computer Engineering, or a related field, before beginning their Ph.D. program requirements. Ph.D. students admitted without holding an M.S. degree are required to devote the first two years of their graduate program to the completion of this degree.

The major milestones for the Ph.D. program are listed below:

• Fulfillment of M.S. degree requirements (if applicable)
• A successful outcome in Ph.D. Preliminary Examination
• Completion of Ph.D. course requirements
• Nomination of a doctoral committee
• Passing the Ph.D. Oral Qualifying Examination
• Completion of doctoral research
• Writing of the dissertation
• Successful defense of the dissertation (the Final Oral Examination)
• Submission of the Dissertation

All Ph.D. requirements must be completed within five (5) academic years. Students admitted to the Ph.D. program without an M.S. degree will receive an additional two (2) academic years to complete the M.S. degree requirements.  Additionally, Ph.D. students must maintain a minimum GPA of 3.5 throughout the duration of the Ph.D. program.

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Jefferies, LLC

2024 investment banking analyst program – san francisco, technology group.

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Jefferies Group LLC, the largest independent, global, full-service investment banking firm headquartered in the U.S. focused on serving clients for over 60 years, is a leader in providing insight, expertise and execution to investors, companies and governments. We offer deep sector expertise across a full range of products and services in investment banking, equities, fixed income, asset and wealth management in the Americas, Europe and the Middle East and Asia. Jefferies Group LLC is a wholly-owned subsidiary of Jefferies Financial Group Inc. (NYSE: JEF), a diversified financial services company.

What you can expect

Jefferies Investment Banking Analysts have the unique opportunity to gain insight into a global, client-focused investment bank and experience an entrepreneurial environment where employees have the opportunity to make an immediate impact and are rewarded for performance. Our Analysts are exposed to Jefferies’ full range of top-tier investment banking products and leading industry expertise by working closely with senior bankers on pitches and live deals. Our lean deal team structure will not only provide you with unparalleled hands-on experience, it will help you develop lasting personal and professional relationships with peers and senior bankers that will serve as the foundation for a successful career.

Following an enriching orientation and training program, Analysts will begin working on their day-to-day responsibilities, with support from colleagues serving as both instructors and mentors. Jefferies’ collegial program also offers a series of social and educational events to further enhance your professional development and grow your network. As a way to help maximize your experience with us, Analysts receive performance reviews.

In addition to performing fundamental analysis and research into companies and markets, Analysts are challenged to think creatively, offer their input, and add value to the team from day one. As with everyone at Jefferies, Analysts are expected to pursue their projects with excellence, a collaborative spirit, and with the highest levels of integrity.

Analyst responsibilities may include, but are not limited to:

• Performing financial valuation, discounted cash flow and multiples-based analyses
• Building and using financial models
• Preparing pitchbooks and live deal materials, such as offering memorandums and prospectuses
• Conducting industry and product research
• Analyzing detailed corporate and financial information
• Participating in the execution of financings and M&A transactions

What we look for in a candidate

We look for candidates who are eager to make an impact by doing real, hands-on work and participating on active deal teams. Successful Jefferies Analysts are able to multitask and manage a variety of projects simultaneously. Candidates must demonstrate professionalism and client management skills together with strong technical, written and verbal communication skills. The work is fast paced, challenging and intellectually stimulating. The ability to work under pressure and tight deadlines, be adaptable and work both independently and as part of a team are essential traits of a successful candidate. You should have a strong academic background and be completing the senior year of a four-year Bachelor’s degree or equivalent program. Although a background in accounting or finance can be helpful, we hire Analysts who have studied a variety of disciplines.

WORK WITH US – Investment Banking opportunities exist across the U.S.

San Francisco, CA: Technology Group

Work in Silicon Valley, a hub not only for Jefferies Global Technology, Media, and Telecom (TMT) Investment Banking Group, but the innovation capital of the technology industry worldwide. Jefferies Global TMT Group has seen tremendous growth in recent years, led by highly tenured senior bankers who have previously established leading technology investment banking franchises at Deutsche Bank (DMG Technology Group), Morgan Stanley and Credit Suisse, and have led industry-defining transactions. With over 215 technology investment bankers worldwide based in New York, San Francisco, Charlotte, Los Angeles, Boston, London, Mumbai, Singapore and Hong Kong and led by over 40 managing directors, we are one of the largest franchises on Wall Street. Jefferies’ Global TMT Group provides a full range of investment banking services (M&A, Equity Capital Markets, Leveraged Finance, and Restructuring) to growth stage and established public and private companies in a number of segments: Enterprise Software; Internet and Digital Media; Technology Services; Heathcare IT; Communications Technology; Semiconductors, Hardware and Electronics; Financial Technology / Payments; Media; and Telecommunications.

Diversity, Equity & Inclusion

At Jefferies, we believe that diversity fosters creativity, innovation and thought leadership through the infusion of new ideas and perspectives. We have made a commitment to building a culture that provides opportunities for all employees regardless of our differences, and supporting a workforce that is reflective of the communities where we work and live. As a result, we are able to pool our collective insights and intelligence to provide fresh and innovative thinking for our clients.

Jefferies is an equal employment opportunity workplace. We practice equal opportunity for all, regardless of race, religion, ancestry, color, gender, pregnancy, age, physical or mental disability or medical condition, national origin, marital status, sexual orientation, gender identity or expression, covered veteran or military status, genetic information, reproductive health decisions, or any other factor protected by law. We are committed to hiring the most qualified applicants and complying with all federal, state, and local equal employment opportunity laws. In accordance with applicable law, we are dedicated to finding reasonable accommodations for candidates and employees’ religious practices and beliefs, as well as any mental health or physical disability needs. Please inform your recruiter should you require accommodations throughout your application process.

Jefferies’ COVID-19 Policy – US

The salary for this role is $110,000.

CS Ph.D. Pan Lu Awarded Bloomberg Data Science Ph.D. Fellowship

Jun 3, 2024

Pan Lu, a Ph.D. student in the Computer Science department at UCLA, has been awarded the prestigious   Bloomberg Data Science Ph.D. Fellowship  for the academic year 2023-2024. This fellowship recognizes and supports outstanding doctoral students in their research and professional development in the fields of artificial intelligence, machine learning, and natural language processing.

As a member of the  UCLA NLP Group , mentored by Professor  Kai-Wei Chang , Pan Lu’s research focuses on developing machines that can reason and collaborate with humans for the common good, particularly in the domains of mathematics, science, and education. His work aims to overcome the limitations of large language models by enhancing them with compositional reasoning abilities and enabling them to integrate external tools for advanced problem-solving.

This fellowship has provided support for Pan’s research, notably his project MathVista, the first benchmark for evaluating the visual mathematical reasoning capabilities of foundation models.  MathVista , accepted for oral presentation at the 2024 International Conference on Learning Representations with a 1.2% acceptance rate, has become a standard benchmark in the field. Additionally, the fellowship has facilitated his work on data-efficient fine-tuning of large vision-language models, which shows promising potential for real-world applications with financial benefits.

“I was drawn to the Bloomberg Data Science Ph.D. Fellowship for its prestige and the opportunity it provides to tackle challenging problems in data science and AI,” said Pan Lu. “The focus on real-world applications of these technologies, particularly in data-driven fields, aligns perfectly with my research ambitions.”

The Bloomberg Data Science Ph.D. Fellowship is now in its sixth round, demonstrating Bloomberg’s ongoing commitment to engaging with the academic research community. The fellowship provides financial aid, professional mentorship, and real-world experience to early-career researchers.

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Engineering – Master of Engineering

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Engineering – MS in Engineering-Aerospace, Online

Engineering – MS in Engineering-Computer Networking, Online

Engineering – MS in Engineering-Electrical, Online

Engineering – MS in Engineering-Electronic Materials, Online

Engineering – MS in Engineering-Integrated Circuits, Online

Engineering – MS in Engineering-Manufacturing and Design, Online

Engineering – MS in Engineering-Materials Science, Online

Engineering – MS in Engineering-Mechanical, Online

Engineering – MS in Engineering-Signal Processing and Communications, Online

Engineering – MS in Engineering-Structural Materials, Online

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UCLA is accredited by the Western Association of Schools and Colleges and by numerous special agencies. Information regarding the University's accreditation may be obtain from the Office of Academic Planning and Budget, 2107 Murphy Hall.

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Faculty & Research

Faculty research in ucla anderson review.

When Younger Investors Overreact to News, Others Feel It

Inexperienced investors, lacking historical context, impact markets

How an Excess of Stock Analyst Optimism Lands on Companies Least Deserving of It

Results of financially weak firms are difficult to forecast; in uncertainty, Mark Grinblatt finds, Wall Street’s views are overly generous

How Tech's Disruption Alters Investors' Appetite for Risk

New technology’s upending of the old creates demand for alternative assets to offset risk

Faculty Research Grants

Held annually, the Conference on Financial Markets features high-quality academic research relating to financial markets, and includes participation from leading practitioners at the intersection of research and practice. Papers are invited for submission on the broad theme of financial markets.

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Antonio Bernardo

“I think one of the huge advantages of coming to a place like UCLA to get your MBA is that you are exposed to people who are really on the frontiers of finance.”

Eduardo Schwartz

“My hope is that students in my class will learn how to think… If they learn the process of thinking about these problems, they will be able to come and see them and solve them again.”

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"Do the stuff you are most afraid of, take the hardest classes. This is your chance to be creative without worrying about getting fired."

Mark Garmaise

"I also want students to come away with a sense that people are not just calculating machines, the models only go so far."

Bruce Carlin

"I was a professor of surgery at Wash U when I did my MBA. I loved Finance so much that I decided to make a career change."

Barney Hartman-Glaser

"We're going to teach you lots of tools...internalize what those tools allow you to do in terms of thinking critically about the world."

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