Back to jobs
New

Senior Data Engineer - ML Systems

United States - Remote

Introduction to Demandbase: 

Demandbase helps B2B companies hit their revenue goals using fewer resources. How? By using the power of AI to identify and engage the accounts and buying groups most likely to purchase. Our account-based technology unites sales and marketing teams around insights that you can understand and facilitates quick actions across systems and channels to deliver big wins. It’s flexible, scalable ABM built for you.

As a company, we prioritize both the advancement of careers and the development of world-class technology. We invest heavily in people, our culture, and the communities around us. We have offices strategically located in San Francisco and New York in the US, and Hyderabad, in India and we embrace a hybrid work model in these regions. Outside of these areas we offer a remote work option and boast a significant presence in Austin, TX, Atlanta, GA, and London, UK. Continuously lauded as a great place to work, we are Great Place to Work Certified, and have earned distinctions such as "Fortune's Best Workplaces in the Bay Area,"Best Workplaces in Technology," "Best Workplaces for Millennials," and "Best Workplaces for Parents"!

We're committed to attracting, developing, retaining, and promoting a diverse workforce. By ensuring that every Demandbase employee is able to bring a diversity of talents to work, we're increasingly capable of achieving our mission to transform the way B2B companies go to market. We encourage people from historically underrepresented backgrounds and all walks of life to apply. Come grow with us at Demandbase!

About the Role:

As a Senior Data Engineer on Demandbase's AI team, you will play a critical role in designing, developing, and optimizing data pipelines that drive machine learning systems. You will collaborate with cross-functional teams, including data scientists, engineers, and cloud operations, to enhance the performance of machine learning models and ensure robust infrastructure. The role involves working with large-scale datasets, improving data reliability, and adhering to industry-leading standards in cloud technologies, DevOps practices, and machine learning engineering. You'll also contribute to innovations in ML Ops and prompt engineering, applying cutting-edge techniques to improve system scalability and efficiency.

The compensation range for this position: $190,000 - $210,000 

What you’ll be doing:

Data Pipeline Development and Optimization:

  • Design, develop, and maintain efficient data pipelines and ETL processes.
  • Implement indexing, partitioning, and tuning strategies to improve data model performance.
  • Reduce costs, improve landing times, and ensure pipeline reliability.

Machine Learning Model Improvement:

  • Debug and enhance machine learning models for optimal performance.

Cross-Functional Collaboration:

  • Collaborate with data engineers, data scientists, data platform experts, front-end developers, and analytics teams to align on priorities and deliverables.

Infrastructure and Quality Assurance:

  • Work with cloud operations and QA teams to implement industry-standard build, test, and deploy pipelines.
  • Drive continuous improvement in release processes to achieve best-in-class standards.

System Optimizations:

  • Optimize existing systems and solutions to align with industry best practices.

 

What we’re looking for:

  • Minimum 5 years of relevant work experience as a Data Engineer or ML Engineer, or 3 years with a Master's degree in Computer Science, Electrical Engineering, or a related field.
  • Strong proficiency in Object-Oriented Programming (OOP) using Scala/Java and Python.
  • Solid understanding of advanced SQL techniques for querying, transformation, and performance optimization.
  • Ability to deploy, monitor, and manage software, particularly ML models.
  • Experience in designing, building, and optimizing ETL/ELT data pipelines for large datasets. Proficiency in both batch and streaming processes is preferred.
  • Expertise in building, deploying, and optimizing DAGs in Apache Airflow or a similar tool.
  • Proficiency in Gitlab for version control, branching, and collaboration.
  • Understanding of best practices for data modeling, including star schemas, snowflake schemas, and data normalization techniques. 
  • Ability to work effectively with data scientists, analysts, and stakeholders to translate business requirements into technical solutions.
  • Solid documentation skills for pipeline design and data flow diagrams. 
  • Knowledge of unit testing, CI/CD, and repository management.
  • Experience with Docker, Kubernetes, and cloud platforms such as AWS (preferred) or GCP.

Preferred experience:

  • Application Experience: Experience working on large-scale B2B and SaaS applications with tenant-based architectures.
  • ML Ops: Proficiency in ML Ops practices, including experience with A/B testing technologies and frameworks.
  • Prompt Engineering: Expertise in crafting, testing, and refining prompts for effective communication with LLMs like GPT. Ability to generate accurate and contextually relevant responses.

Benefits:

Our benefits include options for up to 100% paid Medical and Vision premiums for employees, a flexible PTO policy, no internal meetings Fridays, as well as access to Modern Health and other mental wellness resources. Additionally, we offer eight paid holidays and two additional week-long breaks when all Demandbase employees in the US take time off simultaneously (the week of July 4th and the week of Thanksgiving). We also provide 401(k), short-term/long-term disability, life insurance, and other great benefits.

Our Commitment to Diversity, Equity, and Inclusion at Demandbase:

At Demandbase, we believe in creating a workplace culture that values and celebrates diversity in all its forms. We recognize that everyone brings unique experiences, perspectives, and identities to the table, and we are committed to building a community where everyone feels valued, respected, and supported. Discrimination of any kind is not tolerated, and we strive to ensure that every individual has an equal opportunity to succeed and grow, regardless of their gender identity, sexual orientation, disability, race, ethnicity, background, marital status, genetic information, education level, veteran status, national origin, or any other protected status. We do not automatically disqualify applicants with criminal records and will consider each applicant on a case-by-case basis.

We recognize that not all candidates will have every skill or qualification listed in this job description. If you feel you have the level of experience to be successful in the role, we encourage you to apply!

We acknowledge that true diversity and inclusion requires ongoing effort, and we are committed to doing the work required to make our workplace a safe and equitable space for all. Join us in building a community where we can learn from each other, celebrate our differences, and work together.

Personal information that you submit will be used by Demandbase for recruiting and other business purposes. Our Privacy Policy explains how we collect and use personal information.

Apply for this job

*

indicates a required field

Resume/CV

Accepted file types: pdf, doc, docx, txt, rtf

Cover Letter

Accepted file types: pdf, doc, docx, txt, rtf

Select...
Select...

Voluntary Self-Identification

For government reporting purposes, we ask candidates to respond to the below self-identification survey. Completion of the form is entirely voluntary. Whatever your decision, it will not be considered in the hiring process or thereafter. Any information that you do provide will be recorded and maintained in a confidential file.

As set forth in Demandbase’s Equal Employment Opportunity policy, we do not discriminate on the basis of any protected group status under any applicable law.

Select...
Select...
Race & Ethnicity Definitions

If you believe you belong to any of the categories of protected veterans listed below, please indicate by making the appropriate selection. As a government contractor subject to the Vietnam Era Veterans Readjustment Assistance Act (VEVRAA), we request this information in order to measure the effectiveness of the outreach and positive recruitment efforts we undertake pursuant to VEVRAA. Classification of protected categories is as follows:

A "disabled veteran" is one of the following: a veteran of the U.S. military, ground, naval or air service who is entitled to compensation (or who but for the receipt of military retired pay would be entitled to compensation) under laws administered by the Secretary of Veterans Affairs; or a person who was discharged or released from active duty because of a service-connected disability.

A "recently separated veteran" means any veteran during the three-year period beginning on the date of such veteran's discharge or release from active duty in the U.S. military, ground, naval, or air service.

An "active duty wartime or campaign badge veteran" means a veteran who served on active duty in the U.S. military, ground, naval or air service during a war, or in a campaign or expedition for which a campaign badge has been authorized under the laws administered by the Department of Defense.

An "Armed forces service medal veteran" means a veteran who, while serving on active duty in the U.S. military, ground, naval or air service, participated in a United States military operation for which an Armed Forces service medal was awarded pursuant to Executive Order 12985.

Select...

Voluntary Self-Identification of Disability

Form CC-305
Page 1 of 1
OMB Control Number 1250-0005
Expires 04/30/2026

Why are you being asked to complete this form?

We are a federal contractor or subcontractor. The law requires us to provide equal employment opportunity to qualified people with disabilities. We have a goal of having at least 7% of our workers as people with disabilities. The law says we must measure our progress towards this goal. To do this, we must ask applicants and employees if they have a disability or have ever had one. People can become disabled, so we need to ask this question at least every five years.

Completing this form is voluntary, and we hope that you will choose to do so. Your answer is confidential. No one who makes hiring decisions will see it. Your decision to complete the form and your answer will not harm you in any way. If you want to learn more about the law or this form, visit the U.S. Department of Labor’s Office of Federal Contract Compliance Programs (OFCCP) website at www.dol.gov/ofccp.

How do you know if you have a disability?

A disability is a condition that substantially limits one or more of your “major life activities.” If you have or have ever had such a condition, you are a person with a disability. Disabilities include, but are not limited to:

  • Alcohol or other substance use disorder (not currently using drugs illegally)
  • Autoimmune disorder, for example, lupus, fibromyalgia, rheumatoid arthritis, HIV/AIDS
  • Blind or low vision
  • Cancer (past or present)
  • Cardiovascular or heart disease
  • Celiac disease
  • Cerebral palsy
  • Deaf or serious difficulty hearing
  • Diabetes
  • Disfigurement, for example, disfigurement caused by burns, wounds, accidents, or congenital disorders
  • Epilepsy or other seizure disorder
  • Gastrointestinal disorders, for example, Crohn's Disease, irritable bowel syndrome
  • Intellectual or developmental disability
  • Mental health conditions, for example, depression, bipolar disorder, anxiety disorder, schizophrenia, PTSD
  • Missing limbs or partially missing limbs
  • Mobility impairment, benefiting from the use of a wheelchair, scooter, walker, leg brace(s) and/or other supports
  • Nervous system condition, for example, migraine headaches, Parkinson’s disease, multiple sclerosis (MS)
  • Neurodivergence, for example, attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder, dyslexia, dyspraxia, other learning disabilities
  • Partial or complete paralysis (any cause)
  • Pulmonary or respiratory conditions, for example, tuberculosis, asthma, emphysema
  • Short stature (dwarfism)
  • Traumatic brain injury
Select...

PUBLIC BURDEN STATEMENT: According to the Paperwork Reduction Act of 1995 no persons are required to respond to a collection of information unless such collection displays a valid OMB control number. This survey should take about 5 minutes to complete.