Lead Staff Software Engineer - Machine Learning (Search) at Databricks | Bengaluru, India

P-1408 Join the Applied AI team at Databricks to be a key player in pioneering AI/ML-driven products. Our customers are consistently generating a wealth of assets—such as tables, notebooks, dashboards, datarooms, pipelines, SQL queries, and ML models—on our platform, with some managing hundreds of millions of these assets. Efficiently locating these assets i…

The Applied AI team at Databricks is at the cutting edge of AI and ML-driven products. Our customers constantly create a variety of assets (such as tables, notebooks, dashboards, and ML models) on our platform, making the search for these assets a vital aspect of their experience.As our Search product continues to grow, we are looking for multiple Machine Learning Engineers at various experience levels to enhance our Search Quality. In 2026, our primary focus will be on improving search ranking, query comprehension, developing robust evaluations, and expanding asset coverage to facilitate seamless searching at scale.

The Applied AI team at Databricks is at the leading edge of developing innovative AI and machine learning-powered products. Our customers continuously create vast numbers of assets—such as tables, notebooks, dashboards, data rooms, pipelines, SQL queries, and ML models—on our platform, some totaling hundreds of millions of assets. Navigating and locating these assets is vital for our users to efficiently complete their tasks.As our Search product continues to grow and advance, we are looking for multiple ML Engineers at various seniority levels to enhance our Search Quality. In 2026, our focus will be on improving search ranking, enhancing query understanding, building robust evaluations, and expanding asset coverage to facilitate seamless search capabilities at scale.

Join our dynamic team at Databricks as a Staff Software Engineer, specializing in Search Quality. In this pivotal role, you'll contribute to enhancing our search functionalities, ensuring users have an exceptional experience when utilizing our platform. You will work closely with cross-functional teams to design, implement, and optimize algorithms that improve search accuracy and relevance.

At Databricks, we are dedicated to empowering data teams to tackle some of the world's most challenging issues—from transforming the future of transportation to accelerating medical innovations. Our commitment is to create and maintain the leading data and AI infrastructure platform, enabling our clients to harness deep data insights for business improvement. As a strategic focus, data ingestion into the Lakehouse is a vital area of investment at Databricks, crucial for enhancing Data and AI workflows. Our Lakeflow Connect initiative aims to address this need by offering user-friendly, point-and-click connectors to a diverse range of data sources, including enterprise applications such as Salesforce, Workday, ServiceNow, and SharePoint, as well as databases like SQL Server, cloud storage solutions, message queues, and local files. In this role, you will play an instrumental part in Lakeflow and Data Engineering. Connect serves as a pivotal platform capability, with ingestion functionalities required across all Databricks surfaces (Dashboards, Notebooks, SQL, AI). The successful candidate will collaborate closely with other products to integrate Connect seamlessly into these interfaces. We seek engineers with a robust background in core database internals to join our Lakeflow Connect team. A critical aspect of Connect involves extracting data from OLTP systems while minimizing the load on production environments. To achieve this, we are developing systems that utilize techniques such as incremental data capture and log parsing. We are searching for hands-on engineers eager to make a significant impact on a crucial challenge for the organization.

Join Databricks as a Staff Software Engineer and contribute to our innovative infrastructure that empowers data teams to excel with confidence and scalability. Our unified schema migration platform is the backbone of automated, observable, and developer-friendly workflows, ensuring that Databricks can swiftly evolve across thousands of databases and over 60 critical services.Key Responsibilities:Schema Migration Platform: Design and maintain an automated infrastructure for schema changes in MySQL and TiDB, focusing on versioning, rollback, validation, and auditing to ensure swift, safe migrations.Scale, Reliability & Test Harness: Guarantee the platform’s operation across a vast array of global databases without downtime, while enhancing resilience, observability, and recovery measures, along with developing a test harness for migration and deployment validation.Developer Experience & CI/CD Integration: Create user-friendly tools and APIs for efficient schema and data change management, integrating migration workflows into CI/CD pipelines to boost speed and reduce friction.Schema & Data Management: Construct infrastructure for secure, large-scale schema and data operations, ensuring that backfill processes are monitored, retryable, minimally disruptive, and automated to maintain data integrity in line with schema evolution.Your Impact:Enhance the scalability and reliability of schema and data operations across Databricks’ global presence.Facilitate predictable deployments by architecting robust test harnesses and automation tools.Improve the developer experience by delivering accessible and resilient tools that simplify complex migrations.Ensure the integrity of schema and data through safe and efficient backfill strategies.

(P-1174)Join our innovative Engineering team as a Senior Staff Software Engineer at Databricks, where you will report directly to an Engineering Leader. You will play a pivotal role in our engineering organization, collaborating with teams to develop cutting-edge Databricks products and features that serve thousands of enterprises globally.Key ResponsibilitiesAs a key technical leader at Databricks, you will take full ownership of the product or infrastructure strategy in a major domain, guiding it from initial development to scalable solutions with tangible business impact. You will enhance our organizational processes and stability, leveraging your extensive expertise in large-scale distributed systems. Additionally, you will mentor senior engineers, assist in recruitment efforts, and lead high-stakes company projects, often addressing complex challenges beyond typical scopes.Your Impact:Address significant business needs at scale through your software engineering acumen.Deliver a robust, scalable, and fault-tolerant engine that processes hundreds of terabytes of data daily for a vast customer base.Engage in low-level systems debugging, performance evaluation, and optimization within extensive production clusters.Design architectural frameworks, influence product roadmaps, and assume responsibility for new initiatives.Utilize your deep knowledge to prevent and troubleshoot production issues.Lead complex technical projects in collaboration with various teams across the organization.Act as a significant influence in shaping the organization’s strategic direction.

P-1348 Join Databricks, where our mission is to empower data teams to tackle the world's most challenging problems, from detecting security threats to advancing cancer drug development. We build and maintain the premier data and AI infrastructure platform, enabling our customers to focus on their critical missions. Our engineering teams are dedicated to creating innovative technical products that address significant needs while pushing the limits of data and AI technology. We operate with the resilience, security, and scalability necessary to ensure our customers succeed on our platform. Our platform operates at an unparalleled scale, comprising millions of virtual machines and generating terabytes of logs, processing exabytes of data daily. We encounter various cloud hardware, network, and operating system faults, and our software must adeptly protect our customers from these challenges. As a Staff Software Engineer on the Data Platform team, you will contribute to the development of the Data Intelligence Platform at Databricks, automating decision-making processes across the organization. Collaborating with Product Teams, Data Science, Applied AI, and more, you will create tools for logging, orchestration, data transformation, metric storage, governance platforms, and data consumption layers. Leveraging cutting-edge Databricks products and tools within the data ecosystem, your team will serve as a significant in-house customer, providing insights that shape our product's future. Your Impact: Design and manage the Databricks metrics store, facilitating shared access to detailed metrics across business units and engineering teams with high quality and performance. Develop the cross-company Data Intelligence Platform, encompassing all business and product metrics necessary for running Databricks, balancing data protection with ease of sharing as we transition to a public entity. Create tools and infrastructure for efficiently managing Databricks operations at scale across multiple clouds and geographies, including CI/CD processes, testing frameworks for pipelines and data quality, and infrastructure-as-code tools. Establish the foundational ETL framework utilized by all company-developed pipelines. Collaborate with engineering teams to enhance...

(P-1174)Join our innovative team at Databricks as a Senior Staff Software Engineer within our Engineering division, reporting directly to an Engineering Leader. You will play a key role in our engineering organization, collaborating with teams dedicated to developing cutting-edge Databricks products and features that cater to thousands of enterprises globally.Key ResponsibilitiesAs a senior engineering individual contributor, you will take full ownership of product and infrastructure strategy in a significant area, driving initiatives from conception through to scalable solutions that deliver measurable business impact. You will enhance organizational stability and reliability while leveraging your deep expertise in large-scale distributed systems. Additionally, you will mentor senior engineers, assist in recruitment efforts, and lead high-impact projects that often involve complex challenges.Your Impact:Address real business challenges on a large scale with your software engineering expertise.Design and deliver a highly scalable, available, and fault-tolerant engine that processes hundreds of terabytes of data daily for thousands of customers.Conduct low-level systems debugging and performance optimization across extensive production clusters.Architect system designs, influence product roadmaps, and take ownership of new project initiatives.Utilize your extensive experience to help mitigate and resolve production issues.Lead intricate technical projects, collaborating across multiple teams within the organization.Act as a vital influencer in shaping the company's roadmap and strategic direction.

The Applied AI team at Databricks is pioneering advancements in AI/ML-powered products. Our customers are actively creating an extensive array of assets—tables, notebooks, dashboards, data rooms, pipelines, SQL queries, ML models, and more—on our platform, with some managing hundreds of millions of assets. The ability to locate these assets is a critical component of the user journey, directly impacting our customers' success.As our Search product evolves, we are on the lookout for a Staff Engineer to spearhead quality improvements in our Search functionalities. In 2026, our focus will be on enhancing search ranking, refining query understanding, developing robust evaluations, and expanding asset coverage to facilitate seamless search experiences at scale.

Join Databricks as a Staff Software Engineer and be part of our mission to empower data teams to tackle some of the world's most challenging problems. From revolutionizing transportation to speeding up medical innovations, we create and manage the leading data and AI infrastructure platform that allows our customers to harness deep data insights and enhance their businesses. Founded by engineers with a customer-first mindset, we eagerly tackle every technical challenge, whether it's designing next-gen UI/UX for data interaction or expanding our services and infrastructure to millions of virtual machines.Databricks Mosaic AI introduces a pioneering, data-centric methodology for developing enterprise-grade Machine Learning and Generative AI solutions. This approach enables organizations to securely and cost-effectively manage and deploy ML and AI models utilizing their proprietary data. We're excited to expand our presence in Bengaluru, India, as we establish 10 new teams from the ground up!As a Staff Software Engineer at Databricks, you will have the opportunity to work in the following areas:Backend DevelopmentDistributed Data Systems (DDS)Full Stack EngineeringYour Impact:1. Engage with our Backend teams across diverse domains, addressing challenges such as:Developing solutions that integrate product and infrastructure aspects, including distributed systems, scalable service architecture, monitoring, workflow orchestration, and enhancing developer experience.Delivering reliable, high-performance services and client libraries for managing vast amounts of data on cloud storage platforms like AWS S3 and Azure Blob Store.Creating robust, scalable services using technologies such as Scala and Kubernetes, as well as data pipelines with Apache Spark™, to support pricing infrastructure serving millions of cluster-hours daily, and developing features that enable customers to effortlessly monitor and control platform usage.2. Collaborate with our DDS team, which focuses on:Apache Spark™Data Plane StorageDelta LakeDelta PipelinesPerformance Engineering3. As a Full Stack Engineer, work alongside team members and product management to create delightful user experiences.

Join Databricks, where our mission is to empower data teams to tackle some of the most challenging problems in the world—from revolutionizing transportation to advancing medical innovations. We achieve this by developing and managing a top-tier data and AI infrastructure platform that allows our customers to harness deep data insights for better business outcomes. Founded by engineers and driven by our commitment to customer satisfaction, we embrace every challenge—whether it's creating next-generation UI/UX for data interfacing or scaling our infrastructure across millions of virtual machines. At Databricks Mosaic AI, we take a unique data-centric approach to crafting enterprise-quality Machine Learning and Generative AI solutions, enabling organizations to securely and cost-effectively manage and host their ML and AI models, enriched with their enterprise data. We're just getting started in Bengaluru, India, where we're launching 10 new teams from the ground up!As a Staff Software Engineer at Databricks India, you will have the opportunity to work across:Backend developmentDistributed Data Systems (DDS)Full Stack solutionsYour Impact:Backend: Engage with diverse domains within our essential service platforms, tackling challenges that span product and infrastructure, including distributed systems, service architecture, workflow orchestration, and enhancing developer experience. You'll be responsible for delivering high-performance services and client libraries for managing vast amounts of data on cloud storage backends such as AWS S3 and Azure Blob Store, as well as developing scalable services using technologies like Scala, Kubernetes, and Apache Spark™.Distributed Data Systems (DDS): Collaborate on projects involving Apache Spark™, Data Plane Storage, Delta Lake, Delta Pipelines, and Performance Engineering.Full Stack: Partner closely with product management to create exceptional user experiences.

Join our dynamic team at Databricks as a Senior Staff Software Engineer specializing in Networking. In this role, you will leverage your expertise to design and implement cutting-edge networking solutions that enhance our data platform's performance and reliability. You will collaborate with cross-functional teams to develop innovative features that drive value for our customers. Your experience will help shape our engineering practices and contribute to the development of scalable systems.

(P-1174) Join the dynamic Engineering team at Databricks as a Senior Staff Software Engineer, reporting directly to an Engineering Leader. In this pivotal role, you will contribute to the development of innovative Databricks products and features that empower thousands of enterprises across the globe. Key Responsibilities As a highly skilled engineering contributor, you will have complete ownership of product and infrastructure direction in a key domain, guiding projects from their inception to scalable, impactful solutions. You will enhance the stability and reliability of our systems while fostering organizational processes, leveraging your expertise in large-scale distributed systems. Mentoring senior engineers, contributing to recruitment efforts, and spearheading high-stakes company projects will also be part of your role, often addressing challenging problems outside your comfort zone. Your Impact Address significant business needs at scale through your software engineering prowess. Deliver a robust, scalable, and fault-tolerant engine that processes hundreds of terabytes of data daily for numerous clients. Engage in low-level systems debugging, performance measurement, and optimization on extensive production clusters. Architect and design systems, influence product roadmaps, and take charge of new projects. Utilize your extensive experience to preempt and investigate production challenges. Plan and lead complex technical initiatives across multiple teams. Act as a strong influencer within the organization, shaping its roadmap and strategic direction.

Join Databricks as a Senior Staff Software Engineer specializing in Search Quality, where you'll play a crucial role in enhancing our search algorithms and improving user experience. Collaborate with cross-functional teams to design, implement, and optimize scalable solutions that drive the efficiency of our search functionalities.

Teamwork Makes the Stream Work. Join Roku as We Transform TV ViewingRoku is the leading TV streaming platform across the U.S., Canada, and Mexico, with a vision to empower every television globally. We pioneered streaming to TVs and aim to be the essential platform connecting the entire television ecosystem. Our mission is to connect consumers with their favorite content, assist publishers in building and monetizing vast audiences, and offer advertisers unique engagement capabilities.Your journey with Roku will start with you making significant contributions from day one. As a rapidly growing public company, everyone here plays an essential role. You will have the chance to delight millions of TV streamers globally while gaining invaluable experience across various disciplines. About the Role Our Search Platform is central to the Roku experience, enabling voice, text, and visual discovery for over 100M+ active accounts across all Roku-powered devices worldwide. We manage the entire stack—from ingesting and enriching a multi-million-title knowledge graph to providing low-latency retrieval services and extensive machine-learning systems that personalize user experiences in real-time. This role will not only help users discover their favorite shows but will also drive critical product features (home-screen rows, browse hubs, Roku Voice, mobile app search) and support partner monetization. If you thrive on turning cutting-edge research into products used billions of times daily, this is the place for you.With Roku's footprint having quadrupled in the last five years and user expectations soaring, we are reimagining our relevance stack for the next decade. We are integrating advanced technologies such as LLM-based query understanding, vector-DB retrieval, on-device models, and multimodal search (voice, text, image).

P-1347 At Databricks, we are dedicated to empowering data teams to address the world's most challenging issues—from realizing the next mode of transportation to speeding up the discovery of medical innovations. Our mission is accomplished through the development and operation of the premier data and AI infrastructure platform, enabling our clients to harness profound data insights to enhance their operations. Networking Infrastructure is a fundamental component of our platform that fuels all our data and AI solutions. This platform also supports essential enterprise security functionalities that our customers leverage across all products to construct connectivity solutions to cloud resources, while mitigating the risk of data exfiltration. We are in the process of assembling our team from the ground up in Bengaluru, India. We are on the lookout for seasoned Senior Software Engineers with a strong networking background to join our Networking Infrastructure team. As an initial member of the Bangalore office, you will concentrate on creating new backend connectivity services that support millions of VMs operating on Databricks. You will take the lead in the design and development of new services that facilitate connectivity between our control and compute planes. This innovative platform empowers Databricks to enhance the scalability of our compute plane while optimizing cloud resource utilization. Collaborating closely with cross-functional teams—including product management, operations, and other engineering groups—you will ensure the delivery of robust, scalable, and efficient networking systems. This role is ideal for a hands-on leader who excels in a dynamic environment and is passionate about tackling complex multi-cloud and distributed systems challenges.

P-995 At Databricks, we are dedicated to empowering data teams to tackle some of the world's most challenging issues — from bringing innovative transportation solutions to life to accelerating groundbreaking medical discoveries. We achieve this by developing and operating the leading data and AI infrastructure platform, enabling our clients to leverage deep data insights for enhanced business performance. Established by engineers with a customer-centric approach, we seize every chance to address technical challenges, from designing next-generation UI/UX for data interaction to scaling our services and infrastructure across millions of virtual machines. Our journey has only just begun. As one of the initial Engineering Managers within the Software Engineering team at Databricks India, you will lead your team in creating infrastructure and products for the Databricks platform at scale. We have multiple teams focusing on various domains. Resource management infrastructure that supports big data and machine learning workloads on the Databricks platform in a secure, scalable, and cloud-agnostic manner. Development of reliable, scalable services and client libraries capable of handling vast amounts of data across multiple cloud providers and geographic regions. Creation of tools that enable Databricks engineers to manage their services across diverse clouds and environments. Development of services, products, and infrastructure at the nexus of machine learning and distributed systems. Your Impact: Recruit top-notch engineers to assemble an exceptional team. Establish high technical standards through the implementation of processes (architecture reviews, testing) and fostering a culture of engineering excellence. Collaborate with engineering and product leadership to craft a long-term roadmap. Facilitate execution and teamwork across various teams to overcome cross-functional project hurdles.

(P-1384) About the Team At Databricks, we are dedicated to empowering data teams to tackle some of the world's most challenging issues — from pioneering innovative transportation solutions to expediting medical advancements. Our mission is realized through the development and operation of the premier data and AI infrastructure platform, enabling our clients to harness profound data insights to enhance their business outcomes. Founded by engineers and driven by an unwavering customer focus, we embrace every opportunity to confront technical hurdles, whether it involves designing next-generation UI/UX for data interaction or scaling our services and infrastructure across millions of virtual machines. And we are just getting started. In this pivotal role, you will collaborate closely with leaders across the organization, including engineering, product management, field engineering, recruiting, and HR. You will spearhead essential initiatives that boost developer productivity and foster innovation within the developer platform domain. Your leadership will be instrumental in integrating AI tools into the developer workflow, shaping the future of AI-assisted development. Your Impact: Address significant business needs at scale through your software engineering expertise. Ensure consistent milestone delivery while maintaining strong alignment with field teams, working collaboratively with product leadership. Adapt the organizational structure to meet long-term objectives, fostering strong “5 ingredient” teams with effective communication architecture. Manage technical debt by making long-term architectural decisions and balancing the product roadmap. Lead and participate in technical, product, and design discussions. Build, manage, and operate highly scalable cloud services. Develop leaders within the team by providing coaching, mentorship, and growth opportunities. Collaborate with fellow engineering and product leaders on planning, prioritization, and staffing. Foster a culture of excellence and lead with empathy within the team. What We Seek: 15+ years of industry experience in building and supporting large-scale distributed systems. Proven track record in building, growing, and managing high-performance teams. Ability to attract and hire engineers who align with Databricks' hiring principles. Experience in building and operating cloud platforms, or a demonstrated ability to quickly learn new concepts in the SaaS space. Exceptional leadership and communication skills. Mentorship capabilities to nurture talent and promote professional development.

At Databricks, we are dedicated to empowering data teams to tackle some of the most complex challenges globally — from revolutionizing transportation to accelerating groundbreaking medical advancements. Our mission is realized through the development and management of the premier data and AI infrastructure platform, enabling our customers to harness profound data insights for business enhancement. Founded by engineers with a relentless focus on customer satisfaction, we eagerly embrace every opportunity to address technical challenges, ranging from crafting next-generation UI/UX for data interaction to scaling our services and infrastructure across millions of virtual machines. Our journey in Bengaluru, India is just beginning, as we are in the exciting phase of assembling 10 new teams from the ground up!Our engineering teams create technical products that meet real and significant needs in the world. We constantly push the limits of data and AI technology while maintaining the security and scalability essential for our customers' success on our platform.We operate one of the largest-scale software platforms, consisting of millions of virtual machines that generate terabytes of logs and process exabytes of data daily. At this scale, we encounter cloud hardware, network, and operating system faults, and our software must seamlessly shield our customers from these issues.As a software engineer in the Observability team, your role will be to develop observability solutions that deliver insights into the health and performance of our products and infrastructure.