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Entry Level Quant Developer information

What is an entry level quant developer?

Entry level quant developers are professionals who use mathematical models, programming, and data analysis to help financial institutions make trading decisions or manage risk. They typically work with large datasets and implement algorithms in programming languages like Python, C++, or Java. While entry level roles may focus more on coding and supporting senior quants, they provide a strong foundation in both finance and technology. These roles often require strong analytical skills, basic financial knowledge, and proficiency in at least one programming language.

What are the key skills and qualifications needed to thrive as an entry level quant developer?

To thrive as an Entry Level Quant Developer, you need strong quantitative skills, programming proficiency (such as Python, C++, or Java), and a background in mathematics, statistics, or a related field. Familiarity with financial modeling tools, statistical analysis software, and version control systems like Git is often required. Analytical thinking, attention to detail, and effective communication are crucial soft skills for collaborating with teams and translating complex data into actionable insights. These skills and qualities are essential for developing robust quantitative models and supporting data-driven decision-making in fast-paced financial environments.

What are some typical challenges faced by entry level quant developers when transitioning from academia to a professional finance environment?

Entry level quant developers often find the transition from academic settings to professional finance environments challenging due to the fast-paced nature of the industry and the need for effective collaboration with traders, analysts, and senior developers. In addition to applying their quantitative and programming skills, new hires must quickly adapt to production-level coding standards, version control systems, and the need for rigorous code reviews. Time-sensitive problem-solving and balancing multiple projects are common, making communication and prioritization essential skills. Proactively seeking mentorship and being open to feedback can significantly ease this transition and foster professional growth.

What is the difference between Entry Level Quant Developer vs Quant Analyst?

AspectEntry Level Quant DeveloperQuant Analyst
Required CredentialsBachelor's in Math, CS, or Finance; programming skillsBachelor's or Master's in Finance, Economics, or Math; strong analytical skills
Work EnvironmentFinancial firms, hedge funds, trading desks; coding-focusedFinancial institutions, asset management; analysis and modeling
Employer & Industry UsageCommon in trading firms, hedge funds, investment banksPrevalent in asset management, hedge funds, banks

While both roles involve quantitative skills, Entry Level Quant Developers focus on coding and implementing trading algorithms, whereas Quant Analysts primarily analyze data and develop financial models. The roles often overlap but differ mainly in their core responsibilities and daily tasks.

What are the most commonly searched types of Quant Developer jobs in California?

The most popular types of Quant Developer jobs in California are:

What are popular job titles related to Entry Level Quant Developer jobs in California?

For Entry Level Quant Developer jobs in California, the most frequently searched job titles are:

What job categories do people searching Entry Level Quant Developer jobs in California look for?

The top searched job categories for Entry Level Quant Developer jobs in California are:

What cities in California are hiring for Entry Level Quant Developer jobs?

Cities in California with the most Entry Level Quant Developer job openings:

Infographic showing various Entry Level Quant Developer job openings in California as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Associate Data Scientist 2027 - AI & Data Analytics

IBM

San Francisco, CA • On-site

$69K - $70K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 6 days ago


IBM rating

8.0

Company rating: 8.0 out of 10

Based on 76 frontline employees who took The Breakroom Quiz

125th of 246 rated software companies


Job description

Introduction
Come forge the future like an IBMer
Ready to think boldly, work with some of the world's most recognized brands, and kick-start your career? Welcome to IBM's Associate Program for university hires. From day one, you will collaborate with global clients and IBM teams on projects that help organizations solve tough challenges across digital transformation, cloud strategy, AI adoption, process redesign, analytics, generative AI, and agentic AI-enabled transformation.
As an Associate, you will work alongside a global cohort of diverse, ambitious peers and have access to industry-recognized certifications, digital badges, and a minimum of 40 hours of structured learning per year on IBM's AI-driven learning platform, supported by coaches, mentors, and professional communities across practices. IBM's culture of internal mobility means you can explore new technologies, industries, and career paths as your interests evolve.
Bring your curiosity. Grow your skills. Build what's next - like an IBMer. This role is a strong fit for analytical problem solvers who want to use data science, machine learning, and GenAI/ Agentic AI-enabled workflows responsibly to uncover patterns, evaluate intelligent systems, and help clients make better decisions.
To give yourself the best opportunity for success,we advise applying only to roles that align withyour skills and experience, rather than applyingbroadly across all entry-level positions. You'llreceive a status update email for eachapplication, so be sure to check your IBM Careersaccount regularly - it's the best way to get acentralized view of which roles you have activeapplications against.
Your role and responsibilities
As an Associate Data Scientist, you will help solve business problems using statistics, machine learning, and data science techniques while contributing to generative AI and agentic AI workflows, along with open-source tools such as Python, R, and TensorFlow, IBM tools, and AI application suites. You will prepare, analyze, and understand data to deliver insight, predict emerging trends, evaluate model and workflow performance, and provide recommendations to stakeholders.
Collaborating closely with diverse teams, you will help select appropriate modeling approaches, identify the critical data needed for analysis, and translate complex model results into clear recommendations for technical and non-technical audiences.
In your role, you may be responsible for:
  • Prepare, cleanse, join, and analyze structured, semi-structured, and unstructured data for analytics, machine learning, GenAI, and agentic AI workflows.
  • Implement and validate predictive, prescriptive, statistical, and machine learning models with a focus on measurable client and business outcomes.
  • Design experiments, features, prompts, evaluation datasets, metrics, and tests to assess model outputs, workflow accuracy, reliability, bias, and business value.
  • Build GenAI, RAG, and agentic AI workflows by evaluating retrieval quality, grounding, generated responses, tool-use outcomes, and end-to-end agent performance.
  • Work in an Agile, collaborative environment with data scientists, data engineers, AI engineers, consultants, architects, and database administrators to bring analytical rigor and responsible AI practices to client challenges.
  • Communicate with internal and external clients to understand business needs, select appropriate modeling techniques, and explain assumptions, limitations, and recommendations.
  • Evaluate modeling results and present insights clearly to technical and non-technical audiences, translating findings into practical actions.

Required education
High School Diploma/GED
Preferred education
Bachelor's Degree
Required technical and professional expertise
  • Strong fundamentals in mathematics, statistics, computer science, algorithms, and analytical reasoning.
  • Familiarity with programming language such as Python, SQL, R, or similar.
  • Foundational understanding of predictive modeling, prescriptive modeling, statistical methods, machine learning, Gen AI and Agentic AI.
  • Basic understanding of cloud environments, data platforms, or AI platforms such as AWS, Azure, Google Cloud or similar.
  • Strong technical and analytical abilities, problem solving, debugging, troubleshooting, teamwork, and communication skills.
  • Willingness to travel up to 100%, based on project requirements.

Preferred technical and professional experience
  • Bachelor's degree in a related field such as Computer Science, Data Science, Statistics, Mathematics, MIS, Engineering, AI/ML, or another quantitative field.
  • Coursework, projects, internship experience, or portfolio work involving data science, machine learning, analytics, GenAI and Agentic AI.
  • Familiarity with LLMs, embeddings, vector databases, retrieval systems, prompt workflows, RAG, model behavior evaluation, and AI agent workflow patterns.
  • Exposure to orchestration and agentic AI frameworks such as LangChain, LangGraph, LlamaIndex, Semantic Kernel, AutoGen, MCP-based tooling, or similar tools.
  • Understanding of Git, containers, APIs, testing frameworks, CI/CD, MLOps, LLMOps, observability, model monitoring, data governance, privacy, security, or responsible AI practices.

ABOUT BUSINESS UNIT
IBM Consulting is IBM's consulting and global professional services business, with market leading capabilities in business and technology transformation. With deep expertise in many industries, we offer strategy, experience, technology, and operations services to many of the most innovative and valuable companies in the world. Our people are focused on accelerating our clients' businesses through the power of collaboration. We believe in the power of technology responsibly used to help people, partners and the planet.
YOUR LIFE @ IBM
In a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.
Being an IBMer means you'll be able to learn and develop yourself and your career, you'll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.
Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.
Are you ready to be an IBMer?
ABOUT IBM
IBM's greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.
Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we're also one of the biggest technology and consulting employers, with many of the Fortune 500 companies relying on the IBM Cloud to run their business.
At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it's time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.
IBM is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, genetics, pregnancy, disability, neurodivergence, age, or other characteristics protected by the applicable law. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.
OTHER RELEVANT JOB DETAILS
IBM offers a competitive and comprehensive benefits program. Eligible employees may have access to:
- Healthcare benefits including medical & prescription drug coverage, dental, vision, and mental health & well being
- Financial programs such as 401(k), cash balance pension plan, the IBM Employee Stock Purchase Plan, financial counseling, life insurance, short & long- term disability coverage, and opportunities for performance based salary incentive programs
- Generous paid time off including 12 holidays, minimum 56 hours sick time, 120 hours vacation, 12 weeks parental bonding leave in accordance with IBM Policy, and other Paid Care Leave programs. IBM also offers paid family leave benefits to eligible employees where required by applicable law
- Training and educational resources on our personalized, AI-driven learning platform where IBMers can grow skills and obtain industry-recognized certifications to achieve their career goals
- Diverse and inclusive employee resource groups, giving & volunteer opportunities, and discounts on retail products, services & experiences
We consider qualified applicants with criminal histories, consistent with applicable law.
This position was posted on the date cited in the key job details section and is anticipated to remain posted for 21 days from this date or less if not needed to fill the role.
IBM will not be providing visa sponsorship for this position now or in the future. Therefore, in order to be considered for this position, you must have the ability to work without a need for current or future visa sponsorship.
The compensation range and benefits for this position are based on a full-time schedule for a full calendar year. The salary will vary depending on your job-related skills, experience and location. Pay increment and frequency of pay will be in accordance with employment classification and applicable laws. For part time roles, your compensation and benefits will be adjusted to reflect your hours. Benefits may be pro-rated for those who start working during the calendar year.

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About IBM

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At IBM, work is more than a job - it's a calling: To build. To design. To code. To consult. To think along with clients and sell. To make markets. To invent. To collaborate. Not just to do something better, but to attempt things you've never thought possible. Are you ready to lead in this new era of technology and solve some of the world's most challenging problems? If so, lets talk.

Industry

It services

Company size

10,000+ Employees

Headquarters location

Armonk, NY, US

Year founded

1911

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