Talent.com
AI Data Engineer
AI Data EngineerVeeva Systems • Ottawa, ON, CA
AI Data Engineer

AI Data Engineer

Veeva Systems • Ottawa, ON, CA
24 days ago
Job type
  • Full-time
Job description

Join to apply for the AI Data Engineer role at Veeva Systems.

Get AI-powered advice on this job and more exclusive features.

Veeva Systems is a mission-driven organization and pioneer in industry cloud, helping life sciences companies bring therapies to patients faster. As one of the fastest-growing SaaS companies in history, we surpassed $2B in revenue in our last fiscal year with extensive growth potential ahead.

At the heart of Veeva are our values : Do the Right Thing, Customer Success, Employee Success, and Speed. We're not just any public company – we made history in 2021 by becoming a public benefit corporation (PBC), legally bound to balancing the interests of customers, employees, society, and investors.

As a Work Anywhere company, we support your flexibility to work from home or in the office, so you can thrive in your ideal environment.

Join us in transforming the life sciences industry, committed to making a positive impact on its customers, employees, and communities.

The Role

This role is responsible for ensuring the reliability, accuracy, and safety of our Veeva AI Agents through rigorous evaluation and systematic validation methodologies. We're looking for experienced candidates with :

  • A meticulous, critical, and curious mindset with a dedication to product quality in a rapidly evolving technological domain
  • Exceptional analytical and systematic problem‑solving capabilities
  • Excellent ability to communicate technical findings to both engineering and product management audiences
  • Ability to learn application areas quickly

Thrive in our Work Anywhere environment : We support your flexibility to work remotely or in the office within Canada or the US, ensuring seamless collaboration within your product team's time zone.

What You’ll Do

  • Evaluation Strategy & Planning : Define and establish comprehensive evaluation strategies for new AI Agents. Prioritize the integrity and coverage of test data sets to reflect real‑world usage and potential failure modes.
  • LLM Output Integrity Assessment : Programmatically and manually evaluate the quality of LLM‑generated content against predefined metrics (e.g., factual accuracy, contextual relevance, coherence, and safety standards).
  • Creating High‑Fidelity Datasets : Design, curate, and generate diverse, high‑quality test data sets, including challenging prompts and scenarios. Evaluate LLM outputs to proactively identify system biases, unsafe content, hallucinations, and critical edge cases.
  • Automation of Evaluation Pipelines : Develop, implement, and maintain scalable automated evaluations to ensure efficient, continuous validation of agent behavior and prevent regressions with new features and model updates.
  • Root Cause Analysis : Understand model behaviors and assist in the trace and root‑cause analysis of identified defects or performance degradations.
  • Reporting & Performance Metrics : Clearly document, track, and communicate performance metrics, validation results, and bug status to the broader development and product teams.
  • Requirements

  • Data Integrity & Validation : A strong, specialized understanding of data quality principles, including methods for validating datasets against bias, integrity concerns, and quality standards. Ability to craft diverse and adversarial test data to uncover AI edge cases.
  • Prompt Engineering & Model Expertise : Demonstrated skill in advanced prompt engineering techniques to create evaluation scenarios that test the AI's reasoning, action planning, and adherence to system instructions. Deep knowledge of LLM common failure modes (hallucination, incoherence, jailbreaking).
  • Automated Evaluation Implementation : 5+ years of experience designing and deploying automated evaluation pipelines to assess complex, agentic AI behaviors. Familiarity with quality metrics such as task success rate, semantic similarity, and sentiment analysis for output measurement.
  • Debugging Agentic Systems : Must be comfortable with the specific challenges of debugging agentic systems, including tracing and interpreting an agent's internal reasoning, tool use, and action sequence to pinpoint failure points.
  • Programming & Frameworks : 5+ years of experience using Python to develop custom evaluation frameworks, writing scripts, and integrating pipelines with CI / CD systems. Familiarity with standard test automation tools (e.g., Pytest, modern web automation tools).
  • Bachelor's degree in Data Science, Machine Learning, Computer Science, or a related field, with experience in Gen AI / LLMs.
  • High work ethic. Veeva is a hard‑working company.
  • High integrity and honesty. Veeva is a PBC and a “do the right thing” company. We expect that from all employees.
  • Applicants must have the unrestricted right to work in the United States or Canada. Veeva will not provide sponsorship at this time.
  • Learn More

  • Engineer Perspective : 3 Reasons to Consider Veeva
  • Engineering at Veeva
  • Perks & Benefits

  • Medical, dental, vision, and basic life insurance
  • PTO and company‑paid holidays
  • Retirement programs
  • 1% charitable giving program
  • Compensation

  • Base pay : $85,000 - $225,000 CAD
  • The salary range listed here has been provided to comply with local regulations and represents a potential base salary range for this role. Please note that actual salaries may vary within the range above or below, depending on experience and location. We look at compensation for each individual and base our offer on your unique qualifications, experience, and expected contributions. This position may also be eligible for other types of compensation in addition to base salary, such as variable bonus and / or stock bonus.
  • Veeva’s headquarters is located in the San Francisco Bay Area with offices in more than 15 countries around the world.

    Veeva is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, sex, sexual orientation, gender identity or expression, religion, national origin or ancestry, age, disability, marital status, pregnancy, protected veteran status, protected genetic information, political affiliation, or any other characteristics protected by local laws, regulations, or ordinances. If you need assistance or accommodation due to a disability or special need when applying for a role or in our recruitment process, please contact us at talent_accommodations@veeva.com.

    Referrals increase your chances of interviewing at Veeva Systems by 2x.

    #J-18808-Ljbffr

    Create a job alert for this search

    Engineer Ai • Ottawa, ON, CA

    Similar jobs
    Senior Software & AI Engineer - Cloud & Security (Hybrid)

    Senior Software & AI Engineer - Cloud & Security (Hybrid)

    Export Development Canada • Ottawa H2B, ON, Canada
    Remote
    Full-time
    A financial crown corporation in Canada is seeking a Software Engineer or Senior Software & AI Engineer to enhance their Digital Delivery team. The role involves working on cloud-based solutions, de...Show more
    Last updated: 1 day ago • Promoted
    Hybrid Enterprise Architect : Data‑Driven Systems & Cloud

    Hybrid Enterprise Architect : Data‑Driven Systems & Cloud

    Thales • Ottawa H2B, ON, Canada
    Remote
    Full-time
    A leading technology firm in Ontario is seeking an experienced Enterprise Architect to visualize and design data-centric systems. The role entails significant responsibilities in developing system a...Show more
    Last updated: 10 days ago • Promoted
    English vocabulary Private Tutoring Jobs Chelsea

    English vocabulary Private Tutoring Jobs Chelsea

    Superprof • Chelsea, Canada
    Full-time +1
    Superprof is Canada's #1 tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teaching, join the largest communi...Show more
    Last updated: 30+ days ago • Promoted
    Senior AI & Cloud Software Engineer

    Senior AI & Cloud Software Engineer

    Export Development Canada | Exportation et développement Canada • Ottawa H2B, ON, Canada
    Remote
    Full-time
    A financial services organization based in Ottawa seeks a Software Engineer or Senior Software & AI Engineer to join their Digital Delivery Marketing and Architects team. This role involves designin...Show more
    Last updated: 10 days ago • Promoted
    Senior Engineer AI Interconnect

    Senior Engineer AI Interconnect

    Huawei Technologies Canada Co., Ltd. • Ottawa, ON, CA
    Permanent
    Huawei Canada has an immediate permanent opening for a Senior Engineer.Huawei Canada's Advanced Optical Technology Lab focuses on advanced R&D in high-performance optical communications and net...Show more
    Last updated: 30+ days ago
    AI / HPC Principal Field Solutions Architect / Architecte Principale de solutions IA / HPC

    AI / HPC Principal Field Solutions Architect / Architecte Principale de solutions IA / HPC

    CDW Canada • Ottawa H2B, ON, Canada
    Full-time
    AI / HPC Principal Field Solutions Architect / Architecte Principale de solutions IA / HPC.Chez CDW, nous accomplissons les projets ensemble. La confiance, les relations humaines et l’engagement sont...Show more
    Last updated: 14 days ago • Promoted
    Sr Director, Analyst - AI Platforms (Remote : Canada / Europe)

    Sr Director, Analyst - AI Platforms (Remote : Canada / Europe)

    Gartner • Ottawa, ON, Canada
    Full-time
    Sr Director, Analyst - AI Platforms (Remote : Canada / Europe).Join Gartner as a Senior Director in the Business and Technology Insights division. You will create actionable insights for executive lea...Show more
    Last updated: 30+ days ago • Promoted
    AI - Senior Staff Engineer

    AI - Senior Staff Engineer

    Synopsys, Inc. • Ottawa H2B, ON, Canada
    Full-time
    At Synopsys, we drive the innovations that shape the way we live and connect.Our technology is central to the Era of Pervasive Intelligence, from self-driving cars to learning machines.We lead in c...Show more
    Last updated: 4 days ago • Promoted
    AI / HPC Sr. Field Solutions Architect / Architecte de solutions senior IA / HPC

    AI / HPC Sr. Field Solutions Architect / Architecte de solutions senior IA / HPC

    CDW • Ottawa H2B, ON, Canada
    Full-time
    Chez CDW, nous accomplissons les projets ensemble.La confiance, les relations humaines et l’engagement sont au cœur de la collaboration pour satisfaire nos clients. C’est pourquoi nous sommes des co...Show more
    Last updated: 3 days ago • Promoted
    Remote Data Architect - Modernize Enterprise Data

    Remote Data Architect - Modernize Enterprise Data

    Orangutech • Ottawa H2B, ON, Canada
    Remote
    Part-time
    A public service organization is seeking an experienced Database Architect for a future opportunity.This role focuses on leading assessments and modernizing the enterprise data ecosystem.Candidates...Show more
    Last updated: 30+ days ago • Promoted
    ASIC Digital Design, Senior Staff Engineer - 13121

    ASIC Digital Design, Senior Staff Engineer - 13121

    Synopsys Inc • Ottawa, ON, Canada
    Full-time
    ASIC Digital Design, Senior Staff Engineer - 13121.Be among the first 25 applicants.At Synopsys, we drive the innovations that shape the way we live and connect. Our technology is central to the Era...Show more
    Last updated: 30+ days ago • Promoted
    Senior AI / ML Engineer — Hybrid in Ottawa (Cloud & Edge)

    Senior AI / ML Engineer — Hybrid in Ottawa (Cloud & Edge)

    Solink • Ottawa H2B, ON, Canada
    Remote
    Full-time
    A growing tech company in Ottawa is seeking a Senior AI / ML Engineer to design and deploy cutting-edge machine learning solutions. The ideal candidate has over 7 years of experience in building produ...Show more
    Last updated: 3 days ago • Promoted
    Data Scientist

    Data Scientist

    Targeted Talent • Ottawa, ON, Canada
    Permanent
    We are looking for an experienced.Our client is a fintech company based out of Vancouver.Years experience working in Data Engineering / Data Science utilizing R (purrr, tidyr, dplyr, tibble, & th...Show more
    Last updated: 30+ days ago • Promoted
    Senior Research Engineer Multimodal & Video Foundation Model (100% Remote)

    Senior Research Engineer Multimodal & Video Foundation Model (100% Remote)

    Tether Operations Limited • Ottawa, ON, CA
    Remote
    Full-time
    Join Tether and Shape the Future of Digital Finance.At Tether, we’re not just building products, we’re pioneering a global financial revolution. Our cutting-edge solutions empower businesses—from ex...Show more
    Last updated: 30+ days ago
    AI & Automation Associate

    AI & Automation Associate

    CLV Group • Gloucester, ON, Canada
    Full-time
    CLV Group is a premier Canadian real estate firm specializing in the acquisition, development, and management of high-quality real estate assets. We deliver exceptional returns by aligning strategic...Show more
    Last updated: 30+ days ago • Promoted
    Statistics Private Tutoring Jobs Chelsea

    Statistics Private Tutoring Jobs Chelsea

    Superprof • Chelsea, Canada
    Full-time +1
    Superprof is Canada's #1 tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teaching, join the largest communi...Show more
    Last updated: 30+ days ago • Promoted
    Statistics Private Tutoring Jobs Cantley

    Statistics Private Tutoring Jobs Cantley

    Superprof • Cantley, Canada
    Full-time +1
    Superprof is Canada's #1 tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teaching, join the largest communi...Show more
    Last updated: 30+ days ago • Promoted
    Data Engineer - AWS

    Data Engineer - AWS

    Tiger Analytics Inc. • Ottawa, ON, CA
    Remote
    Full-time
    Quick Apply
    Tiger Analytics is a fast-growing advanced analytics consulting firm.Our consultants bring deep expertise in Data Science, Machine Learning and AI. We are the trusted analytics partner for multiple ...Show more
    Last updated: 28 days ago