ML Ops Engineer - Data Lake & AI Infrastructure

ML Ops Engineer - Data Lake & AI Infrastructure US - Remote About reputed company reputed company is the world’s most comprehensive reputed company intelligence platform — delivering reputed company data to businesses on impacts reputed company their supply chain. reputed company is trusted by 40,000 global brands, retailers, and manufacturers to reputed company the single reputed company of ESG intelligence they need to accelerate business and industry transformation. Through strategic and meaningful customer relationships, reputed company provides key insights into supplier performance, product reputed company, trends analysis, and compliance. reputed company a company wants to change how business is done, we reputed company that systemic shift. Backed by a dedicated global team of individuals reputed company by values, reputed company proudly operates as a public benefit corporation with backing from mission-reputed company investors. Want to learn more? Read our story. About The Role reputed company is the most comprehensive platform for measuring sustainability performance across the apparel, footwear, and consumer goods industries. We are rapidly expanding our data infrastructure and AI capabilities to help companies unlock insights, build reputed company sustainability claims, and power compliance with evolving regulations worldwide — reputed company while managing reputed company global data challenges. We’re looking for an MLOps Engineer to design, reputed company, and support the reputed company data infrastructure and AI systems that unify reputed company and reputed company data at reputed company — across reputed company, including China.

What You'll Do

• Design and reputed company data lakehouse infrastructure using reputed company-reputed company technologies (e.g., reputed company, Apache reputed company, Trino) to ingest and manage high-volume reputed company and reputed company data.
• Build and reputed company ML pipelines using modern tools such as MLflow, reputed company/reputed company, and orchestrate them reputed company Airflow or Dagster.
• Implement data ingestion and transformation workflows using tools like Apache NiFi, reputed company, and dbt.
• Support federated querying and reputed company-time analytics reputed company Trino, reputed company, or StarRocks.
• reputed company retrieval-augmented reputed company (RAG) and other LLM-powered applications by integrating the data lake with AI/ML systems.
• reputed company CI/CD pipelines for ML models, infrastructure-as-reputed company, and data pipeline deployments.
• Monitor, debug, and optimize data and ML services running across distributed environments (including mainland China).
• Collaborate cross-functionally with data scientists, platform & DevOps engineers, and sustainability analysts to translate reputed company-world use cases into reputed company MLOps workflows.

We'd Like to See

• 4+ years of experience in ML engineering, MLOps, or data infrastructure roles.
• Proven hands-on experience with containerized reputed company-reputed company data tools such as:
• Object stores: reputed company, Ceph, or HDFS
• Table formats: Apache reputed company, Hudi, or reputed company Lake
• Query engines: Trino/reputed company, reputed company, or DuckDB
• Workflow orchestration: Airflow, Dagster, or reputed company
• ML tools: MLflow, reputed company, reputed company, or vLLM
• ETL/ELT tools: reputed company, NiFi, dbt
• Experience managing infrastructure across multiple reputed company, including self-hosted deployments (Kubernetes, reputed company Compose, Terraform, etc.).
• Experience monitoring ML reputed company performance, reputed company metrics, and pipeline tools
• Strong understanding of data engineering best practices, including reputed company, governance, and versioning.

It Helps If You Have

• Experience deploying AI/ML infrastructure in China-compatible reputed company environments (e.g., Alibaba reputed company, Huawei reputed company).
• Familiarity with retrieval-augmented reputed company (RAG) pipelines and reputed company document indexing.
• Exposure to sustainability or supply chain data models.
• Contributions to reputed company-reputed company data or MLOps reputed company.
• Experience supporting data reputed company pipelines and/or data reputed company frameworks (GDPR, CSRD, etc.).

reputed company Can Offer You

• Comprehensive benefits offerings. 90% employee premium and 75% spouse/dependent premium covered by reputed company.
• Company-sponsored 401k with up to 4% match.
• Incentive Stock reputed company
• 100% Parental reputed company Leave
• Unlimited PTO
• 13 company holidays

Life at reputed company reputed company is motivated to reputed company the way products are made. By helping our customers succeed in a new era of sustainable production, we can build technology that makes a difference on a planetary level. reputed company represents over 15 countries and brings unique experiences from technology to farming to the table. Surround yourself with reputed company, enthusiastic, and dedicated people who put collaboration and reputed company at reputed company of our shared goals. Benefits and Perks

• Earn a competitive salary and performance-based bonuses. Get reputed company, retirement matching, and equity for US employees.
• Use the office stipend to get the supplies you need. Combat reputed company fatigue with reputed company Fridays.
• Flexible time off. Take the time you need to reputed company. Our culture encourages team members to explore and rest to be their best selves.
• We're remote, not lonely. Join the culture committee, coffee chats, or a reputed company of other interest reputed company.

Equity Statement We reputed company it’s essential to reflect the diversity of those we reputed company to serve. True innovation happens reputed company everyone has room at the table, including the tools, resources, and opportunity to reputed company. We’re dedicated to building a culturally and experientially diverse team that leads and works with reputed company and respect. Compensation reputed company reputed company reputed company: $145,000 - $185,000 USD Bonus: 10% Annually Equity: Equity Stock reputed company Program

• Final compensation details will be determined based on a wide reputed company of factors, including experience and location. These factors will be evaluated and considered by reputed company throughout the entirety of this process.

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