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Forward Deployed AI Engineer

About the Company

Models are what they eat. But a large portion of training compute is wasted training on data that are already learned, irrelevant, or even harmful, leading to worse models that cost more to train and deploy.

At DatologyAI, we’ve built a state of the art data curation suite to automatically curate and optimize petabytes of data to create the best possible training data for your models. Training on curated data can dramatically reduce training time and cost (7-40x faster training depending on the use case), dramatically increase model performance as if you had trained on >10x more raw data without increasing the cost of training, and allow smaller models with fewer than half the parameters to outperform larger models despite using far less compute at inference time, substantially reducing the cost of deployment. For more details, check out our recent blog posts sharing our high-level results for text models and image-text models.

We raised a total of $57.5M in two rounds, a Seed and Series A. Our investors include Felicis Ventures, Radical Ventures, Amplify Partners, Microsoft, Amazon, and AI visionaries like Geoff Hinton, Yann LeCun, Jeff Dean, and many others who deeply understand the importance and difficulty of identifying and optimizing the best possible training data for models. Our team has pioneered this frontier research area and has the deep expertise on both data research and data engineering necessary to solve this incredibly challenging problem and make data curation easy for anyone who wants to train their own model on their own data.

This role is based in Redwood City, CA. We are in person 4 days a week and 1 from home and offer relocation assistance to new employees. We provide visa sponsorship for candidates selected for this role.

About the Role

We're looking for an experienced Forward Deployed AI Engineer to be an early member of our customer-facing technical team. In this role, you’ll work closely with our most strategic customers to understand their data curation needs and ensure they can successfully deploy and integrate DatologyAI’s platform. You will be responsible for designing and implementing scalable solutions tailored to customer needs in cloud, on-prem, or hybrid environments. You’ll troubleshoot complex issues across data pipelines, model training workflows, and infrastructure, ensuring our technology delivers maximum impact. As an early hire in this function, you will help define best practices for deployment, automation, and support while shaping how we work with customers at scale.

What You’ll Work On

  • Embed deeply with strategic customers to understand their data curation needs, business challenges, and technical requirements in detail.

  • Prepare detailed scopes of work and project plans for proof-of-concept prototypes and full production deployments.

  • Work hands-on with customers' technical teams as a technical expert and trusted advisor to drive projects to completion on their infrastructure.

  • Troubleshoot and resolve technical challenges related to data pipelines, model training, and infrastructure scalability.

  • Collaborate closely with GTM, Engineering, and Research teams to ensure seamless customer experiences, project success, and actionable product feedback.

  • Provide hands-on support, training, and documentation to enable customer success.

About You

  • Have 4+ years of experience in software or customer engineering roles, with a strong emphasis on customer-facing engagements.

  • Have a track record of rapidly prototyping ideas and a willingness to work iteratively with your customers to deliver the right solution that solves their problem.

  • Strong programming skills in Python (or equivalent), with experience in data processing frameworks (e.g., Spark, Ray, etc).

  • Familiarity with cloud platforms (AWS, GCP, Azure) and containerization technologies (Docker, Kubernetes).

  • Experience working with ML/AI workflows, data pipelines, or large-scale data systems is a plus.

  • Ability to troubleshoot complex systems and work in fast-paced, customer-facing environments.

  • Excellent communication skills with the ability to translate technical concepts for diverse audiences.

  • Willingness to travel occasionally to customer sites if required.

Compensation

At DatologyAI, we are dedicated to rewarding talent with highly competitive salary and significant equity. The salary for this position ranges from $180,000 to $250,000.

  • The candidate's starting pay will be determined based on job-related skills, experience, qualifications, and interview performance.

Benefits

We offer a comprehensive benefits package to support our employees' well-being and professional growth:

  • 100% covered health benefits (medical, vision, and dental).

  • 401(k) plan with a generous 4% company match.

  • Unlimited paid time off (PTO) policy.

  • Annual $2,000 wellness stipend.

  • Annual $1,000 learning and development stipend.

  • Daily lunches and snacks are provided in our office!

  • Relocation assistance for employees moving to the Bay Area.

Average salary estimate

$215000 / YEARLY (est.)
min
max
$180000K
$250000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About Forward Deployed AI Engineer, DatologyAI

Join DatologyAI as a Forward Deployed AI Engineer and become part of a passionate team dedicated to revolutionizing the data curation landscape! Based in the vibrant Redwood City, you'll play a pivotal role in helping our strategic customers maximize the potential of their AI models. You’ll dive deep into understanding their unique data needs, tackling complex challenges while working side-by-side with their technical teams. At DatologyAI, we believe in providing solutions that are not just effective but also tailored to each customer's environment—be it cloud, on-prem, or hybrid. Your expertise in Python and familiarity with data processing frameworks will be key as you prototype scalable solutions and troubleshoot intricate data pipelines. Plus, you’ll collaborate with our teams across the board to ensure that every customer interaction leaves a lasting positive impact. If you’re excited about working on the cutting edge of AI technology and eager to shape best practices for deployment and automation, this is the opportunity for you! With competitive compensation, great benefits like unlimited PTO, and a supportive work environment, DatologyAI is committed to encouraging your personal and professional growth while you make a significant difference in the world of AI.

Frequently Asked Questions (FAQs) for Forward Deployed AI Engineer Role at DatologyAI
What does a Forward Deployed AI Engineer do at DatologyAI?

As a Forward Deployed AI Engineer at DatologyAI, you'll be the link between our innovative data curation platform and our strategic customers. Your responsibilities include understanding customer needs, deploying scalable solutions, and troubleshooting complex technical issues across data pipelines and infrastructure. Your role is pivotal in ensuring our technology effectively meets customer requirements.

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What qualifications are needed for the Forward Deployed AI Engineer role at DatologyAI?

Candidates for the Forward Deployed AI Engineer position at DatologyAI should have at least 4 years of experience in customer engineering or software roles, with strong programming skills in Python. Familiarity with cloud platforms and data processing frameworks is highly preferred. Excellent communication skills and the ability to work in fast-paced environments are essential for this role.

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What kind of projects will a Forward Deployed AI Engineer handle at DatologyAI?

In your role as a Forward Deployed AI Engineer at DatologyAI, you’ll work on a variety of projects that include preparing detailed project plans, conducting proof-of-concept prototypes, and managing full production deployments. You'll serve as a trusted advisor, collaborating with customers’ technical teams to ensure successful project completion.

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How does DatologyAI support the growth of its Forward Deployed AI Engineers?

At DatologyAI, we’re committed to the growth of our Forward Deployed AI Engineers through an annual learning and development stipend, unlimited paid time off, and access to a collaborative environment focused on professional development. Your success is our success, and we provide resources to help you thrive.

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What are the working conditions for the Forward Deployed AI Engineer role at DatologyAI?

In the Forward Deployed AI Engineer position at DatologyAI, you’ll be working primarily in-office four days a week, with the flexibility to work from home one day a week. We’re located in Redwood City, CA, and offer relocation assistance and visa sponsorship for selected candidates to ensure you can join our dynamic team.

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Common Interview Questions for Forward Deployed AI Engineer
Can you explain your experience with customer-facing engagements as a Forward Deployed AI Engineer?

When addressing this question, discuss specific examples where you've interacted with clients or technical teams, focusing on how you identified their needs and delivered solutions. Highlight your ability to explain complex technical concepts in a comprehensible way, ensuring clarity for all stakeholders.

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What methodologies do you prefer when troubleshooting complex data pipelines?

It's beneficial to articulate a structured approach here. Discuss various methodologies, such as root cause analysis, and emphasize your experience in identifying, documenting, and resolving issues, while also mentioning any specific tools or strategies you utilize.

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How do you prioritize tasks when managing simultaneous projects with various clients?

To answer this, share your strategies for project management, such as using project management tools to track tasks and timelines. Explain how you assess urgency based on customer needs and deadlines while ensuring quality and thoroughness of your work.

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Describe a time when you had to educate a client about technical concepts.

Provide a specific instance where you simplified complex information for a client. Highlight the techniques you used, such as visual aids or real-life examples, to ensure they understood the subject matter and felt empowered to make informed decisions.

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What programming languages and frameworks are you most experienced with?

Mention your proficiency in programming languages, particularly Python, and touch on any data processing libraries or frameworks you’ve used, like Spark or Ray. Share projects you’ve completed using these technologies to demonstrate your practical experience.

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How do you approach designing scalable solutions for client requirements?

Detail your process for assessing client needs and designing solutions that can grow with them. Discuss how you integrate feedback during the prototyping phase and your understanding of cloud environments to ensure flexibility and scalability.

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What experience do you have with cloud platforms and containerization technologies?

Provide examples of projects where you’ve used cloud solutions like AWS, GCP, or Azure. Discuss any containerization tools, such as Docker or Kubernetes, and how they've helped streamline deployments and improve project outcomes.

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How do you ensure successful collaboration with technical teams during a project?

Share your methods for fostering collaboration, such as setting regular check-ins, employing collaborative tools, and maintaining open lines of communication. Highlight the importance of establishing a trust-based relationship to facilitate smoother project execution.

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What challenges have you faced in deploying AI solutions, and how did you overcome them?

Reflect on specific challenges, such as data quality issues or integration hurdles, and detail the strategies you employed to overcome them. Emphasize your problem-solving mindset and ability to think creatively under pressure.

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Why do you want to work at DatologyAI as a Forward Deployed AI Engineer?

Tailor your response to reflect your interest in their innovative solutions and their impact on AI technologies. Share what excites you about the company's mission, culture, and opportunities for growth—express your enthusiasm for being part of a pioneering team.

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datologyai builds tools to automatically select the best data on which to train deep learning models. our tools leverage cutting-edge research—much of which we perform ourselves—to identify redundant, noisy, or otherwise harmful data points. the a...

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Full-time, hybrid
DATE POSTED
March 29, 2025

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