Machine Learning

Reports Developer

Description - Data Insights Analyst specializing in dashboard development, data validation, and ETL testing using Tableau, Cognos, and SQL.

Work Experience: 5-9 years 

 Key Responsibilities

Insights Solution Development:

•    Develop, maintain, and enhance dashboards and static reports using Tableau and IBM Cognos.

•    Collaborate with Senior Data Insights specialists to design solutions that meet customer needs.

•    Utilize data from modeled Business Data sources, Structured DB2 Datamarts, and DB2 Operational Data stores to fulfill business requirements.

•    Conduct internal analytics testing on all data products to ensure accuracy and reliability.

•    Use SQL to pull and prepare data for use in Dashboards and Reports

Data Management Tasks:

•    Test new ETL developments, break-fixes, and enhancements using SQL-based tools to ensure the accuracy, volume, and quality of ETL changes.

•    Participate in data projects, delivering larger-scale data solutions as part of a project team.

•    Report defects using Jira and work closely with IT team professionals to ensure the timely retesting of data defects

•    Utilize Spec. Documentation and Data lineage tools to understand flow of data into Analytics Data sources

•    Develop repeatable testing processes using SQL based tools

Technical Experience

•    SQL

•    Tableau

•    Data Visualization

•    Report Design

•    Cognos Analytics

•    Cognos Transformer

•    OLAP Modeling (Cognos)

 Additional Skills

An Ideal Candidate would have the following additional Skills

•    Python

•    SAS Programming

•    MS Access

•    MS Excel

Work Hours: We would like to have the majority of the work hours align to U.S. Eastern time zone with people working until 2 p.m. or 3 p.m. est. so that work hours align to times the Senior Analysts are available and Data Bases are available.  

Location: Hybrid/ Remote

Type: Contract / Full‑Time

Experience: 5+ Years

Qualification: Bachelor’s or Master’s in Computer Science or a related technical field

Responsibilities:

• Architect & implement the RAG pipeline: embeddings ingestion, vector search (MongoDB Atlas or similar), and context-aware chat generation.
• Design and build Python‑based services (FastAPI) for generating and updating embeddings.
• Host and apply LoRA/QLoRA adapters for per‑user fine‑tuning.
• Automate data pipelines to ingest daily user logs, chunk text, and upsert embeddings into the vector store.
• Develop Node.js/Express APIs that orchestrate embedding, retrieval, and LLM inference for real‑time chat.
• Manage vector index lifecycle and similarity metrics (cosine/dot‑product).
• Deploy and optimize on AWS (Lambda, EC2, SageMaker), containerization (Docker), and monitoring for latency, costs, and error rates.
• Collaborate with frontend engineers to define API contracts and demo endpoints.
• Document architecture diagrams, API specifications, and runbooks for future team onboarding.

Required Skills

• Strong Python expertise (FastAPI, async programming).
• Proficiency with Node.js and Express for API development.
• Experience with vector databases (MongoDB Atlas Vector Search, Pinecone, Weaviate) and similarity search.
• Familiarity with OpenAI’s APIs (embeddings, chat completions).
• Hands‑on with parameters‑efficient fine‑tuning (LoRA, QLoRA, PEFT/Hugging Face).
• Knowledge of LLM hosting best practices on AWS (EC2, Lambda, SageMaker).

Containerization skills (Docker):

• Good understanding of RAG architectures, prompt design, and memory management.
• Strong Git workflow and collaborative development practices (GitHub, CI/CD).

Nice‑to‑Have:

• Experience with Llama family models or other open‑source LLMs.
• Familiarity with MongoDB Atlas free tier and cluster management.
• Background in data engineering for streaming or batch processing.
• Knowledge of monitoring & observability tools (Prometheus, Grafana, CloudWatch).
• Frontend skills in React to prototype demo UIs.

At Yugen, we're buildingCansoan AI-agent driven fraud Investigation platform for financial organisations. We're currently in the0-1 stageand we're looking for curious andhigh-agencyengineers to join us in this journey to shape a category defining product with global impact.

You should be eager to learn, prefer a fast-paced environment, and are excited about getting agentic systems to work in production. More importantly, no matter how tough the challenge, you're someone who's never afraid toshow up.

Responsibilities

• Develop, test, and maintain scalable backend systems (APIs, Pipelines and AI applications)
• Work with other team members (Backend, ML, Data Engineers, Product & Design) to ship features quickly
• Learn how to debug & resolve production issues to ensure system uptime
• Participate in architectural & system design discussions
• Explore new technologies and frameworks & come up with suggestions to improve existing systems

Requirements

• Strong programming skills in one or more of: Python, Go, TypeScript or similar
• Strong understanding of software development principles (OOPS, REST APIs, etc. ) and tooling such Git
• Familiarity with databases (SQL or NoSQL)
• A deep sense of curiosity and a knack for experimentation with AI applications
• You're proactive and love getting things done regardless of external factors
• Strong communication skills and a very good eye for detail

Must Have

• Excellent coding skills with strong problem-solving abilities
• Meaningful contributions to open-source projects
• Strong proof of building and deep focus. For example
• Active participation in multiple hackathons, with top-3 finishes or notable wins
• At-least 1 self-driven portfolio project that has been maintained over 4 months. Github repos with frequent commits showing continuous progress would be great.

• Good knowledge of at least one language (C#, Java, Python, Go, PHP, Node.js)
• Have enough experience on application and infrastructure architectures
• Design and plan cloud solution architecture
• Design for security, network, and compliances
• Analyze and optimize technical and business processes
• Ensure solution and operational reliability
• Manage and provision cloud infrastructure
• Manage IaaS, PaaS, and SaaS solutions
• Design strategies around cloud governance, migration, Cloud operations and DevOps
• Design highly scalable, available, and reliable cloud applications
• Build and test applications
• Deploy applications on cloud
• Integration with cloud services

Certification:

• Architect level certificate of any cloud (AWS, GCP, Azure)

Key Skills Required :

1. Proficiency in Python 3.x based web and backend development
2. Solid understanding of Python concepts
3. Strong experience in building web applications using Django
4. Experience building REST APIs using DRF or Flask
5. Experience with some form of Machine Learning (ML)
6. Experience in using libraries such as Numpy and Pandas
7. Hands on experience with RDBMS such as Postgres or MySQL including querying
8. Comfort with Git repositories, branching and deployment using Git
9. Working experience with Docker
10. Basic working knowledge of ReactJs
11. Experience in deploying Django applications to AWS,Digital Ocean or Heroku

Responsibilities :

1. Understanding requirement and congributing to engineering solutions at a conceptual stage to provide the best possible solution to the task/challenge
2. Building high quality code using coding standards based on the SRS/Documentation
3. Building component based, maintainable, scalable and reusable backend libraries/modules.
4. Building & documenting scalable APIs on the Open Spec standard
5. Unit testing development modules and APIs
6. Conducting code reviews to ensure that the highest quality standard are maintained
7. Securing backend applications and APIs using industry best practices
8. Troubleshooting issues and fixing bugs raised by the QA team efficiently.
9. Optimizing code
10. Building and deploying the applications

Responsibilities

Write effective, scalable code

Develop back-end components to improve responsiveness and overall performance

Integrate user-facing elements into applications

Test and debug programs

Improve functionality of existing systems

Implement security and data protection solutions

Assess and prioritize feature requests

Coordinate with internal teams to understand user requirements and provide technical solutions

Requirements

Work experience as a Python Developer

Expertise in at least one popular Python framework (experience in Flask preferred)

Knowledge of object-relational mapping (ORM)

Familiarity with front-end technologies (like JavaScript and HTML5)

Team spirit

Good problem-solving skills

BSc in Computer Science, Engineering or relevant field

You would be leading a very pivotal role within the tech team at MedPiper where you would be responsible for all the ongoing and new product-related initiatives. You would be the founding team and an individual contributor to the app development POD.

What we look for: 

You are passionate, a strong technical contributor, and an emerging leader. You have a proven track record of creating reliable, scalable, and high-performance products, building large-scale distributed systems.

Experience :

• 2 years of minimum experience on JS/ES6 (Object Oriented)
• 2 years of minimum experience on ReactJs, HTML, CSS
• 1 year of minimum experience on SQL database

Excellent to have :

• Experience on PWA, ServiceWorkers, SSE, WebSockets
• State Management like Redux
• Any exposure on ReactNative/Flutter
• Exposure on DS/Algo fundamentals
• HTML5 latest APIs
• Knowledge of JSON/XML

Good to have:

• Knowledge of SASS, JSS, Radium
• Knowledge of Webpack, Build System
• Knowledge of JavaScript frameworks (e.g. Angular, React, Node.js, Vue)
• Knowledge of Web Fundamentals, Browser Working, REST API
• Knowledge of testing frameworks like Mocha/Jest
• Exposure on Server Side Scripting/ NextJs
• Exposure on NodeJs with Express
• Exposure on UX best practices, Web Accessibility
• Knowledge of back-end languages preferably Python / PHP and 
• Familiarity with databases (e.g. MySQL, MongoDB), web servers (e.g. Apache) and UI/UX design
• Experience in BootStrap / Material Design

Qualifications

• 2+ Years of experience with Bachelor’s/Master's degree in Computer Science, Math, or related technical domainflutt