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🤖 Data Scientist – Frontier AI for Data Platforms & Distributed Systems (4–8 Years)
Experience: 4–8 Years
Location: Bengaluru (On-site / Hybrid)
Company: Publicly Listed, Global Product Platform
🧠 About the Mission
We are building a Top 1% AI-Native Engineering & Data Organization — 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 → AI-native architectures
- Static pipelines → autonomous, self-healing systems
- Data platforms → intelligent, learning systems
- Software workflows → agentic execution layers
This is the kind of shift you would expect from companies like Google or Microsoft —
Except here, you will build it from day zero and scale it globally.
🧠 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
🧩 What You’ll 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 → 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 → feedback → 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
🧠 What We’re 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 — 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
🔥 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)
🧬 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
🧠 The Kind of Problems You’ll 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.
Key Responsibilities
1. Patient Care
- Provide basic nursing care to patients at home.
- Monitor and record vital signs such as temperature, pulse, respiration, and blood pressure.
- Assist patients with daily living activities including bathing, feeding, grooming, and mobility.
- Maintain patient hygiene and comfort.
2. Clinical Support
- Assist doctors or registered nurses in basic medical procedures.
- Administer medications as prescribed under supervision.
- Perform basic procedures such as dressing wounds, catheter care, and injections (if permitted).
- Maintain infection control and hygiene protocols.
3. Patient Monitoring
- Observe patient conditions and report any changes to the supervising nurse or doctor.
- Maintain daily patient care records and reports.
- Support rehabilitation and recovery processes.
4. Patient & Family Support
- Educate patients and family members on basic home care and hygiene practices.
- Provide emotional support to patients and caregivers.
- Assist family members in understanding medication schedules and care routines.
5. Compliance & Documentation
- Maintain accurate patient documentation and treatment records.
- Follow hospital/home healthcare policies and clinical protocols.
- Ensure patient confidentiality and ethical practices.
Qualification
- ANM (Auxiliary Nurse Midwife) Certification from a recognized institution.
- Valid nursing registration (if applicable as per state norms).
Experience
- 0–3 years of experience in hospitals, clinics, or home healthcare services preferred.
- Freshers with clinical training may also apply.
Skills Required
- Basic nursing and patient care skills
- Good communication and interpersonal skills
- Ability to work independently in home settings
- Compassion, patience, and empathy
- Basic documentation and reporting skills
About the Role:
We are seeking a highly skilled and passionate Full Stack MERN Developer to join our growing development team. The ideal candidate will be proficient in JavaScript and have experience working with both MongoDB and PostgreSQL databases. As a Full Stack Developer, you will be responsible for designing, developing, and maintaining scalable and performant web applications across our product verticals.
Responsibilities:
- Collaborate with product managers, designers, and other developers to design and develop full-stack web solutions.
- Build responsive, user-friendly interfaces using React.js.
- Develop robust and scalable backend services using Node.js and Express.js.
- Design, implement, and manage databases using MongoDB and PostgreSQL.
- Develop and integrate RESTful APIs and third-party services.
- Ensure cross-platform optimization for mobile responsiveness.
- Write clean, maintainable, and well-documented code.
- Conduct code reviews, unit testing, and performance tuning.
- Troubleshoot, debug, and upgrade existing applications.
- Ensure security and data protection best practices.
Requirements:
- 1-5 years of experience as a Full Stack Developer (preferably MERN stack).
- Proficient in JavaScript, both frontend and backend.
- Strong experience with React.js, Node.js, and Express.js.
- Working knowledge of MongoDB and PostgreSQL.
- Familiarity with version control systems (e.g., Git).
- Understanding of server-side architecture and RESTful APIs.
- Familiarity with cloud platforms (e.g., AWS, or GCP) is an advantage.
- Good understanding of security and performance optimization.
Android Developer Description
We’re looking for Android Mobile Application Developer who has solid knowledge of Android application’s life cycle, specially in modern mobile application. We need someone to build the native applications for Android using Java & Kotlin on Android Studio. You’ll need to create applications from scratch or configure the existing applications.
RESPONSIBILITIES:
Design and implement applications from initial concept, app architecture, and user interface to finished deliverable.
Implement new features, enhancements, and content of existing applications.
Good knowledge of Android SDK, different versions of Android, and how to deal with different screen.
Create and update re-usable code libraries to streamline app development cycle.
Contribute to all phases of the product development: design, develop, test, maintain and improvise.
BASIC SKILLS:
Good communication and interpersonal skills.
Strong knowledge of current Android development languages (Java & Kotlin).
Ability to manage multiple projects at a time.
Flexibility and eagerness to identify, learn, and use new and changing technologies.
Self confident and enthusiastic.
Job Types: Full-time, Regular / Permanent, Contractual / Temporary, Internship
Salary: ₹11,000.00 - ₹18,000.00 per month
Schedule: Day shift
Industry: Software Development
COVID-19 Precaution(s):
Temperature screenings
Social distancing guidelines in place
Sanitising, disinfecting, or cleaning procedures in place
Role and responsibilities:
- Establish in concert with IT leadership, an effective IT Change & Release management process in REMSC ERP CoE, primarily in SAP environment for the assigned scope.
- Ensure all releases are delivered as per the defined process and deviations are analysed and appropriately remedied. Collaborate with solution architects, functional analysts, service managers, business users and other stakeholders to ensure the changes in the releases are delivered as planned.
- Work closely with release management and relevant stakeholders to ensure smooth deployment of the changes.
- Ensure all QA checklists are followed and aligned with established change & release processes.
- Create and maintain adequate QA documentations ensuring it is up-to-date and available to all relevant stakeholders.
- Support and facilitate audits on the application change management
- Support in Control performance activities to align with established QA and process guidelines.
Knowledge, Skills, Experience:
- Advanced knowledge and prior experience in SDLC. Experience in SAP is highly desirable.
- Basic knowledge and experience in application change management & release management in a complex IT environment.
- Good communication and presentation skills with ability to effectively collaborate with diverse and complex stakeholders.
- Strong problem solving skills with keen attention to details.
- Good working knowledge of office applications like MS Outlook, Word, Excel, Visio, etc.
- Bachelor’s degree in relevant discipline or equivalent work experience.
Principal working relationships:
- IT change team members like Domain Managers, Solution Architects, Functional Analysts, Release Managers, Cluster/Country Service Managers, etc., for understanding and delivery of changes.
- Business users and decision makers as customers.
- ERP CoE Release Manager to manage QC activities and release activities
1. Collaborate with the team to develop design concepts and visual solutions.
2. Work with our draping software to create virtual draping experiences for our customers.
3. Assist in creating graphics for our products.
4. Assist in video editing and video making tasks to produce engaging promotional content for our brand
5. Apply your knowledge of digital marketing and Instagram marketing to strategize and execute effective social media campaigns that drive brand awareness and engagement.
6. Embrace design thinking principles to solve complex creative challenges and contribute innovative ideas to our design process.
7 Utilize Canva to develop aesthetically pleasing and visually appealing graphics for our online platforms and marketing materials.
8.Assist in creating social media calendar and Graphics by maintaining brand voice and identity.
About the Role
As a result of our rapid growth, we are looking for a Java Backend Engineer to join our existing Cloud Engineering team and take the lead in the design and development of several key initiatives of our existing Miko3 product line as well as our new product development initiatives.
Responsibilities
- Designing, developing and maintaining core system features, services and engines
- Collaborating with a cross functional team of the backend, Mobile application, AI, signal processing, robotics Engineers, Design, Content, and Linguistic Team to realize the requirements of conversational social robotics platform which includes investigate design approaches, prototype new technology, and evaluate technical feasibility
- Ensure the developed backend infrastructure is optimized for scale and responsiveness
- Ensure best practices in design, development, security, monitoring, logging, and DevOps adhere to the execution of the project.
- Introducing new ideas, products, features by keeping track of the latest developments and industry trends
- Operating in an Agile/Scrum environment to deliver high quality software against aggressive schedules
Requirements
- Proficiency in distributed application development lifecycle (concepts of authentication/authorization, security, session management, load balancing, API gateway), programming techniques and tools (application of tested, proven development paradigms)
- Proficiency in working on Linux based Operating system.
- Working Knowledge of container orchestration platform like Kubernetes
- Proficiency in at least one server-side programming language like Java. Additional languages like Python and PHP are a plus
- Proficiency in at least one server-side framework like Servlets, Spring, java spark (Java).
- Proficient in using ORM/Data access frameworks like Hibernate,JPA with spring or other server-side frameworks.
- Proficiency in at least one data serialization framework: Apache Thrift, Google ProtoBuffs, Apache Avro,Google Json,JackSon etc.
- Proficiency in at least one of inter process communication frameworks WebSocket's, RPC, message queues, custom HTTP libraries/frameworks ( kryonet, RxJava ), etc.
- Proficiency in multithreaded programming and Concurrency concepts (Threads, Thread Pools, Futures, asynchronous programming).
- Experience defining system architectures and exploring technical feasibility tradeoffs (architecture, design patterns, reliability and scaling)
- Experience developing cloud software services and an understanding of design for scalability, performance and reliability
- Good understanding of networking and communication protocols, and proficiency in identification CPU, memory & I/O bottlenecks, solve read & write-heavy workloads.
- Proficiency is concepts of monolithic and microservice architectural paradigms.
- Proficiency in working on at least one of cloud hosting platforms like Amazon AWS, Google Cloud, Azure etc.
- Proficiency in at least one of database SQL, NO-SQL, Graph databases like MySQL, MongoDB, Orientdb
- Proficiency in at least one of testing frameworks or tools JMeter, Locusts, Taurus
- Proficiency in at least one RPC communication framework: Apache Thrift, GRPC is an added plus
- Proficiency in asynchronous libraries (RxJava), frameworks (Akka),Play,Vertx is an added plus
- Proficiency in functional programming ( Scala ) languages is an added plus
- Proficiency in working with NoSQL/graph databases is an added plus
- Proficient understanding of code versioning tools, such as Git is an added plus
- Working Knowledge of tools for server, application metrics logging and monitoring and is a plus Monit, ELK, graylog is an added plus
- Working Knowledge of DevOps containerization utilities like Ansible, Salt, Puppet is an added plus
- Working Knowledge of DevOps containerization technologies like Docker, LXD is an added plus
Location: Hybrid (Bangalore Office)
Experience: 3-5 years of relevant experience
Contract Duration: Full Time
Qualification: Bachelor's degree in Technology or Engineering
About Us:
The BHIVE Group is a leader in revolutionizing enterprise-grade managed offices and coworking spaces for enterprises, democratizing investments in Bengaluru. With an extensive network in prime locations of Bengaluru and Mumbai, and expertise in investment, the group redefines commercial real estate and financial services. BHIVE Workspace offers a collaborative ecosystem with over 27+ properties, 46,000 seats, and spread across 1.8 million sq. ft, catering to corporates, MNCs, entrepreneurs, and businesses of all sizes.
Role Summary:
We are seeking a skilled Backend Engineer with a strong foundation in Python and the FastAPI framework. You will be pivotal in developing, implementing, and maintaining the server-side logic of our web applications, APIs, and other software systems. This role involves crafting robust backend solutions that ensure high performance, scalability, and security.
Key Responsibilities:
- API Development: Design, develop, and maintain scalable APIs using Python 3.x and FastAPI. Ensure robust data validation, security measures, and error handling.
- Database Management: Utilize ORM libraries to model complex data structures, perform CRUD operations, craft optimized queries, and manage database migrations.
- Authentication and Authorization: Integrate secure authentication and authorization mechanisms to protect sensitive data and ensure secure access.
- System Performance: Monitor and optimize system performance to ensure high availability and scalability. Implement performance tuning strategies and resolve bottlenecks.
- Collaboration: Work closely with front-end developers to integrate user-facing elements with server-side logic. Foster a collaborative environment to drive innovation and continuous improvement.
- Code Quality and Testing: Maintain high code quality through comprehensive testing, including unit, integration, and end-to-end tests. Adhere to industry standards and best practices.
- Documentation: Ensure clear and concise documentation of the codebase, APIs, and system architecture. Utilize FastAPI's strengths for automatic documentation and dependency injection.
- Innovation: Stay up-to-date with the latest trends and advancements in backend development. Embrace new technologies and methodologies to enhance the development process.
Key Competencies:
- Proficient in Python programming with a deep understanding of FastAPI and ORM libraries.
- Strong problem-solving, debugging, and critical thinking skills.
- Advanced testing proficiency to ensure code reliability and stability.
- Effective communication and collaboration skills.
- Ability to leverage FastAPI for automatic documentation, dependency injection, and asynchronous operations.
- Commitment to industry standards and best practices in backend development.
Employee Benefits:
- ESOP Policy: Strong employee-friendly ESOP policy, applicable based on performance.
- Training and Development: Continuous training and development opportunities to enhance your career.
- Networking Opportunities: Access to multiple BHIVE events, providing great opportunities for professional networking.
- Comprehensive Benefits Package: Including performance-based awards, competitive compensation, health benefits, financial security, and professional development opportunities.
Our Mission:
To be amongst the most loved and admired real estate companies of India by 2033.
Our Vision:
Helping people live a better quality of life through all our initiatives.
Why Choose BHIVE:
- Supportive Environment: We strive to create a supportive and rewarding work environment where employees feel valued, empowered, and motivated to excel.
- Equal Opportunity Employer: BHIVE is committed to diversity, inclusion, and fostering a supportive work environment. We value unique styles, experiences, identities, ideas, and opinions.
- Growth Opportunities: BHIVE invests in employee development, providing ample opportunities for professional advancement.
- Impactful Work: Joining BHIVE means contributing to a significant impact on the startup ecosystem in India.
What you will do:
- Handling all accounting operations including billing, cost accounting, inventory accounting, revenue recognition, accounts payable, accounts receivable etc
- Managing the generation of the annual budget and forecasts
- Checking Purchase order, Freight Inward, Outward and other expenses bills with their monthly reconciliation in Tally
- Ensuring inventories are suitably evaluated and slow moving inventories are liquidated on time
- Supporting year end closing activities
- Calculating all applicable taxes including GST and TDS
- Handling all types of audits including statutory audit, transfer pricing audit, GST audit, Income Tax audit etc.
- Complying with the government reporting requirements and tax filings
What you need to have:
- CA Qualification with overall 3 to 5 years of experience post-qualification preferably in FMCG companies
- Solid understanding of physical products like inventory, warehouse, logistics
- Experience in funded startup preferred
- Excellent verbal and written communication skills









