Total 192 job vacancies in Pune

Quadric delivers its GPNPU as soft IP — RTL and implementation collateral — enabling customers to integrate our processor into their own SoCs across a range of process nodes and foundries. You will drive PPA optimization across IP configurations, build the scalable reference flows customers use to evaluate and integrate our IP, and provide hands-on implementation support to customers working toward their tapeouts.

Responsibilities

PPA Optimization & Analysis

• Drive PPA analysis and optimization for Quadric GPNPU soft IP across process nodes and hardware configurations — timing, area, leakage, and dynamic power
• Apply low-power techniques (clock gating, multi-Vt, operand isolation) and synthesis/P&R knobs to hit frequency and area targets
• Characterize the IP design space across configurations and build PPA models that support customer evaluations and pre-sales engagements
• Partner with RTL and architecture teams early to quantify tradeoffs and influence design decisions before they become costly to reverse

Reference Flow Development

• Build and maintain a scalable RTL-to-GDS reference flow for Quadric soft IP that customers can use to evaluate, integrate, and close PPA in their own SoC environment
• Ensure the flow is portable across supported process nodes with clear BKMs, SDC templates, floorplan scripts, and integration guidelines
• Develop TCL and Python automation — and leverage AI coding tools such as Claude — to accelerate flow development, reduce manual effort, and improve repeatability
• Qualify EDA tool updates and benchmark QoR impact before rolling into the reference flow

Customer Integration & Tapeout Support

• Act as the primary PD contact for customers integrating Quadric soft IP, guiding them from evaluation through their SoC tapeout
• Help customers adapt the reference flow to their process node, foundry PDK, and internal design environment
• Triage and resolve customer-reported implementation issues — timing, congestion, power, or flow failures — working with internal teams to deliver fixes or updated collateral
• Support FAE and business development with PPA feasibility studies for new customer engagements

Collaboration & Documentation

• Work with architecture, RTL, and software teams to ensure IP deliverables meet customer-facing PPA targets
• Document methodologies, BKMs, and optimization learnings; maintain process node bring-up guidelines to support IP portability

Education & Experience

• BS/MS in Electrical Engineering, Computer Engineering, or related field
• 4+ years of ASIC or processor IP physical design experience focused on PPA optimization and flow development across advanced nodes

Technical Skills

• Proficiency with industry-standard physical design tools from Synopsys or Cadence (synthesis, place-and-route, and timing analysis)
• Experience with advanced FinFET process nodes (16nm and below); multi-node experience preferred
• Strong TCL scripting and Python automation skills
• Solid understanding of synthesis and P&R levers for PPA — timing paths, cell selection, congestion, and power intent
• Hands-on experience with low-power design techniques and MCMM timing analysis
• Comfort using AI tools (e.g., Claude, Copilot) to accelerate script development, automate repetitive EDA tasks, and improve workflow productivity
• Understanding of DFT concepts (scan, ICG bypass) and their physical design implications

Nice to Have

• Experience delivering soft IP to external customers or supporting SoC integrators through tapeout
• Background in AI accelerator, NPU, or DSP processor IP implementation
• Exposure to metrics-driven QoR tracking and large-scale synthesis run management

Job Summary
We are seeking an experienced and dynamic individual to join our team as a Strategy Implementation and Market Development Manager. The ideal candidate will be responsible for implementing strategies outlined by the Project Management Team, gathering customer feedback, and analysing market trends. Additionally, the role involves establishing and maintaining relationships with key opinion leaders within the designated region, monitoring competitor information, and staying updated with doctors' prescription trends through collaboration with pharmacy managers. The incumbent will also be responsible for planning and executing Continuing Medical Education (CME) initiatives and other relevant activities to uphold the company's brand image.
 

Roles & Responsibilities
• You will be responsible for promotion of the products by implementing marketing strategies using visual aids and feedback to the Project Management Team (PMT) while assessing competitors' products. Analyse doctor prescription trends to pitch products aligned with their preferences for specific molecules. Engage with pharmacists to gather data on competitor products, enhancing brand value and maintaining a competitive edge.
• You will be responsible to foster relationships with key opinion leaders and doctors, gathering feedback and competitor information, while providing medical support through Continuing Medical Education (CME) and resolving queries. Collaborate with the project management team to organize Sparsh and life awareness programs, nurturing positive connections with stakeholders.
• You will be responsible of weekly goal setting for each product and each doctor, study market trend and competitors’ products to understand their influence on customers in order to ensure that goals set for each week are achieved and overall yearly sales targets are met.
• You will be responsible to coordinate field activities for Continuing Medical Education (CME) programs, persuading doctors to participate with the company.Arrange speakers and venues for CME events, collaborating with other divisions to jointly organize the sessions.
• You will be responsible to manage logistics for corporate social responsibility initiatives like the awareness for Life program, contributing to the establishment of the company's brand image within the medical community.
• You will be responsible to review the sales of existing products through weekly sales review meetings, weekly statements from stockiest and compare against set targets, take corrective actions in case of any shortfalls to ensure that weekly sales targets are achieved.
• You will be responsible to manage Territory Data by regularly engaging with pharmacy managers and distributors to collect sales data and input RCPA data into the Unnati portal.
• You will be responsible to maintain an updated list of doctors within the designated area via handheld devices, and regularly meet with retailers to track product status.
• You will be responsible to organize monthly schedules using palm-top devices, inputting visit data and generating reports as necessary to ensure the portal contains the latest information.

As a Data Scientist in our Search Squad, you will play a pivotal role in shaping the future of our customer-facing search experience. You will be the go-to expert for machine learning within the team, taking ownership of our search algorithms and driving their evolution. This is a unique opportunity to have a significant impact on a high-traffic, business-critical product. 

Responsibilities: 

• Take ownership of the existing "Learning to Rank" ML algorithm, from understanding its current implementation to identifying areas for improvement. 

• Design, develop, and deploy a new, state-of-the-art search algorithm to replace the current one, with a focus on fine-tuning and performance optimization. 

• Tailor the search algorithm to our diverse customer categories, with a special focus on FSD customers, to provide a more personalized and relevant search experience. 

• Collaborate closely with the backend and frontend engineering teams to integrate and deploy your ML models in our production environment using Kubernetes and ArgoCD. 

• Work with our existing search infrastructure, which includes Solr and Elasticsearch for pre-filtering, to ensure seamless integration of your machine learning solutions. 

• Act as the subject matter expert for data science within the Search Squad, providing guidance and sharing your knowledge with a team of talented engineers.

Role Overview

An AI Engineer at METRO unlocks the potential of AI for full organization. Rapidly delivers business-driven AI solutions by integrating existing cloud models and APIs, rather than inventing new algorithms. An AI Engineer builds digital agents and engineers the future of smart wholesale by delivering pragmatic, secure, maintainable, and observable AI powered solutions, that drive business value. Curious to get more information about the team, the products, or the tech stack?

Key Responsibilities

• Rapidly deliver business-driven AI solutions by integrating existing cloud models and APIs, focusing on practical implementation rather than developing new algorithms.
• Translate business goals into AI-powered solutions, ensuring technical feasibility through collaboration with squad leads, data scientists, architects, and full stack engineers.
• Integrate Google Cloud AI services and models into microservices and workflows to support scalable and maintainable solutions.
• Design, implement, deploy, and monitor intelligent agents to support automation and personalization.
• Build and maintain CI/CD pipelines using Cloud Build and GitHub Actions, collaborating closely with DevOps engineers and SREs for robust deployment and monitoring.
• Maintain comprehensive documentation including API references, runbooks, architecture diagrams, and conduct internal demos and training sessions.
• Ensure all AI solutions comply with METRO’s corporate policies on responsible AI and ethical standards.

Role Overview

At Konecranes, we’re not just building technology — we’re building the future of how the world lifts, moves, and operates. As we expand our Digital & Automation capabilities across the globe, we’re looking for a passionate RPA Consultant who’s excited to transform business processes through automation, intelligence, and innovation.

You will collaborate with cross‑functional teams across the globe and contribute to automation programs related to SAP S/4HANA and ITSM.

Key Responsibilities

• Exploring and analyzing business processes to uncover automation potential.
• Crafting crystal-clear Process Design Documents (PDD) and Solution Design Documents (SDD) that bring automation concepts to life.
• Develop, test, and deploy RPA solutions using UiPath, Automation Anywhere, or Blue Prism.
• Ensure bots are designed for scalability, maintainability, and robust exception handling.
• Support UAT, deployment, and post‑go‑live stabilization activities.
• Monitoring and fine‑tuning workflows to keep them optimized and efficient.
• Working closely with business and IT teams while sharing knowledge and documentation.
• Maintaining compliance with governance, security, and Segregation of Duties (SoD) standards.
• Upholding global ISO 14001 & 45001 environmental and safety commitments.

The role is based in our office in SP Infocity, Pune – but it goes without saying that the hybrid working is a part of our modern ways of working.

What You Bring to the Table           

Educational Qualification

• Bachelor’s degree in Computer Science, Information Technology, or a related field.

Experience

• Minimum 2–4 years of hands-on experience in RPA development and automation.

Technical Skills Must Haves

• Proficiency in at least one major RPA platform: UiPath, Automation Anywhere, or Blue Prism.
• Programming knowledge in Python, .NET, Java, or VB.
• Understanding of APIs, SQL databases, and system integrations.
• Experience working with Agile/DevOps methodologies.
• Strong analytical, problem‑solving, and communication skills.

Good-to-Have Skills / Value-Added Skills

• Exposure to SAP S/4HANA and ITSM platforms such as ServiceNow.
• Experience with process mining tools (e.g., Celonis).
• Knowledge of Microsoft Power Platform (Power Automate, Power Apps).

AI & Intelligent Automation (Highly Valuable)

• Understanding of AI/ML concepts and automation use cases
• Experience with Generative AI tools (Copilot, Open AI integrations, etc.)
• Knowledge of Intelligent Document Processing (IDP) platforms
• Ability to integrate RPA and AI to develop end-to-end intelligent automation solutions

We are looking for a creative, digitally‑savvy Learning Content Design Specialist to join our Client Training team. This role sits at the intersection of instructional design, content writing, and basic digital learning production, and plays an important role in helping NielsenIQ deliver modern, scalable learning experiences that support both our people and our clients. 

In this role, you will create learning content that translates NielsenIQ’s products, platforms, and ways of working into clear, practical learning for a global audience. You will translate technical subject matter into clear, engaging, action‑oriented learning assets across multiple digital formats, supporting both internal associates and external learners. 

This is an individual contributor role for someone who enjoys hands‑on content creation, and is energized by building learning for the modern, self‑directed learner. 

Key Responsibilities – What you will do: 

• Design and develop high‑quality learning content using sound instructional design principles and adult learning theory to help learners build knowledge and apply new skills 

• Support the development of learning assets across multiple formats, including microlearning, eLearning, virtual instructor‑led training (vILT), videos, job aids, and learning guides 

• Write clear, learner‑centric scripts and storyboards that effectively guide development and production 

• Translate highly technical content into simple, actionable language that supports real‑world application 

• Partner closely with subject matter experts to shape content that meets learner needs while maintaining technical accuracy 

• Collaborate with digital content creators, multimedia specialists, and other learning partners to bring designs to life 

• Contribute to the evolution of NielsenIQ’s learning approach, supporting the shift from instructor‑led to digital, blended, and self‑directed learning experiences 

• Apply stakeholder and learner feedback to continuously improve learning content and experiences 

• Maintain high quality standards for learning deliverables while managing multiple priorities and deadlines 

For the Client (may include but is not limited to the following):

• To review and approve post-marketing Individual Case Safety Reports (lCSRs) and Serious Adverse Event (SAE) reports occurring in clinical trials for medical/causality assessment. Review includes coding, assessment of seriousness, listedness/expectedness and Company causality, as well as writing of Company comment, follow-up questions and Analysis of Similar Events, when required. Including completion of all required supporting documentation such as trackers.
• To support the Qualified Person for Pharmacovigilance (if not medically qualified) in the medical understanding and evaluation of any safety issues
• To review and provide input in periodic reports
• To review literature screening search strategy
• To review articles to determine if they contain ICSRs/SAEs related to the relevant Medicinal Product or other safety related findings
• Reviewing database outputs
• Can be delegated to support signal detection activities upon acquiring sufficient experience
• Proposing a course of action whenever a new risk is identified

About Job:

Senior Software Development Engineer, Pune, India 

 Responsibilities:

• Understanding business requirements and how they fit into the overall, global solution design  
• Embracing end-to-end the development and maintenance of any new feature including the estimation, the development and validation of new code, the design of testing scenarios up to the deployment into production  
• Following source and test-driven development best practices  
• Troubleshooting and identifying root cause analysis while resolving the issues  

We are looking for a detail-oriented Intercompany Analyst to support our global

finance operations. In this role, you will manage intercompany transactions,

reconciliations, settlements, and month-end close activities while partnering closely

with regional and global finance teams. This role is ideal for someone who enjoys

working with numbers, solving discrepancies, and driving process excellence in a

multinational environment.

Key Responsibilities

• Manage and process intercompany transactions, invoices, and journal entries.

• Perform monthly intercompany reconciliations and resolve mismatches with

global entities.

• Support month-end close activities, including preparing IC reports and

schedules.

• Coordinate with local and global finance teams to validate balances and ensure

timely settlements.

• Ensure compliance with accounting standards, internal controls, and transfer

pricing guidelines.

• Support internal/external audits with documentation and explanations.

• Identify process gaps, contribute to automation projects, and help strengthen IC

governance.

Sales of all Bosch Rexroth products for Agriculture segment in WZ
Regular customer visits & building excellent customer relationship
Generating new enquiries
Techno-commercial proposal offering & negotiation with customers
Driving new projects
Offer new concepts & products to grow market share
Responsible for creating excellent customer experience
Responsible for achieving all key KPI’s
Resolving customer quality topics on top priority

We are seeking a highly technical, senior-level Senior Marketing Automation Specialist to own and evolve our marketing automation and data ecosystem. This is a senior individual contributor role for someone who combines deep platform expertise, systems thinking, and strategic insight.

You will be responsible for architecting, administering, and optimizing our core marketing technology stack—primarily Pardot (Marketing Cloud Account Engagement), Salesforce, Knak, Ringlead, 6sense, Qualified, UTM tools, and Revsure (or similar AI-driven platform for campaign optimization, budget allocation, performance reporting, etc) —ensuring seamless data flow, strong governance, and scalable automation across the revenue funnel.

This role is ideal for someone who thrives in a hands-on, engineering-oriented environment, takes full ownership of systems, and partners cross-functionally to drive meaningful business impact.

Key Responsibilities

Marketing Automation & Platform Ownership

• Administer and optimize Pardot (Marketing Cloud Account Engagement) as the core marketing automation platform
   

• Manage database health and capacity, including prospect and account field maintenance
   

• Build and maintain segmentation frameworks and dynamic lists to support targeted campaigns
   

• Design, implement, and optimize Engagement Studio programs for lead nurturing and automated data handling
   

• Oversee data synchronization between Pardot and Salesforce, ensuring accuracy and consistency

• Manage data ingestion from external sources including forms, form handlers, and third-party integrations

Systems Integration & Data Engineering

• Own and maintain integrations across the martech ecosystem, including:
   

  • Salesforce, 6sense, Website, Goldcast
     

  • Form handler-based integrations (e.g., LinkedIn, BrightTALK, NetLine, Qualified)
     

• Support Goldcast administration for event data integration and flow into marketing systems
   

• Oversee API integrations and ensure reliable, scalable data movement across systems

• Administer and govern UTM tracking frameworks, naming conventions, and taxonomy

Lead Management & Data Operations

• Architect and optimize lead management journeys across Pardot, Salesforce, Ringlead, and Qualified
   

• Manage lead enrichment, deduplication, and routing processes using tools such as Ringlead
   

• Design and maintain lead scoring models and grading frameworks
   

• Govern campaign and lead data to ensure consistency, accuracy, and usability

• Maintain strong standards for data quality, normalization, and lifecycle management

Campaign Enablement & Execution Support

• Partner with marketing teams on multi-channel campaign planning and execution
   

• Ensure seamless execution of campaigns through proper segmentation, automation, and tracking
   

• Support email marketing programs with a strong understanding of performance metrics and best practices

• Manage marketing assets and templates via tools such as Knak

Analytics, Reporting & Revenue Insights

• Leverage Salesforce reporting and Revsure to support pipeline visibility and revenue insights
   

• Ensure campaigns are properly tracked and connected to downstream reporting
   

• Provide actionable insights on campaign performance, funnel efficiency, and data trends
   

• Maintain a strong understanding of how marketing activities translate into revenue outcomes
   

Governance, Compliance & Collaboration

• Establish and enforce campaign tracking standards, naming conventions, and data governance policies
   

• Support privacy, consent management, and compliance requirements across marketing systems
   

• Collaborate cross-functionally with Marketing, Sales, RevOps, and IT to build efficient processes and data flows

• Operate effectively within collaboration tools such as Monday.com

Hire a full‑stack developer to evolve a POC into a production‑grade, interactive web application featuring data‑driven UX, cloud deployment (Azure/AWS/GCP), serverless functions, and embedded machine learning for forecasting and projections. The role spans front‑end interactivity, back‑end services in Python/.NET, database design and operations (SQL/NoSQL/Dataverse), CI/CD, security hardening, and observability.

THE POSITION:

We are seeking a Lead Software Developer to provide technical leadership and guidance to a team of software developers working across modern C#/.NET APIs and legacy VB-based applications. This role is not primarily people-management, but rather hands-on technical leadership—ensuring quality, consistency, and adherence to development best practices when senior leadership is not present.

The ideal candidate has strong engineering fundamentals, experience mentoring developers, and the ability to balance modern development approaches with maintaining and improving legacy systems.

ESSENTIAL DUTIES AND RESPONSIBILITIES:
Our employees are tasked with delivering excellent business results through the efforts of their teams.  These results are achieved by:

• Technical Leadership
  • Serve as the day-to-day technical lead for the development team when the Software Architect or management is unavailable
  • Guide design and implementation decisions to ensure scalable, maintainable, and secure solutions
  • Review code and provide constructive feedback to uphold coding standards and best practices
• Development & Architecture
  • Design, build, and maintain C#/.NET applications and RESTful APIs
  • Support and improve existing legacy VB applications while helping guide modernization efforts where appropriate
  • Ensure proper use of design patterns, SOLID principles, and clean architecture concepts
• Team Support & Mentorship
  • Mentor and coach developers at varying experience levels
  • Help unblock developers by troubleshooting complex technical issues
  • Promote a culture of continuous improvement, learning, and accountability
• Quality & Best Practices
  • Enforce development best practices including:
    • Source control (Git or equivalent)
    • Code reviews
    • Unit and integration testing
    • Secure coding practices
  • Collaborate with Release Manager, Software Architect, QA, and other stakeholders to ensure reliable and high-quality releases
• Collaboration & Communication
  • Act as a technical point of contact for questions related to implementation or design
  • Clearly communicate technical concepts to both technical and non-technical team members
  • Align day-to-day development work with architectural direction and business goals
• Demonstrate a commitment to diversity, equity, and inclusion through continuous development, modeling inclusive behaviors, and proactively managing bias.
• All other duties as assigned

An individual in this position must be able to successfully perform the expectations listed above.

Developer — Python | aiohttp | REST |Pandas

At Assent, we’re solving complex technical challenges with global impact. Our multi-tenant SaaS platform helps the world’s most influential companies gain deep visibility into their supply chains—enabling them to manage risk, ensure compliance, and take real action on issues like forced labor, environmental sustainability, and ethical sourcing.

We’re looking for a Developer with deep expertise in Python and Back-end architecture to own the design system strategy and lead the evolution of our product. You should have a basic understanding of Angular and UI Technologies. You’ll work closely with engineering leaders, product managers, and architects to define technical direction, enforce architectural standards, and ensure delivery of scalable, accessible, and well-tested WebApp solutions across multiple teams.

You’ll operate in a high-trust CI/CD environment—every commit goes to production, and there’s no separate QA team. That means you’ll be responsible for setting expectations and ensuring quality practices are embedded in the development process. You’ll drive the creation of automated test coverage strategies, web app development and documentation.

We work with the latest technology and plan to keep doing so. Our team uses tools like GitHub Copilot to help with AI-powered coding, Lucid for architectural design, and we’re always open to trying new tools that can help us create better experiences for our customers. 

Our Product Tech Stack will Includes:

• C#, Python
• Pandas
• NumPy/SciPy
• AIOHTTP
• CI/CD pipelines that support rapid, high-quality delivery to production
• Angular

We value system thinking, performance, and platform maintainability. You’ll help ensure that UI decisions support both short-term product goals and long-term architectural integrity.

What You’ll Do:

As a Python Developer for this foundational pilot, you will play a pivotal role in designing and implementing the core serverless backend architecture that powers the user interaction and data processing pipeline. Your focus will be on building a scalable, observable, and maintainable API and orchestration layer leveraging AWS services. Key responsibilities include:

• Design and develop RESTful APIs using AWS API Gateway integrated directly with Lambda functions, removing the need for a traditional monolithic BFF.
• Implement endpoint logic in Python-based Lambda functions, focusing on modular, single-responsibility functions such as file upload, status checks, and analytics retrieval.
• Ensure the API layer abstracts away all backend complexity from the Angular frontend, providing clean and reliable interfaces to support user interactions.
• Support core user flows, such as uploading CMRT files and retrieving analytic results, by implementing and exposing APIs that connect to appropriate backend services.
• Partner closely with frontend engineers, data platform teams, and Gold-tier data engineers to define requirements, ensure backend compatibility, and surface data insights effectively.
• Work with data engineers to integrate the API layer with the medallion architecture (Bronze, Silver, Gold), routing requests dynamically based on the data and analytics context.
• Implement and maintain AWS Step Functions workflows to orchestrate file processing, from ingestion through to entity resolution and persistence.
• Use EventBridge to trigger workflows on CMRT file uploads to S3, ensuring the system is extensible for future ingestion paths (e.g., SFTP, email, or 3rd-party systems).
• Set coding standards, enforce clean architecture principles, and mentor other developers working on the Lambda and orchestration components.
• By leading the development of this cloud-native, event-driven architecture, you'll enable rapid iteration, scalability, and future extensibility of the RM Foundational Pilot platform.

Technical Lead — Python | GoLang| aiohttp | REST |Pandas

At Assent, we’re solving complex technical challenges with global impact. Our multi-tenant SaaS platform helps the world’s most influential companies gain deep visibility into their supply chains—enabling them to manage risk, ensure compliance, and take real action on issues like forced labor, environmental sustainability, and ethical sourcing.

We’re looking for a Technical BE Lead with deep expertise in Python or GoLang and Back-end architecture to own the design system strategy and lead the evolution of our product [expanded scope and leadership]. You should have a basic understanding of Angular and UI Technologies. You’ll work closely with engineering leaders, product managers, and architects to define technical direction, enforce architectural standards, and ensure delivery of scalable, accessible, and well-tested WebApp solutions across multiple teams.

You’ll operate in a high-trust CI/CD environment—every commit goes to production, and there’s no separate QA team. That means you’ll be responsible for setting expectations and ensuring quality practices are embedded in the development process. You’ll drive the creation of automated test coverage strategies, web app development and documentation.

We work with the latest technology and plan to keep doing so. Our team uses tools like GitHub Copilot to help with AI-powered coding, Lucid for architectural design, and we’re always open to trying new tools that can help us create better experiences for our customers. 

Our Product Tech Stack will Includes:

• C#, Python
• Pandas
• PyTest
• Boto3
• NumPy/SciPy
• AIOHTTP
• CI/CD pipelines that support rapid, high-quality delivery to production
• Angular

We value system thinking, performance, and platform maintainability. You’ll help ensure that UI decisions support both short-term product goals and long-term architectural integrity.

What You’ll Do:

As the Python Tech Lead for this foundational pilot, you will play a pivotal role in designing and implementing the core serverless backend architecture that powers the user interaction and data processing pipeline. Your focus will be on building a scalable, observable, and maintainable API and orchestration layer leveraging AWS services. Key responsibilities include:

• Design and develop RESTful APIs using AWS API Gateway integrated directly with Lambda functions, removing the need for a traditional monolithic BFF.
• Implement endpoint logic in Python-based Lambda functions, focusing on modular, single-responsibility functions such as file upload, status checks, and analytics retrieval.
• Ensure the API layer abstracts away all backend complexity from the Angular frontend, providing clean and reliable interfaces to support user interactions.
• Support core user flows, such as uploading CMRT files and retrieving analytic results, by implementing and exposing APIs that connect to appropriate backend services.
• Partner closely with frontend engineers, data platform teams, and Gold-tier data engineers to define requirements, ensure backend compatibility, and surface data insights effectively.
• Work with data engineers to integrate the API layer with the medallion architecture (Bronze, Silver, Gold), routing requests dynamically based on the data and analytics context.
• Implement and maintain AWS Step Functions workflows to orchestrate file processing, from ingestion through to entity resolution and persistence.
• Use EventBridge to trigger workflows on CMRT file uploads to S3, ensuring the system is extensible for future ingestion paths (e.g., SFTP, email, or 3rd-party systems).
• Design and implement a robust automated unit testing strategy across all Lambda functions using tools such as pytest, moto, and unittest.mock.
• Establish and enforce test coverage thresholds and integrate testing into the CI/CD pipeline.
• Set coding standards, enforce clean architecture principles, and mentor other developers working on the Lambda and orchestration components.

By leading the development of this cloud-native, event-driven architecture, you'll enable rapid iteration, scalability, and future extensibility of the RM Foundational Pilot platform.