Software Engineer AI/ML Ops

Blackline Systems Inc; Los Angeles (CA); On-site; USD 145,000 - 182,000; Full time

Benefits offered by this job

Incentive programs

Benefits and wellness plans

Job summary

BlackLine is seeking a Software Engineer, AI/ML Ops in Los Angeles to design and optimize data pipelines powering AI-driven accounting agents. You will lead development of scalable data infrastructure, collaborating across teams to deliver reliable, high-performance systems.

Requirements include 2+ years in Python/Java/Scala, ML frameworks, orchestration tools, and production ML/LLM pipelines across GCP/AWS/Azure. Strong CI/CD, IaC, DevSecOps and containerization experience are expected.

Qualifications

• 2+ years of programming experience (Python/Java/Scala).
• Experience with ML frameworks and orchestration tools.
• Production ML/LLM pipelines across cloud ecosystems.
• Familiarity with LangChain and related runtimes.
• CI/CD, IaC, DevSecOps practices including testing and security.

Responsibilities

• Build and maintain PySpark ETL pipelines with high data quality and performance.
• Establish robust connections to client data sources via APIs and tools.
• Monitor pipeline performance, automate testing, and validate data accuracy.
• Implement performance improvements for large-scale datasets.
• Collaborate with stakeholders to integrate AI and big data tech.

Skills

Python

Java

Scala

TensorFlow

PyTorch

scikit-learn

Airflow

Kubeflow

Vertex AI

MLflow

GCP

AWS

Azure

LangChain

LangGraph

ADK

CI/CD

IaC

DevSecOps

Prometheus

Grafana

NewRelic

Docker

Kubernetes

Tools

FiveTran

Plaid

Airflow

Job description

Make Your Mark:

We're looking for a Software Engineer, AI/ML Ops to design, build, and optimize data pipelines that power our next-generation AI-driven accounting agents. You'll lead the development of scalable, high-performance data infrastructure while collaborating closely across teams.

Responsibilities:

• Build and maintain PySpark ETL pipelines with high data quality and performance.
• Establish robust connections to client data sources via APIs and tools like FiveTran, Plaid, and BlackLine's internal connector ecosystem.
• Monitor pipeline performance, automate testing, and validate data accuracy.
• Implement performance improvements (e.g., CDC mechanisms, indexing strategies) for large-scale datasets.
• Work with business stakeholders to refine data requirements and integrate cutting‑edge AI and big data technologies.

What You'll Bring:

• 2+ years of experience with programming skills in languages such as Python, Java, or Scala.
• Expertise in ML frameworks (TensorFlow, PyTorch, scikit‑learn) and orchestration tools (Airflow, Kubeflow, Vertex AI, MLflow).
• Proven experience operating production pipelines for ML and LLM‑based systems across cloud ecosystems (GCP, AWS, Azure).
• Deep familiarity with LangChain, LangGraph, ADK or similar agentic system runtime management.
• Strong competencies in CI/CD, IaC, and DevSecOps pipelines integrating testing, compliance, and deployment automation.
• Hands‑on with observability stacks (Prometheus, Grafana, Newrelic) for model and agent performance tracking.
• Understanding of governance frameworks for Responsible AI, auditability, and cost metering across training and inference workloads.
• Proficiency in containerization technologies (e.g., Docker, Kubernetes).

We're Even More Excited If You Have:

Operations and Infrastructure:

• Proficient in scripting languages (e.g., Bash, Python) for automation.
• Experience with workflow orchestration tools (e.g., Apache Airflow).
• Expertise in managing and optimizing cloud‑based infrastructure.
• Familiarity with DevOps practices and tools for automated deployment.
• Understanding of network configurations and security protocols.

Problem‑Solving and Critical Thinking:

• Ability to define problems, collect and analyze data, and propose innovative solutions.
• Strong critical thinking skills to evaluate models, identify limitations, and adapt.

Adaptability and Learning Agility:

• Comfortable working in a fast‑paced, rapidly evolving environment.
• Proactive in staying up to date with the latest trends, techniques, and technologies in AI/data science.

Salary

$145,000.00–$182,000.00

Pay Transparency Statement

Placement within this range depends upon several factors, including the applicant's prior relevant job experience, skill set, and geographic location.

Benefits

In addition to base pay, BlackLine also offers short‑term and long‑term incentive programs, based on eligibility, along with a robust offering of benefit and wellness plans.

Accommodations

BlackLine is committed to creating an inclusive and accessible experience for all candidates. If you require a reasonable accommodation that would better enable your success during the application or interview process, please complete this form.

Equal Opportunity Employer

BlackLine is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity or expression, race, ethnicity, age, religious creed, national origin, physical or mental disability, ancestry, color, marital status, sexual orientation, military or veteran status, status as a victim of domestic violence, sexual assault or stalking, medical condition, genetic information, or any other protected class or category recognized by applicable equal employment opportunity or other similar laws.