
Gushwork is one of the fastest-growing AI startups globally, backed by Lightspeed, SIG, and B Capital . We’re building a productized services platform that helps SMBs scale using a powerful combination of human + AI-powered GTM execution.
In just over an year months, we’ve grown rapidly , serving SMBs across the US and India. And we’re only just getting started.
What You’ll Own
- Drive end-to-end sales: from outbound prospecting to demo to close
- Sell to SMBs in India and the US — with a clear focus on revenue impact
- Build and manage a robust pipeline across different time zones
- Understand client pain points and position Gushwork’s offerings as the go-to solution
- Collaborate with product and operations to ensure high-quality onboarding and delivery
- Bring feedback from the front lines to shape GTM strategy
What We’re Looking For
- Experience full-cycle sales experience, ideally in SaaS or tech-enabled services
- Proven success in closing SMB accounts — both domestic and/or international
- Strong communication, storytelling, and objection-handling skills
- Self-starter who thrives in fast-paced, high-growth environments
- Comfortable with US working hours (for part of the day)
Why Join Us
- Be part of a company scaling 6x in the next year
- Own your revenue — zero fluff, real deals, full credit
- Work with a lean, ambitious team solving a real market gap
- Build your career in the future of AI x services

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Senior MLOps Engineer
LLM Operations, Observability & Eval Infrastructure
📍 Mumbai (On-site) | Full-time | 5-7 years
About the Role:
Unico Connect is an AI-first technology partner that builds custom mobile, web, and AI products for clients across multiple geographies.
We are hiring a Senior MLOps Engineer for a dedicated client engagement focused on building an AI-powered application builder platform. The platform consumes LLMs at scale through provider APIs.
This role owns the operational discipline around production LLM consumption - increasingly called LLMOps - covering observability, evaluation infrastructure, model lifecycle, cost operations, prompt deployment, and agent run reliability.
The mandatory requirement is hands-on production experience operating LLM-backed systems, with a strong DevOps or SRE foundation. This is not a model training or ML science role.
The work is making the system around the AI engineer's designs observable, controlled, reliable, and economically accountable. You will pair daily with the Senior AI Engineer, who designs prompts, evals, and agent behaviour - you operationalise those systems for production.
A typical week includes a tracing audit on a degraded agent run, an eval pipeline build for a new model release, a cost attribution review, and a staged prompt rollout.
Responsibilities:
Observability and Tracing
Build and own end-to-end tracing for agent runs: every prompt, response, tool call, token count, latency, and cost, linked to user session and project.
Stand up and operate LLM observability tooling (Langfuse, LangSmith, Braintrust, or Arize Phoenix).
Make debugging a single bad agent run among thousands a routine workflow through searchable traces, failure taxonomies, and dashboards segmented by task type.
Evaluation Infrastructure as a Production System
Operationalise the eval suite designed by the Senior AI Engineer: automated execution in CI on every prompt or model change, with results stored and trended over time.
Implement regression gates that block quality-degrading changes from shipping.
Build production sampling to continuously score a sample of real agent runs and catch quality drift that offline evals miss.
Model Lifecycle Management
Pin model versions, never "latest".
Own the upgrade process: run the eval suite against new model releases and manage eval-gated migrations.
Maintain fallback chains across providers for graceful degradation or queueing during outages.
Track provider deprecation schedules and plan migrations ahead of forced cutoffs.
Cost Operations
Implement per-user and per-task cost attribution - token spend is the platform's largest variable cost and requires the same rigour as cloud cost management.
Set up budget alerts and anomaly detection so a single user or bug cannot burn significant spend overnight.
Monitor prompt cache hit rates and quantify savings.
Manage capacity planning around provider rate limits, including quota negotiation and throughput tiering.
Prompt and Configuration Deployment
Treat prompts as production artifacts: version control for prompts and agent configurations, staged rollout infrastructure (deploy a prompt change to a percentage of traffic before full rollout), A/B testing infrastructure, instant rollback, and audit history covering which prompt version served which user and when.
Reliability Engineering for Agent Runs
Agent runs are long, stateful, and failure-prone.
Own retry and resume semantics so a run that fails mid-way does not restart from scratch.
Implement timeouts and circuit breakers on provider calls, dead-letter handling for failed runs, and queue and concurrency management for agent workloads.
SLO Ownership and Incident Response
Define and track SLOs for agent run latency and completion rates.
Lead incident response when SLOs are breached.
Write postmortems.
Surface reliability risks proactively before they reach users.
Safety and Compliance Operations
Run the moderation pipeline (prompt and output classification) in production.
Monitor for abuse patterns and own incident response when the agent misbehaves at scale.
Maintain audit logs and implement data retention and residency policies for prompts and generated code as enterprise requirements emerge.
AI-Assisted Engineering Discipline
Use Claude, Cursor, and similar tools day to day for infrastructure code, scripts, and pipelines.
Set the team standard for safe use, review, and validation of AI-generated infrastructure before it ships.
Requirements:
Hands-on production ownership of LLM-backed systems in operation (mandatory).
Must have personally shipped and operated at least one LLM-powered system in production, with operational responsibility including oncall, incident response, and reliability ownership.
Alternatively: strong DevOps or SRE background with demonstrated hands-on familiarity with LLMOps tooling (Langfuse, LangSmith, Braintrust, Arize, or equivalent).
POCs and lab work do not qualify.
5+ years of overall engineering experience
With at least 2 years in DevOps, SRE, platform engineering, or LLM operations roles.
This is not an ML science role.
A DevOps or SRE background with a substantive pivot into LLMOps is a strong qualification.
Observability and Tracing Depth
Production experience with LLM observability tooling - Langfuse, LangSmith, Braintrust, or Arize Phoenix.
Comfortable instrumenting with OpenTelemetry, Prometheus, and Grafana.
Able to build and search trace pipelines, define failure taxonomies, and surface quality signals from production traffic.
CI/CD and Quality Gate Experience
Strong with GitHub Actions or GitLab CI.
Experience building automated quality gates: eval-gated pipelines, regression enforcement, or coverage gates that block degrading changes from shipping.
Cost Management and Attribution for Usage-Based Services
Experience owning cost attribution for cloud API spend or equivalent.
Comfortable with budget alerts, anomaly detection, and per-user or per-task cost breakdowns.
Reliability Engineering for Long-Running, Stateful Workloads
Experience with queues, retry patterns, idempotency, and failure recovery on asynchronous or multi-step workloads.
Comfortable defining SLOs and being accountable for them on production systems.
Multi-Provider API Management
Familiarity with LLM provider rate limits, version pinning, fallback chains, and quota management across OpenAI, Anthropic, Google, or equivalent.
Infrastructure as Code and Deployment Automation
Hands-on with Terraform or Pulumi and Docker.
AWS working knowledge (EC2, S3, IAM, EKS or ECS).
Strong with CI/CD for deploying services and configuration changes safely.
Nice to Have
- Experience with prompt A/B testing or staged rollout infrastructure
- Workflow orchestration (BullMQ, Temporal, Celery)
- Content moderation pipeline experience
- Data residency and compliance requirements for AI systems
- Kubernetes (EKS) in production
- AWS certifications
Job Title : Automation Testing Engineer
Experience : 2 to 8 Years
Location : Chennai / Hyderabad
Work Mode : Work From Office
Mandatory Skills :
Playwright, TypeScript, Test Automation, Azure DevOps, SQL, and experience with IRT (Interactive Response Technology) platforms.
Key Responsibilities :
- Develop and maintain automated test scripts for web applications.
- Execute functional and regression testing to ensure application quality.
- Collaborate with development teams and stakeholders to validate requirements and test scenarios.
- Support test planning, execution, and defect tracking using Azure DevOps or similar tools.
- Perform data validation and ensure application reliability using SQL.
Required Skills :
- Strong experience in Test Automation using Playwright and TypeScript.
- Hands-on experience with IRT (Interactive Response Technology) platforms.
- Proficiency in Azure DevOps or similar test management tools.
- Good understanding of SQL and relational databases.
- Strong analytical, communication, and stakeholder management skills.
- Experience in Clinical Trials / Life Sciences domain is preferred.
Preferred Domain Experience :
- Exposure to randomization and patient allocation workflows.
- Understanding of blinding and unblinding processes.
- Knowledge of drug dispensing and inventory management.
- Experience with clinical study setup, execution, reporting, and data validation.
Job Description
A Product Designer is a professional who is in charge of translating the wants and needs of consumers into product design features. They must have a creative eye, be able to think outside the box in order to come up with new ideas or solutions that meet customer expectations, and create digital or print drawings as well as design fully-functional products
Roles and Responsibilities:
1. User Research: ○ Conduct user research to understand user needs, preferences, and behaviors. ○ Use research findings to inform design decisions and enhance the overall user experience.
2. Wireframing and Prototyping: ○ Create wireframes, user flows, and prototypes to visualize and communicate design ideas. ○ Iterate on designs based on feedback from stakeholders and usability testing.
3. Visual Design: ○ Develop visually engaging and consistent UI designs for digital products. ○ Ensure designs align with brand guidelines and maintain a cohesive visual identity.
4. Interaction Design: ○ Design and implement interactive elements to enhance user engagement and satisfaction. ○ Collaborate with development teams to ensure seamless integration of design and functionality.
5. Usability Testing: ○ Plan and conduct usability testing sessions to gather feedback and validate design decisions. ○ Analyze testing results and iterate on designs to improve overall usability.
6. Collaboration: ○ Work closely with cross-functional teams, including developers, product managers, and other stakeholders. ○ Communicate design decisions effectively and advocate for the user throughout the product development process.
7. Stay Updated: ○ Keep abreast of industry trends, best practices, and emerging technologies in UI/UX design. ○ Continuously improve skills and contribute to a culture of design excellence.
Experience and Skills you MUST have:
● Proven experience as a UI/UX Designer or similar role.
● Proficient in design tools such as Sketch, Figma, Adobe XD, or similar.
● Strong portfolio showcasing a range of design projects and problem-solving skills.
● Excellent communication and collaboration skills.
● Understanding of front-end development technologies and constraints.
● Familiarity with agile development processes
Layer Tech Solutions is looking for a detail-oriented Business Analyst with 1–3 years of experience to support our growing team. The ideal candidate will bridge the gap between business needs and technical solutions.
- Analyze business processes and identify areas for improvement
- Gather and document requirements from stakeholders
- Collaborate with cross-functional teams to develop solutions
- Prepare reports, dashboards, and presentations
- Strong analytical, problem-solving, and communication skills
- Experience with tools like JIRA, Confluence, or similar preferred
- Knowledge of IT services or software development lifecycle is a plus
Job Title: WordPress Web Developer
Location: Ahmedabad
Company Overview: We are a full stack marketing company focusing mainly on digital marketing across the entire funnel of customer journey. We are now looking for a web developer who can help us with all website development tasks.
Job Description: We are seeking a talented WordPress Web Developer to join our team. The ideal candidate will be responsible for developing, and maintaining WordPress websites, ensuring a seamless user experience and high-quality performance. The WordPress Web Developer will collaborate with the design and content teams to create visually appealing and functional websites that meet our clients' needs and align with the latest web development standards.
Responsibilities:
Design and develop responsive WordPress websites based on client requirements and industry best practices.
Customize and configure WordPress themes and plugins to create unique and engaging websites that reflect clients' brands and objectives.
Conduct website updates, maintenance, and troubleshooting to ensure optimal website performance, security, and functionality.
Optimize websites for speed, performance, and SEO, and ensure compatibility across various browsers and devices.
Collaborate with the design and content teams to ensure a seamless integration of visual elements and content on the website.
Stay updated with the latest WordPress updates, plugins, and web development trends to implement innovative solutions and improvements.
Provide technical support and guidance to clients and internal teams on WordPress-related issues and best practices.
Qualifications:
Proven work experience as a WordPress Web Developer, with a strong portfolio showcasing successful WordPress projects.
Proficiency in HTML, CSS, JavaScript, PHP, and other relevant programming languages for web development.
In-depth knowledge of WordPress, including theme and plugin development, customization, and troubleshooting.
Familiarity with SEO best practices and website optimization techniques.
Strong attention to detail and the ability to effectively manage multiple projects and deadlines.
Excellent communication and teamwork skills to collaborate effectively with cross-functional teams and clients.
Interested candidates please fill out this form - https://docs.google.com/forms/d/e/1FAIpQLScwBo_fycsKcFxqpkVe7SfXWoOekokk-L4eSrwvxjnB59gCfg/viewform
Job Type: Full-time
Salary: ₹360,000.00 - ₹420,000.00 per year
Schedule:Monday to Friday
Ability to commute/relocate:
Ahmedabad, Gujarat: Reliably commute or planning to relocate before starting work (Required)
Experience: Total work: 2 years (Required)
Expected Start Date: 01/11/2023
Primary Responsibilities
- Support enterprise account executives with solution selling into prospect account base
- Conducting in-depth product demonstrations of our solutions
- Presenting the products at events, conferences, seminars and webinars
- Partner with sales executives to plan, prepare and execute on strategic deals involving complex sales cycles
- Model the financial business case and ROI associated with each sales opportunity
- Successfully match customer pain/requirements to proposed solutions
- Create and deliver powerful presentations and demos that clearly communicate the uniqueness of the value proposition
- Manage all technical aspects of RFP / RFI responses
- Effectively communicate client needs to Customer Success team during handover as well as to Product and Product Marketing teams for future product enhancements
- Collect and document competitive intelligence
- Work closely with Account Managers to plan expansion within strategic accounts
Requirements - Proven work experience as a Sales Engineer at a B2B SaaS company, preferably in the cloud infrastructure domain
- Creativity to approach sales and build customer relationships in ground-breaking new ways
- Excellent written and oral communication skills
- Excellent organizational skills and a keen eye for detail
- Deeply data-driven with a growth mindset
- Negotiation and social problem-solving skills
- Ability to work in a complex sales environment and multitask
- Proven track record selling complex enterprise solutions
- Ability to forge strong, long-lasting relationships with senior executives
- Ability to creatively explain and present complex concepts in an easy to understand manner
- Solid technical background with understanding and/or hands-on experience in cloud technologies (Such as AWS and/or Azure and/or GCP, Automation, Orchestration, CI/CD tools, Scripting etc.)
- Excellent presentation and creativity skills
- Willingness to travel as needed
- BA/BS degree or equivalent
● 3-6 Years of experience with a Bachelor’s/Master's degree in Computer Science, Math, or related
technical domain
● Skilled in software development lifecycle, and designing and developing large-scale, multi-tiered,
distributed software applications, tools, systems or services using Object Oriented Design,
distributed programming, Java, Python, Node.js.
● Knowledge of ORM tools like Hibernate, JPA.
● Good knowledge of one or more relational and NoSQL databases
● Experience in deployment of microservices over Amazon Web Services
● Experience in delivering quality products using microservices architecture.
● Knowledge of Agile methodologies & best practices for the full software development life cycle,
including coding standards, code reviews, source control management, build processes, testing,
and operations
● Strong hold on Data Structure, Problem solving skills
To succeed at Zest, you will need
● Ability to operate and communicate with every business unit and level of hierarchy
● High levels of energy and enthusiasm for all that you do
● Be someone who does not take “no” for an answer and pushes for continuous innovation and
evolution
● Have extremely high standards in everything you do – you will be required to keep raising the bar
● Ability to think big and to inspire a vision in others
● Kindness, warmth and a positive, optimistic attitude
And what do you get in return?
● Opportunity to be part of one of the most exciting consumer growth stories in the world
● One of the best funded and most far advanced companies in the space (investors are leading
global VCs)
● We will teach you all you need to know about “Fintech”
● Endless amounts of learning and development – formal and informal
● Ability to work with some of the best, nicest and most passionate people in the digital lending
industry – from all over the world
● Founders with the right vision and motivation to make this a success story
● Freedom to work how you like (we do not do ‘facetime’)
● A culture of trust and honesty – we will not second guess you
● A flat structure with minimal politics or hierarchy
● Recognition and respect for your work
● Market beating compensation and Equity ownership for the best candidate
● Lunch, great healthcare, decent coffee and a nice office.
Exp Level: 6- 10 years
Job Location: Client location [Thuraipakkam , Chennai]
Front End:
- JAVA/J2EE (Mandatory)
- HTML/CSS – Basics would suffice
- JavaScript, JQuery, JQWidgets – Must be proficient and core skill requirement
Backend:
- .NET Framework (v4.5 and above) + C# (v5 and above) programming language: Core skill set and mandatory
- Windows WCF (SOAP) /Web-API (REST using JSON): Must be proficient
- Windows Server knowledge – IIS + Windows services: Basics from deployment perspective
- MS SQL server: Must be proficient with queries and database objects
Other Requirements:
- Minimum 3 years as a technical lead
- Experience in Business, Data, Technical Architecture and leveraging tools
- Ability to triage complex problems into smaller units that are amenable to being solved.
- Inquisitive and analytical mind
- Proven ability to manage non-direct reports to achieve results and to work in a multi-cultural multi-functional environment where consensus is critical for success
- Customer and end-user focused and have excellent oral and written communications skills
About Us:
With more than 19 years of experience, InfoBeans is a fast-growing (31% CAGR) software services provider company, with a committed team of over 800+ happy engineers based across multiple geographies - USA, Germany, UAE & India. Since inception, we have been developing cutting edge software solutions for various mid & large enterprises across all verticals. With our extremely innovative, dedicated & experienced team, we have developed robust & scalable solutions that helped our clients - overcome their technology and business hurdles. By the following industry-recognized best practices of software development, we consistently work towards our mission of Creating WOW!
InfoBeans is proud to have been awarded as "Great Place to Work" and "Dream Companies to Work For" among the top 50 IT/ITES firms in India.
Responsibilities:
1. Perform R&D in computer graphics and video contents editing. Help to develop new video editing/processing algorithms for our video and live streaming pipeline. Follow up state-of-art work in related fields and keep improving overall performance of our products.
2. Research and optimize algorithms/strategies of short video and streamed video coding.
3. Research and develop practical image enhancing algorithms. Follow up state-of-art work in related fields and keep improving overall performance of our video systems.










