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  1. Home
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  5. AI Engineer
Big Bully Turf logo

AI Engineer

Not Disclosed•Full-TimeOn-site

location_onBig Bully Turf, 350, Front Street, Banker's Hill, San Diego, San Diego County, California, 92101, United States

Apply Now

About Illumina

At Illumina, we are expanding access to genomic technology to realize health equity for billions of people around the world. Our efforts enable life-changing discoveries that are transforming human health through the early detection and diagnosis of diseases and new treatment options for patients.

Working at Illumina means being part of something bigger than yourself. Every person, in every role, has the opportunity to make a difference. Surrounded by extraordinary people, inspiring leaders, and world-changing projects, you will do more and become more than you ever thought possible.

About the Role

The AI Engineer is an early-career role for engineers who are passionate about building with modern AI and ready to grow into the next generation of AI specialists. You will work alongside senior and principal engineers to build, ship, and improve production AI features, learning the craft of applied AI engineering on real systems that serve real users.

This role is hands-on from day one. You will write code, prototype ideas, evaluate models, integrate APIs, and contribute to the platform that powers AI across the organization. You will be supported with strong mentorship, clear scope, and the room to grow into more senior responsibilities over time.

Location

This role is located at our HQ in San Diego, CA.

Hiring Process

Illumina prohibits the use of generative artificial intelligence (AI) in the application and interview process. If you require accommodation to complete the application or interview process, please contact us directly.

The position will be posted until a final candidate is selected or the requisition has a sufficient number of qualified applicants.

Our Culture & Commitment

We are a company deeply rooted in belonging, promoting an inclusive environment where employees feel valued and empowered to contribute to our mission. Built on a strong foundation, Illumina has always prioritized openness, collaboration, and seeking alternative perspectives to propel innovation in genomics.

We are proud to confirm a zero-net gap in pay, regardless of gender, ethnicity, or race. We also have several Employee Resource Groups (ERG) that deliver career development experiences, increase cultural awareness, and offer opportunities to engage in social responsibility.

We are proud to be an equal opportunity employer committed to providing employment opportunity regardless of sex, race, creed, color, gender, religion, marital status, domestic partner status, age, national origin or ancestry, physical or mental disability, medical condition, sexual orientation, pregnancy, military or veteran status, citizenship status, and genetic information. Illumina conducts background checks on applicants for whom a conditional offer of employment has been made. Qualified applicants with arrest or conviction records will be considered for employment in accordance with applicable local, state, and federal laws.

Work location

Work model: On-site

location_on

Big Bully Turf, 350, Front Street, Banker's Hill, San Diego, San Diego County, California, 92101, United States

San Diego, California

Key Responsibilities

  • check_circleImplement production AI features including LLM integrations and prompt workflows
  • check_circleWrite clean, tested, and well-documented Python code for backend services
  • check_circleRun experiments to evaluate model performance and retrieval strategies
  • check_circleDevelop evaluation datasets and regression checks for AI features
  • check_circleAnalyze production logs to identify quality issues and latency bottlenecks
  • check_circleParticipate in incident response and root-cause analysis for AI system issues
  • check_circleCollaborate with product managers and designers to understand requirements
  • check_circleCommunicate progress and trade-offs in standups and design documents
  • check_circleDevelop and maintain RAG system components like data ingestion and retrieval logic

Requirements

  • verified1 to 2 years of professional software engineering experience
  • verifiedStrong programming skills in Python
  • verifiedExperience calling LLM APIs in at least one project
  • verifiedFamiliarity with RAG systems, prompt engineering, vector databases, embeddings, or basic agent patterns
  • verifiedSolid foundation in Git, REST APIs, JSON, SQL, and at least one cloud environment
  • verifiedBachelor's degree in Computer Science, Data Science, Machine Learning, Engineering, or related field, or equivalent demonstrable experience

Nice to Have

Experience with AI frameworks such as LangChain, LlamaIndex, Hugging Face Transformers, or DSPy. Exposure to vector databases (Pinecone, Weaviate, pgvector, Vertex AI Vector Search) and embedding models. Familiarity with major cloud platforms (GCP, Azure, AWS), particularly managed AI services. Comfort with Docker, basic CI/CD workflows, and modern engineering practices. A portfolio of personal projects, open source contributions, hackathon work, or coursework demonstrating curiosity and initiative in AI. Experience with web frameworks (FastAPI, Flask) or frontend basics (React, TypeScript). Coursework or self-directed learning in machine learning, deep learning, NLP, or information retrieval. Familiarity with JavaScript or TypeScript. Experience with notebook environments (Jupyter, Colab), evaluation tools (RAGAS, LangSmith, Weights and Biases), or basic frontend development.

Benefits & Perks

check_circleAccess to genomics sequencingcheck_circleFamily planning benefitscheck_circleRetirement benefitscheck_circlePaid time offVariable cash programs (bonus or commission)
Big Bully Turf logo
Company

Big Bully Turf

Industry

it

View company profilearrow_forwardlanguageWebsite
Quick Overview

Experience

1-2 yrs (Entry Level)

Education

Bachelor's degree in CS, Data Science, ML, Engineering, or equivalent experience

Job Type

Full-Time

Skills Required

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Skills, education and keywords

Skills: Python, LLM, Rag, Prompt Engineering, Vector Databases, Embeddings, Git, Rest Apis, Json, SQL.

Education: Bachelor's degree in CS, Data Science, ML, Engineering, or equivalent experience.

Frequently asked questions about AI Engineer at Big Bully Turf

What does a AI Engineer at Big Bully Turf do?expand_more
In this AI Engineer at Big Bully Turf role, you will implement production ai features including llm integrations and prompt workflows; write clean, tested, and well-documented python code for backend services; run experiments to evaluate model performance and retrieval strategies; and develop evaluation datasets and regression checks for ai features.
What are the requirements for this AI Engineer role?expand_more
To qualify for the AI Engineer at Big Bully Turf position, applicants should have: 1 to 2 years of professional software engineering experience; Strong programming skills in Python; Experience calling LLM APIs in at least one project; Familiarity with RAG systems, prompt engineering, vector databases, embeddings, or basic agent patterns; Solid foundation in Git, REST APIs, JSON, SQL, and at least one cloud environment; and Bachelor's degree in Computer Science, Data Science, Machine Learning, Engineering, or related field, or equivalent demonstrable experience.
Where is the AI Engineer role at Big Bully Turf located?expand_more
AI Engineer at Big Bully Turf is based in Big Bully Turf, 350, Front Street, Banker's Hill, San Diego, San Diego County, California, 92101, United States. This is a on-site role.
Is this AI Engineer job remote, hybrid, or on-site?expand_more
Big Bully Turf has listed this AI Engineer role as on-site.
How much experience is required for this AI Engineer role?expand_more
AI Engineer at Big Bully Turf typically requires 1–2 years of relevant experience at the entry level level.
What skills do you need for the AI Engineer role at Big Bully Turf?expand_more
Key skills for AI Engineer at Big Bully Turf include Python; LLM; Rag; Prompt Engineering; Vector Databases; Embeddings; Git; and Rest Apis.
What education is required for AI Engineer at Big Bully Turf?expand_more
Educational requirements for this role: Bachelor's degree in CS, Data Science, ML, Engineering, or equivalent experience.
What category does the AI Engineer role belong to?expand_more
AI Engineer at Big Bully Turf is part of the it job category on Recrutus.
Recrutus

Curating the world's most innovative career opportunities. We bridge the gap between visionary talent and industry-leading companies.

Search roles by city, category, skill, or job type — explore verified US employers, salary benchmarks, and remote-friendly teams hiring nationwide.

publiclanguageshare
Job seekers
Browse jobsCompanies hiringRemote jobsJobs by locationJobs by cityJobs by categoryJobs by skillCareer guidesCareer blogSalary insights
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Jobs in TexasJobs in CaliforniaJobs in New YorkJobs in FloridaJobs in North CarolinaJobs in VirginiaAll states →
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CDL A jobsExcel jobsEnglish jobsMicrosoft Office jobs
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Company
About usFAQContactPrivacy policy

Recrutus helps candidates discover roles that match their skills and helps teams reach qualified applicants faster. Browse by metro, discipline, or work style — from internships to senior leadership.

© 2026 Recrutus. All rights reserved.
Terms of serviceCookie policyAcceptable useDMCA policyEmployer termsCandidate terms
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Build internal tools and prototypes to accelerate team experimentation
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check_circleEquity as part of the compensation package
PythonLLMRagPrompt EngineeringVector DatabasesEmbeddingsGitRest ApisJsonSQL
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