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Role Summary:
We are looking for a Forward Deployed Engineer with strong hands-on experience in Databricks and Generative AI/Claude to work closely with clients, business stakeholders, and internal engineering teams. The ideal candidate will combine strong Data Engineering, Software Engineering, Databricks, and Generative AI skills with the ability to understand business problems and rapidly build, deploy, and optimize production-ready solutions. This is a client-facing, hands-on engineering role where you will work from problem discovery and solution design through POC development, production deployment, and ongoing optimization.
Key Responsibilities:
Forward Deployed Engineering
- Work directly with clients and stakeholders to understand business and technical requirements.
- Translate business problems into scalable data, AI, and software solutions.
- Design and develop POCs and rapidly validate technical solutions.
- Convert successful POCs into reliable, production-ready applications.
- Work closely with client engineering and data teams during implementation and deployment.
- Troubleshoot production issues and continuously optimize deployed solutions.
- Act as a technical bridge between clients, delivery teams, data engineers, AI engineers, and architects.
Databricks & Data Engineering
- Design and develop scalable data solutions using Databricks, PySpark, Python, and SQL.
- Build and optimize data ingestion, transformation, and ETL/ELT pipelines.
- Work with Databricks Lakehouse, Delta Lake, and Unity Catalog.
- Develop Databricks Workflows and production data pipelines.
- Implement data processing solutions for structured and semi-structured datasets.
- Optimize Databricks workloads for performance, scalability, reliability, and cost.
- Integrate Databricks with databases, APIs, cloud platforms, and enterprise applications.
Generative AI & Claude
- Build enterprise AI solutions using Claude and other Large Language Models (LLMs).
- Integrate Claude APIs into applications and business workflows.
- Develop RAG (Retrieval-Augmented Generation) solutions using enterprise data.
- Work with embeddings, vector search, semantic search, and knowledge retrieval.
- Develop AI-powered applications for summarization, classification, information extraction, question answering, and document processing.
- Implement prompt engineering, structured outputs, tool/function calling, and context management.
- Develop and integrate AI agents and multi-step AI workflows where applicable.
- Evaluate LLM responses for accuracy, relevance, groundedness, latency, and cost.
- Implement appropriate AI guardrails, security, and data privacy controls.
Production & Deployment
- Deploy AI and data solutions into production environments.
- Work with APIs, microservices, Git, CI/CD, containers, and cloud platforms.
- Monitor application and pipeline performance and troubleshoot issues.
- Collaborate with Data Scientists and ML Engineers to productionize AI/ML models.
- Ensure solutions meet security, scalability, reliability, and maintainability requirements.
Required Skills & Experience
- 4+ years of experience in Data Engineering, Software Engineering, AI/ML Engineering, or a related field.
- Strong hands-on experience with Databricks.
- Strong proficiency in Python, PySpark, and SQL.
- Experience with Delta Lake and Lakehouse Architecture.
- Experience working with Generative AI / LLMs.
- Hands-on experience with Claude / Anthropic APIs is preferred.
- Experience with RAG, embeddings, vector databases, and semantic search.
- Strong understanding of REST APIs and enterprise integrations.
- Experience developing production-grade applications and data pipelines.
- Strong problem-solving and troubleshooting capabilities.
- Excellent communication and client-facing skills.
Preferred Skills
- Experience with Claude Code / Anthropic ecosystem.
- Experience with OpenAI, Azure OpenAI, AWS Bedrock, or other LLM platforms.
- Experience with LangChain, LangGraph, LlamaIndex, or equivalent frameworks.
- Experience with Databricks Unity Catalog, Workflows, and MLflow.
- Experience with AWS, Azure, or GCP.
- Experience with Docker, Kubernetes, and CI/CD.
- Exposure to AI agents and agentic workflows.
- Knowledge of AI evaluation, guardrails, security, and responsible AI.
- Experience working in consulting, client delivery, or customer-facing engineering environments.
Key Competencies
- Strong customer-facing and stakeholder management skills.
- Ability to understand ambiguous business problems and translate them into technical solutions.
- Strong ownership and execution mindset.
- Ability to rapidly prototype, iterate, and productionize solutions.
- Strong analytical and troubleshooting skills.
- Comfortable working in fast-paced and dynamic client environments.
- Excellent written and verbal communication.
- Ability to work independently as well as collaboratively with distributed teams.

We’re Hiring | Social Media Executive (3–5 Years)
(Agency Role | Multiple Brands | Growth-Focused)
At Blockwoods, we’re scaling our digital marketing team and are looking for a hands-on Social Media professional who enjoys owning social media growth for multiple client brands—not just posting content.
Location: Onsite
Experience: 3–5 years
This Role Is for You If…
✔ You’ve managed social media for brands or clients
✔ You understand both organic content and paid campaigns
✔ You’re comfortable working in a fast-paced agency environment
✔ You care about results, ownership, and growth
What We’re Looking For
- 3–5 years experience in Social Media / Digital Marketing
- Strong understanding of Instagram, Facebook & LinkedIn
- Hands-on exposure to Meta Ads
- Agency mindset with strong execution skills
- Clear communication & ownership attitude
Why Join Blockwoods?
- Ownership of brands & campaigns
Exposure to multiple industries & clients
Clear growth path to Lead / Manager role
Collaborative, structured work environment
Fast, transparent hiring process
How to Apply (Quick & Easy)
Quick Apply Form: https://forms.gle/E89FqTxYbmjH2D5a8
Know more about us: https://blockwoods.io
Careers Page: https://blockwoods.io/careers
Job Description:
We are seeking a skilled Mainframe Tester with hands-on experience in CICS to join our QA team. The ideal candidate will be responsible for designing, executing, and maintaining test cases for mainframe applications, ensuring the quality and reliability of business-critical systems.
Key Responsibilities:
- Develop and execute test plans for mainframe applications using COBOL, JCL, DB2, and CICS.
- Perform functional, regression, and integration testing on CICS transactions.
- Identify, document, and track defects using standard testing tools.
- Collaborate with developers, business analysts, and other stakeholders to resolve issues.
Instrive is a Chennai-based start-up that provides high-quality Dev-ops solutions for clients worldwide. We strive to solve problems and create value in this increasingly digital world. Instrive was founded to create high-quality products and deliver great user experiences worldwide.
Several products are being developed for both in-house purposes and our overseas clients, and we are actively expanding our team of talented professionals.
We are constantly pushing the boundaries of what is possible, and our employees have the opportunity to be at the forefront of this innovation. Our flat organisational structure encourages open communication and idea-sharing and provides ample opportunities for employees to take ownership of their work and make a real impact.
As part of our ambitious product roadmap, we need senior developers with experience in NodeJS.
Your primary responsibility will be to develop UI components, processes, documentation, and an organisation-wide style guide that can be reused across all applications.
Roles and Responsibilities:
- Develop and maintain web applications using Node.js, Express, and related technologies
- Write clean, efficient, and well-documented code.
- Collaborate with the team to design and implement new features and functionality
- Troubleshoot and debug issues to ensure a smooth user experience
- Optimize application performance and scalability
- Participate in code reviews and ensure adherence to coding standards
- Keep up-to-date with the latest technologies and industry trends
- Work with other developers, project managers, and stakeholders to understand project requirements and deliver high-quality solutions
Desired Candidate Profile:
- 3-5 years of experience in web application development using Node.js
- Strong proficiency in JavaScript, including experience with popular libraries and frameworks such as Express.js, Nest.js, and Mongoose
- Experience with front-end technologies such as HTML, CSS, and JavaScript
- Knowledge of web protocols and technologies such as HTTP, REST, and WebSockets
- Experience with NoSQL databases such as MongoDB and SQL databases like MySQL, SQLite, PostgreSQL
- Experience with Git and version control
- Familiarity with Agile development methodologies
- Strong problem-solving and analytical skills
- Excellent communication skills, both verbal and written
- Adaptability to rapid change
Good to have:
- Experience with GraphQL and Apollo
- Familiarity with AWS, Azure, or Google Cloud Platform
- Experience with containerisation technologies such as Docker and Kubernetes
- Experience with unit testing, integration testing, and end-to-end testing frameworks
- Knowledge of microservices architecture and event-driven architecture
- Familiarity with cloud-based development tools such as AWS Lambda and Azure Functions
- Familiarity with load balancing, caching, and performance optimisation techniques
- Experience working with remote teams and communicating effectively with remote stakeholders.
Perks and Benefits:
By working at the intersection of product, strategy, and technology, you will learn how to make strategic decisions, prioritise product features against business objectives, and put the user first.
In addition to the exciting work, Instrive offers our employees a comprehensive benefits package. This includes health insurance, paid time off, and professional development and training opportunities, so our employees can continue to grow and advance in their careers.
We focus on fostering a positive and collaborative work environment and are committed to helping our employees reach their full potential.
You will make a meaningful impact and create lasting connections with our outstanding team, no matter where your career takes you.
Technical skills required:
Skills: Java 8 and above, Rest Web services, MySQL.
Strong background in Core Java and good knowledge of collection Framework.
Proficient in developing high-performance, less memory-intensive micro-services applications using the Java framework.
Should have deep knowledge of Micro-service development.
Responsibilities of an ABAP developer
Besides coding and developing a SAP module with the help of the programming language, ABAP developers perform a number of other tasks, some of which are given below:
Knowledge of SAP ABAP (OOPS ABAP, MVC, Code pushdown techniques, AMDP and CDS views) and Native HANA
Good Knowledge in SAP MM Modules (both is important), Able to write Functional document and working knowledge in integration across other SAP modules like SAP SD SAP PP, SAP QM, SAP Finance
SAP ABAP knowledge is expected but should be limited to basic programming and debugging
- Understanding the needs and requirements of the clients by coordinating with their representatives and seeking clarity on every minute detail in order to provide the best possible solution.
- Consulting with professionals from other departments and those working on specific SAP modules such as SAP FI/CO, MM, SD to ensure a consistent experience to the various users on the client's side.
- Writing the code using ABAP programming language on the basis of the blueprint provided by the clients and performing regular tests on the usability of the code.
- Ensuring that all programs are completed in schedule as per the client's guidelines and allocating appropriate resources to achieve this.
- Providing technical support to the end users in the form of troubleshooting guidelines and modifications to the system after it has been delivered. Training the end users and client representatives is also performed at this stage of the SAP ABAP software life cycle.
- To stay updated with the latest technological advancement and changes in the world of SAP development and adapting to these changes by self-training and research work.
Skills Required to be an ABAP developer
Extensive prior experience in the field of ABAP programming and SAP modules is an essential skill set required for any person to pursue a career as an ABAP developer. They must have good analytical and problem solving skills in order to carry out their daily functions effectively. In depth knowledge of SAP systems such as FICO, MM and HR is also required for ABAP developers. Prior experience in object oriented programming, ABAP lists and other related fields is also a prerequisite for jobs in this field. In order to communicate with a number of people such as clients, users and other developers, they must possess excellent oral and written communication skills as well as good interpersonal abilities. They must have the capability to work well in a team-based environment as well as on their own since the organizational structure of ABAP developers varies from one company to another.
Must Have:
- Strong proficiency with .Net Core API development
- Experience with caching approaches for API
- Hands on with SQL Server and its variation among popular databases
- Well versed with stored procedures, query plans, altering the indexes, and troubleshooting the performance holdups
- Skilled at performance optimization of .NET APIs
- Experience & Knowledge on Open API specification & swagger documentation
- Experience in building Cloud Native Applications
- Experience in Microservices architecture
- Has worked on the deployment of applications using Docker
- Has Knowledge of Kubernetes
- Has Experience with Cache systems like Redis.
Nice to Have:
- Familiar with .NET design patterns
- Performance tuning of SQL Stored Procedures
Note: We looking for immediate joiners. We expect the offered candidate should join within 15 days. Buyout reimbursement is available for 30 to 60 days notice period applicants who can ready join within 15 days.
Responsibilities
- Research and test novel machine learning approaches for analysing large-scale distributed computing applications.
- Develop production-ready implementations of proposed solutions across different models AI and ML algorithms, including testing on live customer data to improve accuracy, efficacy, and robustness
- Work closely with other functional teams to integrate implemented systems into the SaaS platform
- Suggest innovative and creative concepts and ideas that would improve the overall platform
Qualifications
The ideal candidate must have the following qualifications:
- 5 + years experience in practical implementation and deployment of large customer-facing ML based systems.
- MS or M Tech (preferred) in applied mathematics/statistics; CS or Engineering disciplines are acceptable but must have with strong quantitative and applied mathematical skills
- In-depth working, beyond coursework, familiarity with classical and current ML techniques, both supervised and unsupervised learning techniques and algorithms
- Implementation experiences and deep knowledge of Classification, Time Series Analysis, Pattern Recognition, Reinforcement Learning, Deep Learning, Dynamic Programming and Optimization
- Experience in working on modeling graph structures related to spatiotemporal systems
- Programming skills in Python is a must
- Experience in developing and deploying on cloud (AWS or Google or Azure)
- Good verbal and written communication skills
- Familiarity with well-known ML frameworks such as Pandas, Keras, TensorFlow
Most importantly, you should be someone who is passionate about building new and innovative products that solve tough real-world problems.
Location
Chennai, India



