Steer Lean Consulting Reviews by Employees

Description : Duties : We are looking for a product-minded engineer who can architect the "brain" of our application (AI/RAG/Python) and build the "face" that our customers interact with (React/UI). In this role, you won't just be integrating APIs. You will own the full verticaldesigning Agentic workflows, optimizing vector search, and building pixel-perfect, responsive interfaces that make complex data feel intuitive. If you are passionate about merging traditional software engineering rigor with bleeding-edge AI development, this is your team. The Tech Stack : - Frontend : ReactJS, Redux (Saga), Material UI, Storybook. - Backend : Node.js (Service Layer), Python (AI/Data Layer). - AI/Data : RAG, LangGraph, pgvector (PostgreSQL), Embeddings. - Infrastructure : AWS (EKS, Lambda, S3), Docker, Kubernetes. Key Responsibilities : AI & Backend Engineering : - Build and expand Spendscape's intelligence layer, including RAG pipelines, embedding workflows, and model orchestration. - Design schemas and optimize queries for pgvector to ensure fast, scalable similarity search. - Develop APIsincluding AI inference endpointsusing Node.js and Python. - Build prototypes and validate AI-driven features (chat flows, agents, text-to-SQL,insights generation). Frontend & Product UI : - Own the UI : Design and develop scalable, responsive web applications using ReactJS and Material UI. - Translate complex AI outputs (streams, data visualizations) into buttery-smooth user experiences. - Manage complex frontend state using Redux and Redux Saga. - Maintain a high bar for UX, ensuring the application feels "magical" and responsive, not static. Infrastructure & Quality : - Troubleshoot issues across STAGING and PROD, covering data, web services, and model-serving infrastructure. - Collaborate with Product and Data teams to define "AI Safety" guardrails and security protocols. - Conduct code reviews to enforce engineering standards, testability, and security best practices. Skills : Qualifications : - Experience : 5+ years of experience in full stack development. - Frontend Mastery : Strong experience with ReactJS, Material UI, and component based design systems. - You care about how the application looks and feels. - State Management : Experience with Redux and Redux Saga (or similar complex state management libraries). - Backend Versatility : Proficiency in JavaScript/TypeScript (Node.js) and Python for backend or AI workflows. - AI/LLM Exposure : Hands-on experience with : a. RAG architectures. b. Embedding models and vector strategies. c. Prompt engineering and model interaction patterns. - Database Skills : Strong knowledge of relational databases, specifically PostgreSQL and the pgvector extension. - Cloud Native : Familiarity with AWS services and CI/CD tools (GitHub Actions, CircleCI). - DevOps & Orchestration : Strong experience with Docker and Kubernetes (EKS, Helm). - You are comfortable containerizing your own services and debugging deployment issues. - Agentic Frameworks & Protocols : Hands-on experience with LangChain, LangGraph, or CrewAI. - Familiarity with emerging standards like MCP (Model Context Protocol), Agent-to-Agent (A2A) communication, and Agentic UI (AG-UI) patterns. - SaaS Scale : Experience building SaaS applications with heavy data pipelines or ETL workflows. - Advanced Data : Experience migrating legacy search to vector-based search. Education : Bachelor's degree in Computer Science or similar, advanced degree preferred.

Gurgaon/Gurugram

Senior Full Stack AI Engineer - Python/Node.js/React.js 

Description : Duties : As Senior Full Stack Engineer, you will work in small teams in a highly collaborative way, use the latest technologies and enjoy seeing the direct impact from your work. Our highly skilled system architects and development managers configure software packages and build custom applications, creating the foundation for rapid and cost-effective implementation of systems that maximize value from day one. Our development teams are small, flexible and employ agile methodologies to quickly provide our consultants with the solutions they need. We combine the latest open source technologies together with traditional Enterprise software products. The Role : We create both rapid prototypes, usually in 2 to 3 weeks, as well as full-scale applications typically within 2 to 3 months, by working collaboratively and iteratively through design and development to deliver fully functioning web-based and mobile applications that meet business goals. Our Front-End Developers contribute to the architecture across the technology stack, from database to native apps. Key Responsibilities : Frontend Development : - Develop responsive, performant UI applications using React/Next.js. - Implement reusable components and state management using modern frameworks. - Integrate frontend with backend RESTful APIs and microservices. - Ensure UI/UX consistency in collaboration with design teams. Backend Development (.NET Core & Python) : - Design, build, and maintain backend services using .NET Core. - Implement efficient data access layers with Dapper. - Develop data processing pipelines and orientation services in Python (Pandas). - Optimize API performance and scalability to support high-volume transactions. Agentic & Automation Systems : - Build and integrate agentic workflows to automate backend and data tasks. - Design modular agentic components for monitoring, self-correction, and task delegation. - Collaborate with AI/ML teams to incorporate LLM-based decisioning into services. - Ensure agentic systems follow robust guardrails, observability, and failover logic. System Design & Architecture : - Contribute to architecture of full-stack applications and distributed systems. - Design scalable microservices and event-driven components. - Ensure architecture aligns with business requirements and modern engineering standards. Code Quality & Best Practices : - Write clean, testable, well-documented code across the stack. - Conduct code reviews and ensure adherence to development standards. - Implement automated testing for UI, backend APIs, and data pipelines. Collaboration & Communication : - Work closely with cross-functional teamsfrontend, backend, AI/ML, product, and DevOps. - Mentor junior developers and contribute to internal engineering best practices. - Translate business needs into technical solutions. Troubleshooting & Maintenance : - Diagnose and resolve frontend, backend, and data-processing issues. - Monitor system health, performance, and agentic workflows. - Ensure high availability, stability, and security of applications. Experience : Required Skills & Qualifications : - 7+ years of professional full-stack development experience. Skills : Position Overview : The ideal candidate will have 67 years of experience across backend and frontend development, with strong expertise in .NET Core, Dapper, Python (Pandas), and modern JavaScript frameworks (React/Next.js). The role requires designing scalable full-stack solutions, building intelligent and automated agentic workflows, and contributing to a robust engineering culture. You will work across the entire product lifecyclefrom system design to deploymentwhile integrating AI-driven automation into existing systems. Technical Expertise : Frontend : - Strong proficiency in React/Next.js, JavaScript/TypeScript, HTML, CSS. - Experience integrating frontend with backend microservices. Backend : - Strong hands-on experience with .NET Core and microservices. - Proficiency with Dapper for ORM and efficient DB access. - Solid Python skills, especially for data processing using Pandas. Agentic Systems : - Experience building or integrating AI/agentic workflows, automation services, or LLM-powered systems. - Understanding of task orchestration, multi-agent patterns, and guardrail design. Database Skills : - Strong knowledge of relational databases : SQL Server, PostgreSQL, MySQL. - Skilled at writing complex SQL queries and performance tuning. System Design : - Deep understanding of design patterns, scalable architectures, and distributed systems. - Experience with microservices, event-driven design, or serverless architectures is a plus. Testing & Debugging : Experience With : - Unit testing (xUnit, NUnit, Jest). - Integration & end-to-end testing. - Debugging across full stack. Tools & Platforms : - Git and modern version control practices. - Familiarity with CI/CD pipelines (Azure DevOps, GitHub Actions, GitLab CI). - Experience with cloud environments : AWS, Azure, or GCP. Soft Skills : - Excellent communication and cross-team collaboration abilities. - Strong problem-solving and analytical skills. - Ability to mentor junior engineers and contribute to a healthy engineering culture. - Proactive learner with enthusiasm for emerging technologies and agentic automation. Education : Bachelor's degree in Computer Science or similar, advanced degree preferred.

Senior Full Stack Engineer - .Net Core/React.js 

Description : Overview : We are seeking a skilled and experienced Network Operations Engineer to join the contractor program in supporting critical customer engagement. This role is ideal for an experienced network operations engineer who takes ownership of complex incidents and ensures stable, well-documented operation of large-scale production networks. The successful candidate will work closely with the customer's Network Operations team to ensure operational excellence and stability of the secure network environment. Required Credentials : - 3+ years of hands-on experience in network operations or infrastructure support. - Formal education in computer networking, information technology, or equivalent practical experience. Required Qualifications : - Proven experience supporting large-scale, 24x7 production network environments, including participation in on-call rotations. - Strong hands-on operational experience with enterprise and service-provider networking infrastructure, including routers, switches, firewalls, VPNs, and load balancers. - Deep troubleshooting expertise across TCP/IP and advanced L2/L3 networking, including LAN, WAN, backbone, and edge networks. - Solid working knowledge of routing, switching, and transport technologies such as BGP, OSPF, IS-IS, MPLS, Spanning Tree, QoS/CoS, IPv4/IPv6, MACSec, and Anycast. - Experience working with multiple network vendors in production environments (e.g., Juniper, Cisco, Arista, Ciena). - Strong understanding of network security operations, including policy implementation, firewall rule management, and mitigation or coordination during DDoS and network integrity incidents. - Ability to perform root cause analysis for recurring or high-impact incidents and propose operational improvements. - Experience creating, reviewing, and maintaining network documentation, diagrams, and SOPs. - Demonstrated ability to communicate clearly and professionally with customers during incidents, status updates, and post-incident reviews. - Strong written and verbal English communication skills suitable for direct customer interaction. Useful Qualifications : - Experience developing or maintaining operational automation using scripting languages such as Python, Perl, or shell. - Working knowledge of Linux or Unix-based systems (e.g., Red Hat or FreeBSD) in support of network services. - Familiarity with packet filtering and host-based firewall technologies (e.g., iptables, IPFW). - Exposure to version control systems and collaborative tooling for operational code or scripts. - Informal mentoring or guidance of junior engineers in a NOC or operations environment. - Limited exposure to cloud networking concepts (not required and not a primary responsibility). Below covers the scope of work we anticipate the contractor supporting throughout the project timeline. Scope And Solution Expectations : - Serve as a Tier 2 escalation point for complex or high-impact network incidents originating from Tier 1. - Perform in-depth troubleshooting and resolution across routing, switching, transport, and security layers within production environments. - Lead incident response activities, including coordination, communication, and technical execution, while maintaining customer confidence. - Conduct root cause analysis for incidents and contribute to corrective and preventive actions. - Review and improve standard operating procedures, runbooks, and monitoring practices. - Identify opportunities for operational efficiency and automation to reduce manual effort and recurring issues. - Ensure network changes and fixes align with approved processes and do not introduce unnecessary risk. - Provide technical guidance and day-to-day support to Tier 1 engineers without formal people management responsibility. The role focuses on operations, stability, and incident resolution and does not include network architecture design or long-term platform ownership.

Pune

Network Operations Engineer - Routing & Switching 

Description : Overview : We are seeking an experienced Linux System Administrator who is a subject matter expert when it comes to DNS to join the contractor program in supporting critical customer engagement. This role is ideal for an engineer who loves puzzles and problem-solving, is curious, is not afraid to ask questions, is helpful to others, enjoys mentoring and teaching, and has experience with DNS, network, -nix operating systems, and coding. The successful candidate will work closely with the customer's DNS system team responsible for the design, implementation, and operations of the DNS systems to deliver at-scale solutions. Required Credentials : - Experience in networking. - Formal education in computer networking, information technology, or equivalent practical experience. Required Qualifications : - Environment : RHEL, Bind, PowerDNS, Terraform, Ansible, AWS, GCP. - Coding : Perl, PHP, Python, C++, golang. - Development : maintain and improve existing code consisting of tools, automation, services, etc.; develop new solutions for our internal customers. - Troubleshooting : understanding of -nix os, networking protocols, applications our services run to be able to diagnose and fix problems. - Attitude : Friendly, enjoys working with others and will keep up with and learn new technology; Sense of ownership of our service and an if-not-me-then-who attitude about fixing things. Useful Qualifications : - BS degree or equivalent industry experience. - Typical candidates have a BS degree in Computer Science, Electrical Engineering or 5 years of equivalent experience. - Candidates must be comfortable coding and be willing to learn or code in a variety of languages. - Perl, Python, golang, PHP, and C++. (We dont expect someone to be an expert in all of them). - Candidates must understand basic networking principles and can explain how and why packets flow the way they do. - Candidates must have a base understanding of process, memory, filesystem, networking, and common troubleshooting techniques on -nix and RHEL-like operating systems. Contractor Scope Of Work Delivery Expectations : - Below covers the scope of work we anticipate the contractor supporting throughout the project timeline. Scope And Solution Expectations : - Operate, maintain, and support production DNS platforms running on Linux and other -nix-based systems, ensuring high availability, performance, and reliability at scale. - Participate in the design, implementation, and day-to-day operations of DNS services, working within established architectures and contributing improvements where appropriate. - Troubleshoot and resolve complex DNS, system, and network-related issues, performing deep technical analysis to identify root causes and implement durable fixes. - Identify opportunities for automation and operational improvements, and develop scripts or tooling to reduce manual effort and increase consistency. - Maintain and improve system configurations, monitoring, and alerting related to DNS infrastructure. - Contribute to the evaluation and adoption of new technologies or approaches that improve DNS reliability, scalability, or operational efficiency. - Create and maintain clear technical documentation, runbooks, and SOPs to support operational continuity and knowledge sharing. - Collaborate closely with peers across infrastructure, network, and application teams to resolve cross-domain issues. - High sense of ownership, accountability, and collaboration.

Linux System Administrator - DNS/RHEL 

Description : - Watch and support trading systems to make sure they run smoothly in real time. - Fix technical issues related to networks, databases, messages, and applications. - Manage daily operations like deployments, upgrades, and system checks. - Handle incidents and outages, work with engineering teams, and keep systems healthy. - Improve reliability and processes by checking logs, preparing documentation, coordinating with teams, and suggesting better ways to work. Key Requirements : - 5+ years of experience in production and application support, preferably in fintech or trading systems. - Strong skills in Python and working with Linux/Unix systems. - Excellent problem-solving, attention to detail, and ability to stay calm under pressure during trading hours

Production & Applications Support Engineer 

Description : We are seeking an experienced AI Architect to lead the design, development, and deployment of large-scale AI solutions. The ideal candidate will bridge the gap between business requirements and technical implementation, with deep expertise in generative AI and modern MLOps practices. Key Responsibilities : AI Solution Design & Implementation : - Architect end-to-end AI systems leveraging large language models and generative AI technologies - Evaluate and integrate LLM APIs from leading providers (OpenAI, Anthropic Claude, Google Gemini, etc.) - Establish best practices for prompt engineering, model selection, and AI system optimization Model Development & Fine-tuning : - Fine-tune open-source models (Llama, Mistral, etc.) for specific business use cases Infrastructure & Deployment : - Deploy and manage AI models at enterprise scale using containerization (Docker) and orchestration (Kubernetes) - Build robust, scalable APIs using FastAPI and similar frameworks - Design and implement MLOps pipelines for model versioning, monitoring, and continuous deployment Minimum Requirement : - At least 5+ years of experience in machine learning engineering or data science - At least 1+ years of hands-on experience building, deploying, and managing generative AI models in production - Proven track record of delivering large-scale ML solutions Technical Skills : - Expert-level proficiency with LLM APIs (OpenAI, Claude, Gemini, etc.) - Hands-on experience fine-tuning transformer models (Llama, Mistral, etc.) - Strong proficiency in FastAPI, Docker, and Kubernetes - Experience with ML frameworks (PyTorch, TensorFlow, Hugging Face Transformers) - Proficiency in Python and modern software development practices - Experience with cloud platforms (AWS, GCP, or Azure) and their AI/ML services Core Competencies : - Strong understanding of transformer architectures, attention mechanisms, and modern NLP techniques - Experience with MLOps tools and practices (model versioning, monitoring, CI/CD) - Ability to translate complex business requirements into technical solutions

AI Architect 

Description : Overview : We are seeking a highly skilled and experienced Senior Data Engineer (L4) to join the program in supporting critical customer engagement. We are looking for a candidate to design and build scalable data pipelines on GCP, responsible for replacing end-of-life legacy ETL tools with modern cloud frameworks and building core data models. This role is ideal for a self-starter who possesses strong analytical problem-solving skills, specifically the ability to reverse-engineer undocumented legacy code and map it to modern logic without losing business context. The ideal candidate adapts quickly between different technologies (Java, SQL, Python) and maintains rigorous attention to detail to ensure zero-discrepancy migrations. The successful candidate will work closely with the Program Manager and customer stakeholders to ensure project success from initial definition through final delivery. Required Credentials : 5 - 7 Years of Experience. Required Qualifications : - GCP Data Stack : Expertise in BigQuery, Cloud Composer, Cloud SQL, and Dataplex. - Transformation : Proficiency in Dataform, Advanced SQL, and Python. - Legacy Migration : Ability to read and interpret Oozie, Pig, Hive, and proprietary ETL configurations. - DevOps : Experience with GitHub Actions, Docker, and basic Terraform knowledge. Useful Qualifications : - Experience with large-scale historical data migrations from on-prem Oracle/MySQL sources. - Familiarity with "Silver and Gold" data modeling layers. Contractor Scope of Work Delivery Expectations : Below covers the scope of work we anticipate the contractor supporting throughout the project timeline. Scope And Solution Expectations : - Pipeline Development : Design and implement GCP-based ETL/ELT pipelines using Cloud Composer, BigQuery, and Dataform to replace legacy Hadoop-stack jobs. - Data Modeling : Build core data models (Silver and Gold Layers) in BigQuery for downstream analytics and reporting. - Governance Implementation : Ensure data quality and governance by implementing Dataplex, Data Validation Tools (DVT), and automated quality checks. - Migration Execution : Perform large-scale historical data migrations from on-prem Oracle/MySQL to BigQuery and Cloud SQL. - CI/CD : Develop and implement CI/CD pipelines for all data transformation jobs using GitHub Actions.

Senior Data Engineer - ETL 

Description : We are seeking a highly skilled and experienced Senior Full Stack Developer to join our dynamic engineering team. The ideal candidate will have a strong background in both frontend and backend development, with a particular focus on building web applications with React JS and NodeJS in a component-based design system. This role will be integral in maintaining and improving our Spend Analytics Software, which empowers critical procurement decisions and drives innovation and growth across client organizations. We expect the candidate to have 5+ years of experience and to have considerable hands-on experience in an individual contributor capacity. Additionally, we would prefer candidates with good analytical approach, structured communication skills and being comfortable in shaping the problem statement and contributing to the solutions instead of executing predefined set of tasks. Key Responsibilities : - Design, develop, and maintain scalable web applications and microservices. - Collaborate with cross-functional teams to develop new capabilities, features, and services in line with user demand, ensuring a security-first mindset. - Optimize and enhance existing frontend and backend components for performance, reliability, and scalability. - Develop and integrate APIs with third-party sources to enrich data assets. - Conduct testing and validation of prototypes and final products, ensuring high quality and performance. - Provide ongoing post-production support for new features and integrations. - Address and resolve issues in STAGING and PROD environments, ensuring platform stability and security. - Maintain comprehensive technical documentation and user-oriented documentation. - Participate in sprint planning, task estimation, and progress tracking using tools like Jira. - Conduct code reviews to ensure adherence to coding standards and best practices. Qualifications : - 4-5+ years of experience in full stack development, with a focus on building scalable web applications. - Strong experience with React JS, Material UI and Storybook components with focus on component-based design system. - Experience with state management using Redux and Redux Saga - Knowledge of Build tools and Code Splitting with Vite, Webpack and similar. - Experience with Grid systems like Dev Express Grid will be a plus. - Familiarity with Logging and Monitoring in Frontend Systems - Proficiency in JavaScript, and experience with backend frameworks such as Node JS. - Strong knowledge of databases, including Postgres and Redis. - Good to have knowledge of big data tools similar to Apache Spark, Apache Iceberg, and Trino/Presto. - Proficiency in AWS services, including S3, RDS, EKS, and Secrets Manager. - Familiarity with CI/CD tools such as GitHub Actions and Circle CI. - Experience with containerization and orchestration tools, including Docker, Kubernetes, and Helm charts. - Excellent problem-solving skills and the ability to troubleshoot complex issues. - Strong communication and team collaboration skills. Skills : Required Skill Sets : - React JS (required) - Material UI - Storybook - Component based design system - State Management : Redux - Redux Saga - Frontend security & CSP - Server sent events - Grid systems like Dev Express Grid will be plus - Logging and Monitoring in Frontend Systems - Authentication & Authorization handling - Responsive Design Patterns - Build tools and Code Splitting - Vite, Webpack etc. Programming languages & Framework : - Node JS (required) - Python (required) - PySpark (major plus) - Java (good to have) - Bash (good to have)

Senior Full Stack Developer - React.js/Node.js 

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