Software Engineer- ML OSS- Singapore

Menlo Ventures; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A leading data and AI infrastructure company is seeking a Software Engineer to build and maintain open-source AI/ML platforms. This role involves designing platform capabilities for the AI/ML lifecycle, collaborating with the global AI/ML community to enhance AIOps, and mentoring junior engineers. The ideal candidate has a BS degree and over 3 years of experience in production systems using programming languages like Python, Scala, and Java. Join us to help enable users to leverage deep data insights and unlock value from their data.

Qualifications

• 3+ years of hands-on experience building production systems.
• Experience with AI/ML software tools and frameworks.
• Familiarity with model training, deployment, and monitoring.

Responsibilities

• Design and implement platform capabilities for AI/ML lifecycle.
• Collaborate with AI/ML community for AIOps advancements.
• Mentor junior engineers and guide technical decisions.

Skills

Python

Scala

Java

AI/ML concepts

AIOps technologies

Open-source contributions

Education

BS in Computer Science or related field

Job description

At Databricks, we are passionate about enabling data teams to solve the world's toughest problems — from making the next mode of transportation a reality to accelerating the development of medical breakthroughs. We do this by building and running the world's best data and AI infrastructure platform so our customers can use deep data insights to improve their business. Founded by engineers — and customer obsessed — we leap at every opportunity to solve technical challenges, from designing next‑gen UI/UX for interfacing with data to scaling our services and infrastructure across millions of virtual machines. And we're only getting started.

As a Software Engineer on the AI OSS Ecosystem Team, you will play a key role in building and maintaining our open‑source AI/ML platforms to enable users to train, deploy and monitor models and GenAI agents at scale. Additionally, you will collaborate with the larger AI/ML community to contribute to open‑source projects and advance AIOps capabilities in the industry.

The impact you'll have:

• Design and implement platform capabilities to support the AI/ML development and productionization lifecycle including training, evaluation, deployment, monitoring, and management of models and agents
• Design and implement platform integrations with various frameworks in the AI/ML ecosystem
• Collaborate with the AI/ML community across the world to advance the state‑of‑the‑art in AIOps.
• Ensure the latest AI/ML tooling advancements are available to Databricks’ customers, thereby enabling organizations around the world to get more value from their data.
• Mentor and guide junior engineers on the team by helping with project planning, technical decisions, and code and document review.

What we look for:

• BS (or higher) in Computer Science, or a related field
• 3+ years of hands‑on experience in building production systems using at least one of the following programming languages: Python (Preferred), Scala and Java.
• Experience building and maintaining software tools and frameworks for AI/ML, ideally in an open‑source environment.
• Familiarity with AI/ML and AIOps concepts and technologies, such as model training, deployment, and monitoring.
• [Preferred] Deep understanding and experience in working with agent frameworks such as LangChain, LlamaIndex, DSPy, or other similar projects.
• [Preferred] Significant contributions to open‑source projects in the AI/ML domain, such as SparkML, TensorFlow, PyTorch, MLflow, or other similar projects.

Our Commitment to Diversity and Inclusion

At Databricks, we are committed to fostering a diverse and inclusive culture where everyone can excel. We take great care to ensure that our hiring practices are inclusive and meet equal employment opportunity standards. Individuals looking for employment at Databricks are considered without regard to age, color, disability, ethnicity, family or marital status, gender identity or expression, language, national origin, physical and mental ability, political affiliation, race, religion, sexual orientation, socio‑economic status, veteran status, and other protected characteristics.

Compliance

If access to export‑controlled technology or source code is required for performance of job duties, it is within Employer's discretion whether to apply for a U.S. government license for such positions, and Employer may decline to proceed with an applicant on this basis alone.