
Job DescriptionPosition: Sr Data Engineer – Databricks & AWS
Experience: 4 - 5 Years
Company Profile:
Exponentia.ai is an AI tech organization with a presence across India, Singapore, the Middle East, and the UK. We are an innovative and disruptive organization, working on cutting-edge technology to help our clients transform into the enterprises of the future. We provide artificial intelligence-based products/platforms capable of automated cognitive decision-making to improve productivity, quality, and economics of the underlying business processes. Currently, we are transforming ourselves and rapidly expanding our business.
Exponentia.ai has developed long-term relationships with world-class clients such as PayPal, PayU, SBI Group, HDFC Life, Kotak Securities, Wockhardt and Adani Group amongst others.
One of the top partners of Cloudera (leading analytics player) and Qlik (leader in BI technologies), Exponentia.ai has recently been awarded the ‘Innovation Partner Award’ by Qlik in 2017.
Get to know more about us on our website: http://www.exponentia.ai/ and Life @Exponentia.
Role Overview:
· A Data Engineer understands the client requirements and develops and delivers the data engineering solutions as per the scope.
· The role requires good skills in the development of solutions using various services required for data architecture on Databricks Delta Lake, streaming, AWS, ETL Development, and data modeling.
Job Responsibilities
• Design of data solutions on Databricks including delta lake, data warehouse, data marts and other data solutions to support the analytics needs of the organization.
• Apply best practices during design in data modeling (logical, physical) and ETL pipelines (streaming and batch) using cloud-based services.
• Design, develop and manage the pipelining (collection, storage, access), data engineering (data quality, ETL, Data Modelling) and understanding (documentation, exploration) of the data.
• Interact with stakeholders regarding data landscape understanding, conducting discovery exercises, developing proof of concepts and demonstrating it to stakeholders.
Technical Skills
• Has more than 2 Years of experience in developing data lakes, and datamarts on the Databricks platform.
• Proven skill sets in AWS Data Lake services such as - AWS Glue, S3, Lambda, SNS, IAM, and skills in Spark, Python, and SQL.
• Experience in Pentaho
• Good understanding of developing a data warehouse, data marts etc.
• Has a good understanding of system architectures, and design patterns and should be able to design and develop applications using these principles.
Personality Traits
• Good collaboration and communication skills
• Excellent problem-solving skills to be able to structure the right analytical solutions.
• Strong sense of teamwork, ownership, and accountability
• Analytical and conceptual thinking
• Ability to work in a fast-paced environment with tight schedules.
• Good presentation skills with the ability to convey complex ideas to peers and management.
Education:
BE / ME / MS/MCA.

About Exponentia.ai
About
Data is the new Oil and AI is the most powerful value accelerator today - this is one of the most important belief we live by. We are an award-winning AI-Tech MNC transforming businesses through AI, ML and Data Analytics Solutions.
We help organizations solve complex business challenges by combining industry experience, data and AI first engineering practices, and our propriety technology solutions to achieve business outcomes at scale.
Our propriety solutions include - OneTAP for Voice Analytics, Intelligent Nudges, Customer Intelligence Platform and Engagely.ai and we specialise in Data (ML, BI, Cloud, DWH & Data Lakes) and AI Solutions (NLP, Conversational Analytics).
Exponentia.ai was founded in the year 2014 and is headquartered in Mumbai, India. We have expanded our services to the UK, Singapore and US. We’ve been honored with the Innovation Award by Qlik & Excellence in Business Process Automation by Automation Anywhere.
Visit our website- www.exponentia.ai to learn more about our products and services.
Tech stack
Product showcase
Connect with the team
Similar jobs
Key Responsibilities:
- Design AI-driven solutions for core veterinary workflows, such as patient triaging, diagnostics support, treatment plan suggestions, appointment scheduling, and client communications.
- Develop AI assistants and multi-agent systems to automate routine tasks like SOAP note summarization, clinical documentation (Medical Records), prescription and other reminders, and client follow-ups.
- Implement RAG pipelines leveraging veterinary knowledge bases, clinical case data, Case Summaries and standard care protocols.
- Integrate LLMs into practice management modules for intelligent querying, FAQ automation, and veterinary clinical knowledge support.
- develop and deploy AI services using Azure AI Services, Azure OpenAI, and integrate with Hapivet.ai
- Ensure secure, compliant, and scalable deployment of AI/ML models in line with veterinary data privacy standards and healthcare regulations.
- Collaborate with veterinarians, product managers, and software engineers to ensure AI solutions are clinically relevant, user-friendly, and impactful.
Required Skillset:
Machine Learning & Deep Learning for Healthcare
- Strong foundation in supervised/unsupervised learning, anomaly detection, and predictive analytics applicable to veterinary clinical data.
- Experience with CNNs (for imaging), RNNs/LSTMs (for sequential data like patient histories) and Transformers for natural language tasks.
- Proficiency with TensorFlow, PyTorch, and Hugging Face.
- Good to have understanding on GANs (medical imaging, data privacy-safe synthetic data, or image-based diagnostics)
LLMs & NLP for Veterinary Applications
- Deep understanding of transformer models (GPT, BERT, LLaMA) applied in medical/veterinary text summarization and knowledge extraction.
- Fine-tuning LLMs with techniques with PEFT, LoRA, QLoRA for domain-specific tasks.
- Expertise in Prompt Engineering and Chain of Thought (CoT) design for veterinary use cases.
- RAG pipeline development with veterinary case databases using Pinecone or Azure AI Search.
AI Agent Workflows & Orchestration
- Multi-agent coordination and AI workflow orchestration with LangChain, LangGraph, and Microsoft Autogen SDK.
- Experience with context management using Model Context Protocol (MCP) in clinical task flows.
Cloud AI Deployment & Engineering
- Experience with Azure AI, model serving (Triton, TensorFlow Serving, TorchServe).
- CI/CD for AI models, cloud security, and scalable API integration.
Programming & Data Engineering
- Advanced proficiency in Python, R
- working knowledge of TypeScript.
- Veterinary data processing experience—handling EMRs, patient histories, and diagnostic reports
- Data cleaning, transformation, and ensuring data quality for clinical applications.
Preferred Experience:
- AI/ML deployment in veterinary practice management systems or healthcare applications.
- Understanding of veterinary compliance, data sensitivity, and client confidentiality (e.g., pet health records, veterinary licensing).
- Exposure to veterinary-specific AI applications, such as diagnostic imaging analysis, clinical decision support systems, or client interaction bots.
- Familiarity with DeepSpeed, Megatron-LM, and scaling techniques for LLMs.
Soft Skills & Domain Understanding:
- “Passion for improving pet care and veterinary services through technology”.
- Strong communication skills for collaborating with veterinary professionals.
- Ability to translate clinical workflows into AI-enabled solutions.
At least 5 years of experience in testing and developing automation tests.
A minimum of 3 years of experience writing tests in Python, with a preference for experience in designing automation frameworks.
Experience in developing automation for big data testing, including data ingestion, data processing, and data migration, is highly desirable.
Familiarity with Playwright or other browser application testing frameworks is a significant advantage.
Proficiency in object-oriented programming and principles is required.
Extensive knowledge of AWS services is essential.
Strong expertise in REST API testing and SQL is required.
A solid understanding of testing and development life cycle methodologies is necessary.
Knowledge of the financial industry and trading systems is a plus
About Us
Wednesday is a technology consulting and engineering firm based in Pune. We specialise in helping digital-first businesses solve complex engineering problems. Our expertise lies in data engineering, applied AI, and app development. We offer our expertise through our services: Launch, Catalyse, Amplify, and Control.
We're a passionate bunch of people who take their work seriously. We deeply care about each other and are united by the cause of building teams that delivery great digital products & experiences.
Job Description
Wednesday is a technology consulting and engineering firm based in Pune. We specialise in helping digital-first businesses solve complex engineering problems. Our expertise lies in data engineering, applied AI, and app development. We offer our expertise through our services: Launch, Catalyse, Amplify, and Control.
We're a passionate bunch of people who take their work seriously. We deeply care about each other and are united by the cause of building teams that delivery great digital products & experiences
Wednesday works with customers with a high amount of autonomy. We own problem statements and work with them to provide simple solutions to complex and challenging problems. You will be responsible for front-end architecture, delivery and innovation across all pods at Wednesday.
Key Responsibilities:
- Collaborate with UI/UX designers to develop responsive web applications.
- Build, test, and deploy frontend interfaces using React.js.
- Work on fullstack development, integrating frontend with backend (Node.js).
- Optimize applications for performance and scalability.
- Troubleshoot and resolve issues in both frontend and backend.
Skills Required:
- Proficiency in React.js, HTML, CSS, JavaScript.
- Basic knowledge of backend technologies (Node.js, Express.js).
- Familiarity with RESTful APIs and databases (MongoDB or MySQL).
- Version control (Git/GitHub).
- Strong problem-solving skills and teamwork.
Nice to Have:
- Familiarity with cloud services (AWS, Azure).
- Building developer libraries and SDKs.
Benefits
- Mentorship: Work next to some of the best engineers and designers.
- Freedom: An environment where you get to practice your craft. No micromanagement.
- Comprehensive healthcare: Healthcare for you and your family.
- Growth: A tailor-made program to help you achieve your career goals. Click here to read more about our career ladder.
- A voice that is heard: We don't claim to know the best way of doing things. We like to listen to ideas from our team.
and long-term releases, based on business opportunities and market research.
● Work with cross-functional product teams to accomplish product objectives,
overseeing timelines and meeting deadlines for product releases.
● Validate detailed specifications and development costing versus market potential and future predictable revenue.
● Responsible for product launch and release plans. Coordinates internal and external product launches working with Marketing Support and Training
teams.
● Collaborate with technology to create strategies by which technology will be developed or adapted to meet market needs and leverage opportunities. (e.g.,
Buy/Build decisions)
● Monitor and analyze new technologies and inform the team of their potential applications to our business. Conduct and lead forward looking research
studies.
● Create and maintain profit and loss documentation for products and services.
● Act as liaison between Marketing, Technology, and Customer Experience teams to support product positioning and customer demand as part of new
product development
About TechWeirdo:
Techweirdo delivers secure enterprise solutions from SaaS to On-Premise, anywhere, from Application to AI. We offer consultation, services and products to holistically address the digital transformation goals of the enterprises.
Skills/ Role Requirements:
- Strong hands-on experience of Django REST framework
- Experience in working in a dockerized environment
- Implementation knowledge of scalable microservices architecture
- Experience in using celery
- Domain-driven design principles
- Strong SQL skills
- Ability to deploy a python backend on production in a dockerized environment with Nginx and Gunicorn
- Experience in integrating ML models in Django or Flask is a plus
- Experience with AWS services like S3, API gateway, SES, SQS, SNS, Aurora, Dynamo is plus
- Knowledge of lambda and cloudformation are plus
- Knowledge of React is plus
Working with TechWeirdo be like:
- Surrounded by curious learners: With a Growth Mindset as our core strength, we created a learning environment with curious tech learners.
- New challenges every day: There is no ordinary day at TechWeirdo, if you like solving problems, then this is the right place for you.
- Zero micro-management, limited supervision: We encourage our team to take on challenging tasks and solve complex problems by taking ownership of their tasks. We trust our team to take calculated risks.
- Great networking: You will be connected with c-suite executives of top organizations while working with our winning team.
- Building technology how you want, when you want: We welcome people who see things differently as they are the one who has ability to change the world.
- Being heard in every meeting: At TechWeirdo, suggestions are encouraged, initiatives are supported, and opinions and perspectives are valued.
- 3+ years of experience in web development
- Minimum 2+ years’ experience in React js
Good to have
- Design and develop automation scripts when needed
- Experience in the Real Estate will be a plus
computing, and SaaS.
Structured thinker, effective communicator, with excellent programming and analytic skills
Strategic mind with strong operational, project management and technical architecture skills
A track record of highly influential technical and leadership achievements
Demonstrated skill in aligning application decisions to an overarching solution and systems
architecture
Strong design skills and technical leadership skills.
Substantial experience leading application design efforts as a senior or lead software engineer
Expertise in JavaScript frameworks: Ember, React, Angular and integration architecture and design.
An expert in application development in one or more modern programming languages
Strong Experience with JavaScript, CSS, XML, HTML, IIS
Familiar with Agile methodologies
Detailed oriented, professional and possesses a positive work attitude.
Communicate professionally both verbally and in writing.
PRINCIPAL DUTIES AND RESPONSIBILITIES:
Accountable for the application architecture of all components within your assigned domain(s)
Guide multiple development teams and work streams at once to ensure successful delivery of
projects
Evaluate and implement solutions and technologies for team adoption
Assess and communicate status, issues, risks and deliverables to stakeholders
Be the “go-to” team member in your domain(s) for application design and patterns
Assist teams by hands-on coding including but not limited to proof-of-concepts, code samples, and
application infrastructure/frameworks.
Able to resolve complex problems in creative and effective ways
Holds full Product Area responsibility
JOB DESCRIPTION
Acts as a point of escalation for high and low-level problems both for with in engineering team and
customers
Develops high-quality, working code features on need basis.
Makes implementation design decisions around new feature components.
Produces contingency plans for critical projects.
Analyzes technical requirements with the team to gauge level of effort.
Breaks down complex projects and delegates work to junior engineers.
Creates technical documentation for new features that can be easily understood by peers.
Performs peer code reviews to ensure quality of the codebase.
Keeps abreast of new technologies.
Ensures designs and projects created comply with design library guidelines, internal best practices,
and coding conventions when applicable.
Perform required collaboration with different stake holder like architects, product management etc.
All other duties as assigned.
- Experience working on Linux based infrastructure
- Strong hands-on knowledge of setting up production, staging, and dev environments on AWS/GCP/Azure
- Strong hands-on knowledge of technologies like Terraform, Docker, Kubernetes
- Strong understanding of continuous testing environments such as Travis-CI, CircleCI, Jenkins, etc.
- Configuration and managing databases such as MySQL, Mongo
- Excellent troubleshooting
- Working knowledge of various tools, open-source technologies, and cloud services
- Awareness of critical concepts in DevOps and Agile principles












