
š¤ Data Scientist ā Frontier AI for Data Platforms & Distributed Systems (4ā8 Years)
Experience: 4ā8 Years
Location: Bengaluru (On-site / Hybrid)
Company: Publicly Listed, Global Product Platform
š§ About the Mission
We are building a Top 1% AI-Native Engineering & Data Organization ā from first principles.
This is not incremental improvement.
This is a full-stack transformation of a large-scale enterprise into an AI-native data platform company.
We are re-architecting:
- Legacy systems ā AI-native architectures
- Static pipelines ā autonomous, self-healing systems
- Data platforms ā intelligent, learning systems
- Software workflows ā agentic execution layers
This is the kind of shift you would expect from companies like Google or Microsoft ā
Except here, you will build it from day zero and scale it globally.
š§ The Opportunity: This role sits at the intersection of three high-impact domains:
1. Frontier AI Systems: Large Language Models (LLMs), Small Language Models (SLMs), and Agentic AI
2. Data Platforms: Warehouses, Lakehouses, Streaming Systems, Query Engines
3. Distributed Systems: High-throughput, low-latency, multi-region infrastructure
We are building systems where:
- Data platforms optimize themselves using ML/LLMs
- Pipelines are autonomous, self-healing, and adaptive
- Queries are generated, optimized, and executed intelligently
- Infrastructure learns from usage and evolves continuously
This is: AI as the control plane for data infrastructure
š§© What Youāll Work On
You will design and build AI-native systems deeply embedded inside data infrastructure.
1. AI-Native Data Platforms
- Build LLM-powered interfaces:
- Natural language ā SQL / pipelines / transformations
- Design semantic data layers:
- Embeddings, vector search, knowledge graphs
- Develop AI copilots:
- For data engineers, analysts, and platform users
2. Autonomous Data Pipelines
- Build self-healing ETL/ELT systems using AI agents
- Create pipelines that:
- Detect anomalies in real time
- Automatically debug failures
- Dynamically optimize transformations
3. Intelligent Query & Compute Optimization
- Apply ML/LLMs to:
- Query planning and execution
- Cost-based optimization using learned models
- Workload prediction and scheduling
- Build systems that:
- Learn from query patterns
- Continuously improve performance and cost efficiency
4. Distributed Data + AI Infrastructure
- Architect systems operating at:
- Billions of events per day
- Petabyte-scale data
- Work with:
- Distributed compute engines (Spark / Flink / Ray class systems)
- Streaming systems (Kafka-class infra)
- Vector databases and hybrid retrieval systems
5. Learning Systems & Feedback Loops
- Build closed-loop AI systems:
- Execution ā feedback ā model updates
- Develop:
- Continual learning pipelines
- Online learning systems for infra optimization
- Experimentation frameworks (A/B, bandits, eval pipelines)
6. LLM & Agentic Systems (Infra-Aware)
- Build agents that understand data systems
- Enable:
- Autonomous pipeline debugging
- Root cause analysis for infra failures
- Intelligent orchestration of data workflows
š§ What Weāre Looking For
Core Foundations
- Strong grounding in:
- Machine Learning, Deep Learning, NLP
- Statistics, optimization, probabilistic systems
- Distributed systems fundamentals
- Deep understanding of:
- Transformer architectures
- Modern LLM ecosystems
Hands-On Expertise
- Experience building:
- LLM / GenAI systems (RAG, fine-tuning, embeddings)
- Data platforms (warehouse, lake, lakehouse architectures)
- Distributed pipelines and compute systems
- Strong programming skills:
- Python (ML/AI stack)
- SQL (deep understanding ā query planning, optimization mindset)
Systems Thinking (Critical)
You think in systems, not components.
- Built or worked on:
- Large-scale data pipelines
- High-throughput distributed systems
- Low-latency, high-concurrency architectures
- Understand:
- Query optimization and execution
- Data partitioning, indexing, caching
- Trade-offs in distributed systems
š„ What Sets You Apart (Top 1%)
- Built AI-powered data platforms or infra systems in production
- Designed or contributed to:
- Query engines / optimizers
- Data observability / lineage systems
- AI-driven infra or AIOps platforms
- Experience with:
- Multi-modal AI (logs, metrics, traces, text)
- Agentic AI systems
- Autonomous infrastructure
- Worked on systems at scale comparable to:
- Google (BigQuery-like systems)
- Meta (real-time analytics infra)
- Snowflake / Databricks (lakehouse architectures)
𧬠Ideal Background (Not Mandatory)
We often see strong candidates from:
- Data infrastructure or platform engineering teams
- AI-first startups or research-driven environments
- High-scale product companies
Experience building:
- Internal platforms used by 1000s of engineers
- Systems serving millions of users / high throughput workloads
- Multi-region, distributed cloud systems
š§ The Kind of Problems Youāll Solve
- Can LLMs replace traditional query optimizers?
- How do we build self-healing data pipelines at scale?
- Can data systems learn from every query and improve automatically?
- How do we embed reasoning and planning into infrastructure layers?
- What does a fully autonomous data platform look like?
Background: We Commonly See (But Not Limited To)
Our team often includes engineers from top-tier institutions and strong research or product backgrounds, including:
- Leading engineering schools in India and globally
- Engineers with experience in top product companies, AI startups, or research-driven environments
- That said, we care far more about demonstrated ability, depth, and impact than pedigree alone.

Similar jobs
Role & Responsibilities
- Lead enterprise-scale implementation of data warehouse data platforms on Databricks and Snowflake environments.
- Design and implement Medallion (Bronze/Silver/Gold) architecture and scalable enterprise data models.
- Establish data modeling standards (dimensional, data vault, lakehouse patterns) and ensure best practices across projects
- Establish enterprise data governance frameworks including cataloging, lineage, stewardship, and compliance using Atlan.
- Define and implement CI/CD pipelines for infrastructure and data platform deployments
- Design data architectures that support AI/ML and Generative AI workloads including vector storage, feature layers, and secure access patterns.
- Build scalable ingestion frameworks supporting batch, streaming, and CDC pipelines.
- Architect secure, high-performance data integration layers for analytics, BI, and AI consumption.
- Develop target-state architecture blueprints and enforce data standards, governance, and best practices across teams.
- Collaborate with engineering, analytics, and data science teams to ensure platform alignment and scalability.
- Engage with clients as a trusted advisor, driving data strategy, roadmap definition, and identifying opportunities for expansion.
Ideal Candidate
- Strong Databricks / AWS Data Architect profile
- Mandatory (Experience 1) ā Must have minimum 8+ years of experience in Data Architecture / Data Engineering, with exposure in enterprise-scale data platform modernization initiatives
- Mandatory (Experience 2) ā Must have minimum 3+ years of deep hands-on experience in Databricks-based lakehouse architecture on AWS, including large-scale data platform implementations
- Mandatory (Experience 3) ā Strong expertise in Databricks ecosystem including Delta Lake, Databricks SQL, Unity Catalog, Delta Live Tables, and MLflow with focus on performance optimization and security
- Mandatory (Experience 4) ā Strong experience with AWS data services including S3, Glue, EMR, Lambda, Redshift, Athena, Lake Formation, and DMS, with strong understanding of cloud-native architecture patterns
- Mandatory (Experience 5) ā Proven experience designing and implementing Medallion (Bronze/Silver/Gold) architecture, scalable data models (Dimensional/Data Vault), and enterprise lakehouse platforms supporting batch and real-time processing
- Mandatory (Experience 6) ā Must have hands-on experience building scalable ingestion frameworks including batch, streaming, and CDC pipelines using tools like Kafka, Kinesis, Spark, or similar technologies
- Mandatory (Skill 1) ā Proven experience implementing CI/CD pipelines for data platforms, including infrastructure as code, automated deployments, and environment management
- Mandatory (Skill 2) ā Hands-on experience enabling data platforms for AI/ML and Generative AI use cases, including feature stores, vector storage, and secure data access patterns
- Mandatory (Skill 3) ā Experience with orchestration tools such as Apache Airflow or MWAA and designing integration layers for analytics, BI, and AI consumption
- Preferred (Company) ā Product Companies.
- Preferred (Certification) ā AWS / Databricks / Snowflake certifications; experience with Snowflake alongside Databricks; exposure to MDM, data quality frameworks, and enterprise metadata tools
About Searce
Searce (pronounced 'search') is a global, AI-native, and engineering-led modern technology consultancy. Founded in 2004 with a vision to "solve for better," we partner with organizations to "futurify" their businesses by leveraging the full power of Cloud, AI, and Data Engineering.
With a presence across 10+ countriesāincluding the US, India, Singapore, and AustraliaāSearce has evolved over two decades into a trusted technology partner for over 3,000 clients. We are not just a service provider; we are a group of "solvers-at-heart" who thrive on complex technical challenges.
Why Join the "Solvers" Brigade?
- Award-Winning Excellence: In 2026, Searce was recognized as the Google Cloud Workplace AI Transformation Partner of the Year (APAC). We are a Premier Google Cloud Partner and a top-tier Managed Services Provider (MSP).
- AI-First Mindset: We specialize in Applied AI (Generative & Conventional), Cloud Modernization, and Location Intelligence, helping industries from FinServ and Healthcare to Retail and Manufacturing reinvent themselves.
- The "Futurify" DNA: We don't just maintain; we improve. We use our proprietary EVLOS business innovation framework to ensure our clients aren't just moving to the cloud, but are staying ahead of the curve.
Our Culture: The HAPPIER Values
We look for individuals who live and breathe our HAPPIER values:
- Humble: We learn from everyone.
- Adaptable: We embrace change as the only constant.
- Positive: We focus on solutions, not just problems.
- Passionate: We are obsessed with engineering excellence.
- Innovative: We challenge the status quo.
- Excellence: We deliver impactful, futuristic outcomes.
- Responsible: We take ownership of our work and its impact.
Your Mission: The Role
solving for better.
You are a reliability-owning, hands-on solver. Not just a "break-fix engineer."
As a DRI (directly responsible individual) for our clients' most critical systems, youāll be the go-to expert within the squad that ensures their environments are secure, reliable, and optimized 24/7. You will deliver measurable impact ā improved uptime, faster response times, and real cost savings. Not just closed tickets. Not just alerts. Real outcomes you engineer yourself.
You will lead the charge on technical execution, from complex troubleshooting and root cause analysis to engineering proactive, automated solutions. This role is about building the future of reliable cloud operations and shipping it into today's production environments.
Your Responsibilities
what you will wake up to solve.
This isnāt a āmanage ticketsā role. You are the architect, the executioner and the DRI for our Cloud Managed Services GTM, deploying solutions that turn operational noise into hardened outcomes. Hereās how youāll make your mark:
- Own Service Reliability: You will be the go-to technical expert for 24/7 cloud operations and incident management. You'll ensure strict adherence to SLOs by getting your hands dirty, leading high-stakes troubleshooting to deliver a superior client experience.
- Engineer the Blueprint: You'll translate client needs into scalable, automated, and secure cloud architectures. You will write and maintain the operational playbooks and Infrastructure as Code (IaC) that your squad uses every day.
- Automate with Intelligence: You'll lead the charge from the keyboard to futurify our operations. You'll embed AI-driven automation, predictive monitoring, and AIOps into core processes to eliminate toil and preempt incidents.
- Drive FinOps & Impact: You'll own the technical execution of the FinOps framework. You will continuously analyze, configure, and optimize cloud spend for clients through hands-on engineering.
- Be the Expert in the Room: You'll share your knowledge through internal demos, documentation, and technical deep dives, representing the deep expertise that turns operational complexity into business resilience.
- Mentor & Elevate: You will be a technical mentor for your peers. Through code reviews and collaborative problem-solving, you'll help build a high-performing squad that lives the āAlways Hardenedā mindset.
Experience & Relevance
We are looking for future technology leaders, not just coders. We value raw intelligence, analytical rigor, and an obsessive passion for technology over any prior experience.
- Cloud Operations Pedigree: 5+ years of experience in Azure cloud infrastructure, with a significant portion in cloud managed services. Hands-on experience in Kubernetes is mandatory.
- Commercial Acumen: Proven track record of building and scaling a net-new managed services business.
- Client-Facing Tech Acumen: 2+ years of experience in a client-facing technical role, acting as the trusted advisor for cloud operations, security, and reliability.
Functional Skills:
- Service Delivery Mindset: A deep understanding of MSP business models, SLAs, and the importance of client satisfaction in an operational context.
- Client Engagement: Ability to ask appropriate questions to get to the heart of an operational issue and win trust with stakeholders.
- Cross-Functional Catalyst: Thrive in multi-disciplinary teams, bringing together operations, security, and development teams.
- Repository builder: Creates reusable frameworks, IaC modules, and operational playbooks for scale.
Weāre looking for a Senior PPC Specialist with at least 5 years of experience managing paid campaigns across Google, Meta, and other digital platforms. Youāll be responsible for building, optimising, and scaling paid media campaigns that deliver measurable results for our clients.
What Youāll Do:
⢠Plan, create, and manage PPC campaigns on Google Ads, Facebook, and Instagram.
⢠Handle ad budgets of $10,000+ per month across search, display, and video campaigns.
⢠Develop strategies to improve ROI, conversion rates, and overall campaign efficiency.
⢠Create and test compelling ad copy, visuals, and targeting to maximise results.
⢠Build retargeting and eCommerce campaigns that drive real conversions.
⢠Analyse data in GA4 and prepare reports using Looker Studio.
⢠Regularly A/B test landing pages, audiences, and creative to find what works best.
⢠Collaborate with cross-functional teams to align ad performance with business goals.
⢠Prepare campaign proposals and pricing strategies for new clients.
What You Bring:
⢠5+ years of hands-on experience in PPC campaign management.
⢠Strong understanding of Google Ads, Meta Ads, and other paid media platforms.
⢠Experience managing campaigns for international clients (US market experience is a plus).
⢠Solid grasp of data analysis and ability to turn insights into actions.
⢠Excellent communication skills ā written and verbal.
⢠A proactive mindset that you enjoy testing, learning, and improving every day.
⢠Bonus: Copywriting skills and an eye for creativity that converts.
Why E2M:
⢠A collaborative, no-drama work culture that values initiative.
⢠Flexible and remote-friendly work environment.
⢠Opportunities to grow, experiment, and make an impact
- Designing and Developing web applications using Laravel 7 / 8
- Closely working front-end and back-end developers on projects.
- Hands on experience with handing MySQL queries
- Excellent logical and analytics skill
- Experience on handling and developing API end points
- Experience with Payment Gateway integrations and implementations
- Knowledge on any Frontend Framework - Bootstrap / Foundation / Backbone (Secondary skills, added advantage)
- Follow standard coding structure with Security first approach to avoid vulnerabilities such as SQL Injection and XSS
- Sound knowledge on integrating multiple payment gateway
m56 Studios, Bangalore is looking for a UI Designer to join our growing team. We design, develop and operate engaging digital and mobile experiences for global brands, celebrities and media companies. We are looking for a UI Designer to turn ideas into easy-to-use products for our clients. UI Designers responsibilities include taking understanding the visual language, designing graphic elements and building components. To be successful in this role, you should have experience with the relevant design tools. If you also have a portfolio of professional design projects that includes work with web/mobile applications, we'd like to meet you. Ultimately, you will make our product more user-friendly and intuitive to attract and retain customers.
Ā
Responsibilities:
- Collaborate with product management, UX and engineering to define and implement innovative solutions for the product direction, visuals and experience
- Execute all visual design stages from hi-fidelity mocks to final hand-off to engineering
- Have a great understanding of visual aesthetics on web and mobile.
- Conceptualize original ideas that bring simplicity and user friendliness to complex design roadblocks.
- Familiar with the handoff process (e. g. 9Slicing).
- Conduct layout adjustments based on user feedback.
Ā
Requirements:
- Proven work experience as a UI Designer or similar role.
- Portfolio of design projects.
- Solid experience in creating UI, graphic design or illustration.
- Proficiency in Photoshop, Illustrator or other visual design and wire-framing tools.
- Excellent visual design skills with sensitivity to user-system interaction.
- Ability to present your designs and sell your solutions to various stakeholders.
- Ability to solve problems creatively and effectively.
- Up-to-date with the latest UI trends, techniques, and technologies.
- Team spirit; strong communication skills to collaborate with various stakeholders.
- Good time-management skills.
- Experience with after effects or 3d would be a good bonus.
- Almost half our products are games, so if you have prior gaming experience then that would be a plus as well.
ā Manage product milestones, deployment cycles & overall product roadmap
ā Develop optimized products in Java, Nodejs, React, Angular and multi-process architecture
ā Sound knowledge of Relational Databases like MySQL and NoSQL databases like MongoDB, DynamoDB,
Elastic Search, Elastic Cache.
ā Performance Tuning, designing and developing optimized databases and queries
ā Build applications on cloud technologies like AWS.
ā Maintain Code Quality, Implement Standards & improve overall understanding
ā Familiar with various design and architectural patterns
ā Understanding of fundamental design principles behind a scalable application
What lands you in this role :
ā Proficiency using modern web development technologies like Angular/React
ā Experienced in Java, NodeJs, React Js, Angular 2+ , web services, etc.
ā Computer Science fundamentals like algorithms, data structures, etc are must.
ā Understanding of server optimization techniques/tools
ā Ability to communicate complex technical concepts to both technical and non-technical audience
ā At least 3-5 years of experience in consumer product engineering and architecture, withĀ Ā proven track record of architect impactful products in the internal CRM and consumer domain.
ā Proficient understanding of code versioning tools, such as Git
ā Preffered Bachelor degree in computer science from a Tier-1 College
ā Exceptional leadership skills and proven experience in shaping team culture
ā Strong grasp of full-stack networking, scalable web back-end, and all genres of platforms
About Pristyn Care
Pristyn CareĀ is an Asset Light full-stack healthcare provider that rents spare OT capacity and Surgical infra of a hospital to perform surgeries for its own patients via Pristyn's full-time surgeons. We doĀ elective procedures in Proctology, Laparoscopy, ENT, Gynaecology, Obstetrics & IVF, Urology, Vascular, Orthopedics, Ophthalmology, and Aesthetics. Pristyn Care has a team of high-quality surgeons, a tech-enabled patient acquisition engine, process-driven patient care, insurance clearance expertise and a network of Hospital partners with predictable OT availability.Ā Founded by a team of Ex-Max & Medanta Doctors & Ex-UrbanClap, Mobikwik folks, we are disrupting the surgical ecosystem. In 5 years, we aim to be the largest distributed (full stack) surgery platform in India.
Ā
Pristyn Care, headquartered in Gurgaon, is operational since Jun, 2018 and since then have expanded toĀ 22+ citiesĀ across India. We are series C funded led by Epiq Capital. Sequoia Capital, Hummingbird Ventures and Greenoaks Capital are other key investors. With a team size ofĀ 850+ peopleĀ includingĀ 150+ surgeons, we are proud to have served more thanĀ 20,000Ā happy patients till now. Our surgeons are performing surgeries inĀ 450+ hospitalsĀ pan India including corporate hospitals.Pristyn care is among the esteemed list of official stakeholders withĀ SwasthĀ which hasĀ top 25 Indian startupsĀ along with best hospitals of India. Swasth'sĀ mission is to lay the foundation of a technology framework that will form a digital backbone for healthcare delivery in India (http://www.swasth.app/" target="_blank">www.swasth.app). It aims to optimize hospital capacity by use of the latest digital technology.-
Promotional Videos:
https://www.youtube.com/watch?v=VsJUHL3xztI" target="_blank">https://www.youtube.com/watch?v=VsJUHL3xztI
https://www.youtube.com/watch?v=mNSvZrw2wPs" target="_blank">https://www.youtube.com/watch?v=mNSvZrw2wPs
https://www.youtube.com/watch?v=1-gdzXnzAd8" target="_blank">https://www.youtube.com/watch?v=1-gdzXnzAd8
To know more about us-Ā https://www.pristyncare.com/" target="_blank">https://www.pristyncare.com/
Looking for a Java Technical Architect/ Java architect with experience between 10 to 14 years.
Candidate must have experienceĀ in Java technologies along with SpringBoot and Microservices.
Must have experience in Cloud Technology - AWS.
Must have experience in Angular 4 or above version.
Note: 1. Candidate must be ready to work in night shift.
Ā Ā Ā Ā Ā 2. Looking only for Tamilnadu based candidates.
We are seeking an experienced and results-driven HR Business Partner to align our HR initiatives and functions with business objectives and business needs. Duties for the HR Business Partner will include aligning staff to business objectives, recruiting the right talent, enhancing staff performance, supporting employee development, enhancing recruitment efforts, planning strategic HR initiatives, running orientation and onboarding processes, communicating role expectations, designing succession plans, maintaining staff relations, updating policies and practices, and overseeing wellness and health initiatives. Your experience in human resources management will aid our organization in adding value to overall business objectives, providing HR solutions, resolving personnel grievances, retaining a talented workforce, and ensuring compliance with regulations.










