

CAW.Tech
https://cawstudios.comAbout
CAW Studios is Product Development Studio. WE BUILD TRUE PRODUCT TEAMS for our clients. Each team is a small, well-balanced group of geeks and a product manager that together produce relevant and high-quality products. We use data to make decisions, bringing big data and analysis to software development. We believe the product development process is broken as most studios operate as IT Services. We operate like a software factory that applies manufacturing principles of product development to the software.
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Jobs at CAW.Tech
The Role
We are looking for a Senior Product Manager to embed on-site with one of CAW's enterprise customers — sitting with their functional leaders, understanding their workflows, identifying the highest-ROI automation opportunities, and prototyping solutions yourself using AI-assisted development tools like Claude Code or OpenAI Codex.
This is not a project management role. We are looking for someone with strong business analysis chops who can walk into a domain they've never worked in, study it quickly, break down complex workflows, and figure out what to build. You should have a coding background and be able to prototype working solutions yourself — not just write specs and hand them off. You stay involved throughout production so nothing is lost in the communication between the customer and our remote engineers.
You are the one person the customer sees. The building and running happen behind you, at CAW HQ, on Gantry.
A Typical Week
Monday–Tuesday: Interview functional leaders and their team members to gain a deep understanding of their current processes, pain points, and undocumented workflows. Map what you find.
Wednesday: Apply structured prioritization frameworks (RICE, ICE, or equivalent) to rank discovered use cases by ROI. Classify each problem as deterministic automation, AI automation, an AI agent (built on Gantry), or a Custom Ops Platform (COP) opportunity — and draft the solution approach in collaboration with CAW's engineering and AI architects at HQ.
Thursday: Present the top problems and proposed solutions to the functional leader for buy-in. Get alignment on what to tackle first.
Friday and the following week: Prototype the solution using Claude Code, Codex, or equivalent AI-assisted development tools. Target: a working prototype in under a week. Present the prototype to the functional team, collect feedback, and iterate until it meets their needs. Once validated, draft a proposal to productionize it on Gantry (or as a COP) in collaboration with HQ, and drive approval from the functional head.
Ongoing: Spend a few hours daily collaborating with CAW's engineering teams at HQ to keep productionizing on track — while simultaneously starting discovery on the next problem with the next functional leader.
Key Responsibilities
Use Case Mining & Discovery
- Embed on-site with the customer. Sit with functional leaders across departments — operations, finance, CX, supply chain, HR — to understand their workflows, pain points, and priorities.
- Don't wait for requirements to be handed to you. Proactively identify problems CAW can solve with agents on Gantry or with a Custom Ops Platform. Prioritize ruthlessly based on business impact, technical feasibility, and speed to value.
- Run structured discovery sessions. Map workflows. Document undocumented processes. Find the use cases the customer doesn't even know they have.
- Build a use-case pipeline: a ranked, living backlog of agent and COP opportunities for you and the customer's leadership to review regularly. This backlog is how the account grows.
Solution Design & Rapid Prototyping
- Classify each problem as deterministic automation, AI automation, an AI agent, or a COP. Draft solution approaches in collaboration with CAW HQ architects.
- Prototype solutions yourself using Claude Code, Codex, or equivalent AI-assisted development tools. A working demo in under a week is the standard.
- Translate validated prototypes into structured specs — clear problem statements, acceptance criteria, scope boundaries, and success metrics — that CAW's engineers can productionize on Gantry without ambiguity.
- Work in tight weekly cycles: discover, prototype, validate, spec, hand off for production — and stay involved through delivery.
Customer Relationship & Adoption
- You represent CAW inside the customer's organization. Build deep trust with functional leaders and CXOs.
- Own delivery timelines, customer expectations, and escalations. You are the single point of accountability the customer sees.
- Ensure what gets built is what gets used. Drive adoption by working with the customer's end users, running training sessions, and instrumenting usage metrics.
- Know when to push (the customer is avoiding a hard decision) and when to listen (there's a real constraint you haven't understood yet).
Platform & Product Feedback Loop
- Surface structured insights back to the Gantry product team: capability gaps, integration friction, customer objections, and use case patterns that should become reusable agents or platform features.
- Spot which agents and patterns are reusable across customers so they can be added to CAW's library and accelerate the next engagement. Flag when a customer ask is a one-off vs. when it's a pattern many customers share.
- Deliver actionable, prioritized field intelligence — not a dump of Slack messages. Your feedback directly informs the Gantry roadmap.
What We're Looking For
- 4–7 years of experience in a customer-facing product or business analysis role, such as Product Manager, Business Analyst, Solutions Consultant, or Forward Deployed Engineer at a SaaS/AI company.
- Coding background - You have written code professionally or as part of product work. You understand APIs, data flows, and system architecture well enough to prototype, not just spec.
- Demonstrable AI-assisted development experience. Show us products, prototypes, or internal tools you have built using Claude Code, OpenAI Codex, Cursor, or equivalent tools. We want to see output, not claims.
- Heavy business analysis experience. You have demonstrable examples of walking into a domain with vague or undefined requirements, studying it deeply, and cracking the problem. We are not looking for project managers who track tickets — we want people who figure out what the tickets should be.
- Strong speccing discipline. You can write a clear, buildable spec with acceptance criteria that an engineer can work from without ambiguity.
- Client-facing experience. Proven ability to run discovery with enterprise customers, manage stakeholders with competing priorities, and build trust with functional leaders and CXOs.
- Comfort with ambiguity. You will walk into customer organizations with no playbook. You need to figure out what matters, fast.
- Excellent communication. You can translate between a non-technical business leader and an engineer in the same meeting.
- Willingness to be on-site. This is an embedded role, not a remote one.
- Experience with AI/ML platforms, agent frameworks, automation tools, or enterprise SaaS is strongly preferred.
- A bias toward doing, not analyzing. You are measured by use cases shipped to production and prototypes that land, not decks presented.
Role:
We're scaling an AI platform that powers Computer Vision and real-time video analytics, and we need someone to own the architecture, not just contribute to it. Our AI workloads are moving to the cloud, our models need hardening for production, and our engineering practices need a north star. The gap between prototype and production is costing us velocity.
Responsibilities:
- Architect and govern the end-to-end AI platform from data lake to model serving on AWS (SageMaker preferred).
- Lead cloud migration of AI workloads with a cloud-native, containerised approach (Docker, Kubernetes, CI/CD).
- Own the AI roadmap model accuracy, MLOps maturity, observability, and scalability.
- Set engineering standards across ML development, deployment, and monitoring.
- Mentor engineers and data scientists; reduce key-person dependency across the org.
- Drive productionisation, turn research into reliable, monitored, high-performance systems.
Requirements:
- Deep expertise in Computer Vision, Deep Learning, and Video/Real-Time Analytics.
- Fluency in PyTorch and/or TensorFlow, Python, and ML architecture patterns.
- Hands-on with AWS SageMaker, Docker, Kubernetes, CI/CD pipelines.
- Experience with model monitoring, observability tools, and data lake architectures.
- A track record of leading AI strategy, not just executing it.
About the Role
We're looking for a hands-on AI Architect to lead the design and delivery of AI-native applications. You will define the AI stack, establish engineering standards, and drive adoption of AI-assisted development across teams.
Responsibilities
- Architect and build production-grade AI applications.
- Evaluate and standardize AI frameworks, tools, and platforms.
- Design agentic systems, RAG pipelines, and AI workflows.
- Establish AI evaluation, testing, guardrails, and observability practices.
- Drive AI-native development and delivery acceleration initiatives.
- Partner with engineering and product teams on technical roadmap decisions.
Requirements
- 7+ years of software engineering experience.
- Strong experience with LLMs, RAG, embeddings, prompt engineering, and agent frameworks.
- Experience with LangGraph, AutoGen, MCP, or similar ecosystems.
- Hands-on experience with AI evaluations (DeepEval, Ragas), guardrails, and structured outputs.
- Strong Python and TypeScript/Java skills.
- Experience with Kubernetes, CI/CD, IaC, observability, and event-driven architectures.
- Proven experience shipping AI applications to production.
We are seeking a skilled SDET with (3-8+ years) experience and a strong foundation in manual and automated testing, mobile testing, and web application testing. The ideal candidate will have at least 4 years of experience in software testing, including 2+ years in selenium, Python and Robot Framework, with a passion for learning new tools and technologies.
Key Responsibilities:
- Design, develop, and execute both manual and automated test plans for web and mobile applications.
- Collaborate with cross-functional teams to ensure high-quality software delivery.
- Conduct detailed mobile testing using tools such as Appium and BrowserStack.
- Write and maintain test scripts in Python, using the Robot Framework.
- Perform API testing and database testing, ensuring robust application performance.
- Investigate and troubleshoot defects, providing detailed documentation for resolutions.
- Continuously research and recommend new testing tools, techniques, and strategies to improve overall testing efficiency.
As the ladder goes up, the expectations rise too, providing more responsibility and opportunities for growth.
Key Requirements:
-4+ years of experience in software testing.
-Expertise in Manual Testing and Automation Testing.
- 2+ years of experience with Python.
- 2+ years of experience with the Robot Framework.
- 2+ years of experience in Mobile Testing.
- Well-versed in using Appium and BrowserStack.
- Ability to quickly learn and adapt to new tools, frameworks, and technologies as needed.
- Experience with Web Testing, Database Testing, and API Testing (optional but preferred).
Preferred Qualifications:
- Strong problem-solving skills and attention to detail.
- Excellent communication and collaboration skills.
- Ability to work independently and take ownership of tasks.
Why Join Us?:”
- Exciting work environment with a focus on continuous learning.
- Opportunity to work with the latest testing frameworks and tools.
- Learning opportunities to gain hands-on experience with Cypress and Playwright testing frameworks enhancing your automation testing skills.
- Collaborative team with a strong emphasis on quality and innovation.
About the Role
We are looking for a Cloud Product Owner who will drive the success of the InMotion Cloud platform by translating product strategy into clear, actionable direction for engineering teams. You will own the complete product lifecyclefrom market analysis and roadmap definition to launch and adoption optimization. This role demands a rare blend of technical depth, product thinking, and cross-functional leadership.
You will act as the voice of the customer in all product decisions, partner with engineering to deliver core cloud capabilities, and ensure alignment between technical architecture and business goals.
Responsibilities
- Product Strategy & Vision
- Be the functional and technical expert for how the product works, including underlying features that enable critical user journeys
- Research and analyze current product features and competitive landscape to define new capabilities that enhance sales and profitability
- Translate product strategy into detailed requirements, user stories, and prioritized backlogs
- Identify key pain points in cloud adoption (pricing complexity, performance, support, migration) and incorporate into roadmap
- Customer & Market Insights
- Gather and synthesize feedback from internal and external sources: customers, support, sales, and marketing
- Understand and evaluate current user experience, product usage patterns, and workflows
- Provide recommendations to improve experience and increase adoption
- Act as the primary liaison between engineering, sales, marketing, and support
- Execution & Delivery
- Work directly with engineering teams to deliver core cloud capabilities (compute, storage, networking, orchestration)
- Ensure alignment between technical architecture and customer-facing features
- Drive Agile product development processes: sprint planning, backlog refinement, release management, go-to-market (GTM)
- Analyze and report on team deliverables, milestones, impediments, and successes
- Support product launches, including internal enablement and external positioning
- Growth & Optimization
- Partner with marketing and sales to define messaging, packaging, and pricing strategies
- Track product adoption, usage metrics, and technical performance
- Continuously optimize the offering based on data and customer feedback
- Establish and maintain professional working relationships across all departments and sites
Requirements
- Experience & Knowledge:
- 3-5 years in an engineering leader, product management, or product ownership role, preferably in cloud, hosting, or infrastructure
- Strong understanding of cloud computing fundamentals (IaaS, virtualization, networking, storage)
- Experience working with technical teams in Agile/Scrum environments
- Ability to translate complex technical concepts into clear business value
- Strong analytical and problem-solving skills
- Experience preparing and presenting projections, estimates, and product/program performance reports
- A degree in software engineering, business, or a related field (or equivalent experience)
Skills & Abilities:
- Excellent written, verbal, and interpersonal communication skills
- Ability to communicate effectively across teams and departments
- Ability to work in a fast-paced, multi-faceted role, take initiative, and multi-task on complex projects
- Strong organizational skills with attention to detail
- Ability to meet deadlines and manage competing priorities
A Staff Engineer at CAW is a technical and people leader responsible for end-to-end project delivery and the growth of engineers. You own technical design (LLDs), contribute to HLD discussions, lead execution, ensure engineering best practices, and act as the primary technical point of contact for clients. You manage a set of engineers, supporting their career progression through mentorship, feedback, and performance development.
Responsibilities:
- Own Low-Level Design (LLD) and code quality; contribute to HLD discussions under guidance.
- Own end-to-end project delivery: requirements understanding, sprint planning, execution, risk management, and production readiness.
- Lead the project engineering team with clear technical direction, ownership, and execution accountability.
- Act as primary people manager for assigned engineers; own their career progression, mentorship, and growth.
- Provide regular 1:1s focused on skill development, feedback synthesis, and long-term career goals.
- Serve as primary technical point of contact for clients; build trust through clear communication and proactive problem-solving.
- Ensure best practices across architecture, implementation, testing, and production readiness.
- Establish disciplined AI usage across the team for design validation, reviews, testing, and documentation.
The core requirements for the job include the following:
Technical Expertise:
- In-depth knowledge of C#. NET languages and the DotNet Core Web API Framework.
- Strong SQL skills: complex queries, stored procedures, functions; PostgreSQL or SQL Server proficiency.
- Experience with Entity Framework or Dapper ORM.
- ReactJS/Angular frontend experience.
- Cloud, Agile, CI/CD, and DevOps environments.
- Solid grasp of SOLID Principles and OOPS Concepts.
Leadership and Ownership:
- Proven ability to own feature-level delivery end-to-end with minimal supervision.
- Strong people management skills with a track record of mentoring and developing engineers.
- Exposure to system design and architecture discussions.
- Production-first mindset with a focus on reliability, scalability, and operational excellence.
AI Systems and Engineering (Nice to Have):
- Advanced experience deploying RAG or agent-based systems with LangGraph orchestration.
- Expert-level mastery of async Python, system thinking, and building scalable backends.
- Design modular, maintainable multi-agent AI systems aligned with SOLID principles.
- Build high-concurrency, async Python backends for complex AI workloads with enterprise stability.
- Architect sophisticated agentic workflows using LangGraph with state persistence and error recovery.
- Design and optimize RAG pipelines: advanced chunking, hybrid search, and re-ranking.
- Collaborate on reusable AI components and internal frameworks to enhance team velocity.
- Authentication Providers (IdentityServer, Auth0 or equivalent).
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Searce means ‘a fine sieve’ & indicates ‘to refine, to analyze, to improve’. It signifies our way of working: To improve to the finest degree of excellence, ‘solving for better’ every time. Searcians are passionate improvers & solvers who love to question the status quo.
The primary purpose of all of us, at Searce, is driving intelligent, impactful & futuristic business outcomes using new-age technology. This purpose is driven passionately by HAPPIER people who aim to become better, everyday.
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Searce is a modern tech consulting firm that empowers clients to futurify their businesses, leveraging Cloud, AI & Analytics.
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- We are the most preferred tech partner of choice when it comes to ‘solving for better’ for the new-age tech startups & digital enterprises, leading disruption in their industries
- Our Service Offerings: We offer Advanced Cloud, Data & App Modernization, Cloud Consulting, Management & Improvement (DevOps, SysOps & Cloud Managed Services), Applied AI & Analytics services
- As one of the top 5 niche’ full scope global partners for Google Cloud & a preferred partner for AWS, we are the most preferred ‘engineering-led’ tech company of choice when it comes to solving complex business problems.
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At the core, a Searcian is self-driven to become better, everyday. In passionate pursuit of the finest degree of excellence we drive exceptional outcomes in everything we do.
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A level hierarchy
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