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Data Scientist

Data Scientist at YCH Logistics · Delhi, Gurugram, Noida · 0 - 5 years · ₹2L - ₹5L / yr · Bootstrapped · Posted 26 May 2018

YCH Logistics's logo

Data Scientist

Sanatan Upmanyu's profile picture
Posted by Sanatan Upmanyu
0 - 5 yrs
₹2L - ₹5L / yr
Delhi, Gurugram, Noida
Skills
skill iconPython
skill iconDeep Learning
MySQL
Job Description: Data Science Analyst/ Data Science Senior Analyst Job description KSTYCH is seeking a Data Science Analyst to join our Data Science team. Individuals in this role are expected to be comfortable working as a software engineer and a quantitative researcher, should have a significant theoretical foundation in mathematical statistics. The ideal candidate will have a keen interest in the study of Pharma sector, network biology, text mining, machine learning, and a passion for identifying and answering questions that help us build the best consulting resource and continuous support to other teams. Responsibilities Work closely with a product scientific, medical, business development and commercial to identify and answer important healthcare/pharma/biology questions. Answer questions by using appropriate statistical techniques and tools on available data. Communicate findings to project managers and team managers. Drive the collection of new data and the refinement of existing data sources Analyze and interpret the results of an experiments Develop best practices for instrumentation and experimentation and communicate those to other teams Requirements B. Tech, M.Tech, M.S. or Ph.D. in a relevant technical field, or 1+ years experience in a relevant role Extensive experience solving analytical problems using quantitative approaches Comfort manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources A strong passion for empirical research and for answering hard questions with data A flexible analytic approach that allows for results at varying levels of precision Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner Fluency with at least one scripting language such as Python or PHP Familiarity with relational databases and SQL Experience working with large data sets, experience working with distributed computing tools a plus (KNIME, Map/Reduce, Hadoop, Hive, etc)
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I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About YCH Logistics

Founded :
1955
Type :
Products & Services
Size :
0-20
Stage :
Bootstrapped

About

Founded in 1955, YCH started as modest passenger transportation company known as Yap Chwee Hock Transport and General Contractors. Today, we have evolved to become Singapore’s largest home-grown Supply Chain Solutions Company and leading regional SCM partner to many of the world’s favourite brands across the entire Asia Pacific region. Focused on boosting productivity and sustainability for both MNCs and aspiring growth companies, YCH’s proprietary suite of award-winning end-to-end supply chain management solutions employ cutting-edge web technologies that are best-in-class across industry clusters from consumer and electronics to chemical and healthcare. A strong proponent of innovation, YCH is recognized for its 7PL™ approach in seamlessly integrating supply chain strategy with execution to attain success in the SCM industry. As a forerunner in worldwide supply chain security, YCH is the first recipient of the ISO 28000: 2007 certification for excellent security management in the global SCM industry. YCH is also a past winner of various prestigious awards such as the National Infocomm Award, Supply Chain Asia ‘Asian 3PL of the Year’. ASEAN Business Awards ‘Most Admired Large Enterprise (Innovation)’ and Singapore Business Awards ‘Enterprise of the Year’.
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Similar jobs (10)

Gurugram, Bengaluru (Bangalore), Chennai
4 - 15 yrs
Best in industry
skill iconPython
SQL
databricks

About the Role

We are looking for a Forward Deployed Engineer with strong hands-on experience in Databricks and AI-assisted software development using Cursor. The role is suited for an engineer who can work directly with clients and internal teams to understand business problems, rapidly build solutions, and take them from prototype to production.

The ideal candidate should have strong expertise in Python, SQL, Databricks, PySpark, data engineering, APIs, and modern AI-assisted development workflows, along with excellent problem-solving and client-facing skills.

Key Responsibilities

Forward Deployed Engineering

  • Work directly with clients and stakeholders to understand business and technical requirements.
  • Translate business problems into scalable technical and data solutions.
  • Rapidly prototype, test, iterate, and productionize solutions.
  • Collaborate with engineering, data, AI, and delivery teams to implement customer solutions.
  • Troubleshoot production issues and continuously improve deployed solutions.
  • Act as a technical bridge between clients and internal engineering teams.

Databricks & Data Engineering

  • Design and develop scalable data solutions using Databricks, PySpark, Python, and SQL.
  • Build and optimize ETL/ELT and data processing pipelines.
  • Work with Databricks Lakehouse, Delta Lake, Unity Catalog, and Databricks Workflows.
  • Develop data ingestion and transformation pipelines for structured and semi-structured data.
  • Optimize Databricks workloads for performance, scalability, reliability, and cost.
  • Integrate Databricks with databases, APIs, cloud platforms, and enterprise applications.

Cursor & AI-Assisted Development

  • Use Cursor and AI-assisted development workflows to accelerate software development, debugging, refactoring, and documentation.
  • Effectively use AI coding assistants to understand existing codebases and develop new features.
  • Apply appropriate engineering judgment to review, validate, test, and secure AI-generated code.
  • Use AI-assisted development for rapid prototyping and proof-of-concept development.
  • Work with modern AI/LLM APIs and tools where required for customer solutions.
  • Stay current with emerging AI-assisted software engineering practices.

Production & Deployment

  • Develop production-ready applications, APIs, and data pipelines.
  • Work with Git, CI/CD, APIs, containers, and cloud environments.
  • Monitor application and pipeline performance and resolve production issues.
  • Ensure solutions meet requirements for scalability, security, reliability, and maintainability.
  • Collaborate with Data Scientists and ML Engineers to integrate AI/ML capabilities into production systems.

Required Skills & Experience

  • 4+ years of experience in Software Engineering, Data Engineering, AI Engineering, or a related field.
  • Strong hands-on experience with Databricks.
  • Strong proficiency in Python, PySpark, and SQL.
  • Experience with Delta Lake and Lakehouse architecture.
  • Experience building production-grade data pipelines.
  • Hands-on experience with Cursor or similar AI-powered coding assistants.
  • Strong understanding of REST APIs and system integrations.
  • Experience working with cloud platforms such as AWS, Azure, or GCP.
  • Strong debugging, problem-solving, and analytical skills.
  • Excellent communication and client-facing abilities.

Preferred Skills

  • Experience with Databricks Unity Catalog, Workflows, and MLflow.
  • Experience with Generative AI / LLM applications.
  • Knowledge of Claude, OpenAI, Azure OpenAI, or other LLM platforms.
  • Experience with RAG, vector databases, embeddings, or AI agents.
  • Experience with Docker, Kubernetes, and CI/CD.
  • Experience in a consulting, customer-facing engineering, or professional services environment.
  • Exposure to Agile/Scrum methodologies.

Key Competencies

  • Strong problem-solving and ownership mindset
  • Ability to work in ambiguous and fast-paced environments.
  • Strong client/stakeholder management skills.
  • Ability to understand business requirements and convert them into technical solutions.
  • Strong communication and presentation skills.
  • Ability to rapidly learn new technologies and tools.
  • Comfortable working with AI-assisted development while maintaining high engineering standards.

Education

  • Bachelor's or master’s degree in computer science, Information Technology, Engineering, Data Science, or a related discipline.

 

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NeoGenCode Technologies Pvt Ltd
Divya Sharma
Posted by Divya Sharma
Pune, Hyderabad
5 - 8 yrs
₹5L - ₹8L / yr
User Interface (UI) Development
skill iconReact.js
TypeScript
GraphQL
jest

Basic Qualifications

• BA/BS Degree in Computer Science, Engineering, or a related technical field, or equivalent practical experience.

• 3–5 years of professional software engineering experience with a strong focus on frontend / UI development.

• Strong proficiency in React and TypeScript.

• Solid understanding of HTML5, CSS3, and modern JavaScript (ES6+).

• Experience integrating frontend applications with GraphQL APIs.

• Familiarity with microservices architectures and frontend–backend integration patterns.

• Experience with Git and collaborative development workflows.

• Hands-on experience using AI-assisted development tools in day-to-day engineering work.

Preferred Qualifications

• Experience working with or alongside NestJS-based microservices.

• Familiarity with GraphQL client libraries such as Apollo Client.

• Experience with frontend testing tools including Jest, React Testing Library, Cypress, or Playwright.

• Exposure to frontend performance optimization techniques (lazy loading, code splitting, memoization).

• Familiarity with design systems, accessibility tooling, and component-driven development.

• Exposure to LLM APIs, agent frameworks, or AI-enabled frontend automation.

Suggested Skills

• React / TypeScript

• GraphQL (Apollo Client)

• UI Architecture & Design Systems

• Frontend Testing (Jest, RTL, MSW)

• Build & Tooling (Webpack, ESLint, Prettier)

• CI/CD for Frontend

• AI-assisted Software Development & Automation

Additional Information

• AI-assisted development is a core expectation for this role.

• The team builds modern UI systems backed by GraphQL, NestJS microservices, and intelligent automation.

• This role offers opportunities to deepen frontend expertise while influencing how AI improves


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Navi Mumbai, Turbhe
3 - 10 yrs
₹4L - ₹20L / yr
skill icon.NET
ASP.NET
skill iconC#
ASP.NET MVC
Web API
+1 more

Systel, Inc. is looking for a lead software developer to help build a development team to tackle critical software projects internally and R&D for external projects. The candidate will be overseeing day-to-day operations and working with stakeholders to prioritize projects and tasks. A successful candidate will need to be involved in all aspects of the software development lifecycle and the implementation of software systems, processes, and policies.

You’ll be working with various departments to implement critical applications that will improve the organization’s manufacturing efficiency and impact the bottom line. You’ll also be responsible for new project research and development. The candidate must have good organizational skills and the ability to work without direct supervision.


Duties and Responsibilities (Work from Office Only):

Team Lead

  • Experience in the different phases of the Software Development Lifecycle
  • Organize the team around departmental and organizational priorities
  • Define and enforce software development policies and procedures according to industry standards
  • Ensure software development, deployment, and management are done according to department policy
  • Responsible for meeting, measuring, and reporting team metrics and SLAs
  • Work with stakeholders to identify quarterly and annual goals
  • Ensure projects are staying on track for goals and set deadlines


Software Development

  • Design and development of new features or applications
  • Testing and deployment of applications as required
  • Integration of internal applications with third-party software
  • Rewrite legacy internal applications on a modern technology stack
  • Keep up with the latest industry trends and technology by participating in educational opportunities, reading professional publications, and participating in professional organizations.


Software Maintenance

  • Proactive monitoring and support of internal applications
  • Respond to and resolve requests (bug report, new feature) from users within defined SLAs
  • Training or directing users on the correct use of software applications


Documentation

  • Accurately maintain records of requests, transactions, problems, and actions taken
  • Participate in defining and following department standards in documentation
  • Actively document new processes and procedures
  • Actively work to improve documentation
  • All other assigned tasks and duties.
  • All work activities shall be conducted in a manner that supports Systel’s Quality Manual, Quality Policy, Quality Objectives, System Level Procedures (SLP), and Work Instructions (WI).


  • Design and develop the Travelers web application.
  • Integration of internal applications with third-party software
  • Proactive monitoring and support of internal applications
  • Experience with backend technologies (C#,.NET,.NET Core, Web API)
  • Fundamental understanding of front-end technologies like JavaScript, React, HTML, and CSS
  • Working knowledge of Azure, Microsoft SQL, PostgreSQL, or similar database technology
  • Experience with Git and knowledge of automated build tools such as Jenkins
  • All other assigned tasks and duties.



Education, Experience, Knowledge and Skill Requirements


Education

Degree in software engineering, computer science, information technology, or a related field. Alternatively, vocational schooling with relevant coursework


Experience

  • I would like to see at least 5 years of software development experience
  • I would like to see at least 1–3 years of leadership experience


Requirements

  • Experience with C# .NET
  • Experience developing web applications using front-end JavaScript frameworks
  • Experience designing and developing Web Services and APIs
  • Experience with MS SQL Server or similar relational database
  • Experience developing desktop applications is a plus
  • Maintain a work environment conducive to harmony and production in the workplace.




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Nyumi
Sai Deshpande
Posted by Sai Deshpande
Mumbai
4 - 8 yrs
₹10L - ₹20L / yr
Marketing

Company Name: Nyumi (Ikaria Wellness Pvt Ltd)

Website: www.nyumi.com


Company Profile: Nyumi is an innovative health and wellness D2C start-up, with a mission to create a healthier, happier world. Nyumi focuses on everyday wellness for women. The team is ex-HBS, IIM-A, Nykaa, WeWork, Headspace, Zomato, MullenLowe Lintas and Microsoft. 

About the founder: Ananya Kejriwal has an MBA from Harvard Business School and a BS in Engineering from Olin College of Engineering. She is an experienced product lead with a passion for bringing design thinking and technology to consumer products, having worked at Microsoft and Headspace in the US. 


E-commerce Lead:

Roles and Responsibilities:

  • Developing the strategic direction for leading marketplaces like Amazon, Nykaa, and others.
  • Accountable for achieving bottom line results and maximizing Return on Advertising Spend (ROAS).
  • Expertly managing Amazon Marketing Services (AMS) and driving paid and non-paid initiatives across the platform.
  • Mentoring the team to optimize accounts and achieve monthly targets efficiently.
  • Performing comprehensive data analysis for weekly and monthly meetings to drive actionable insights.
  • Overseeing internal budgets within the company and external budgets with clients.
  • Collaborating with cross-functional teams including design, sales, creative, advertising, logistics, marketing, and other departments dedicated to the same client account, ensuring high-quality deliverables and meeting client needs.
  • Facilitating seamless communication between key clients and internal teams.
  • Negotiating contracts with clients and setting performance timelines.
  • Cultivating strong relationships with existing clients and actively pursuing new client opportunities.

Qualification:

• 4-8 years of Experience of direct response & E-commerce experience in an integrated, multi-channel marketing environment

Location: Mumbai


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MMT SOTTECH
Laxman Kumar
Posted by Laxman Kumar
SSS Chambers H.No: 6-1-82 & 83 1St Floor Above Santosh Dhaba Lakdikapool Hyderabad 500004
1 - 3 yrs
₹1L - ₹3L / yr
Hard working

Role & responsibilities

The Telesales & Service Associate of NAVEEN COMPANIES sells IT Services & Products (Website, Digital Marketing, Ecommerce, Mobile App) over phone to clients who are looking for IT Services and Products. The job is to reach out to various customers over phone, explain them the product & features and deliver value to the customers. 

 

·       Responsible for making outbound calls and regular follow up on leads assigned.

·       Build a strong relationship / trust with customers by understanding the customer requirements and suggesting the right product to the Customers.

·       Selling IT Services & Products over the phone and achieve the targeted sales numbers & value, set quality parameters

·       Explaining the Services & products features in detail and how to use the packages.

·       Understand the Customer requirements,

·       Address all the issues / grievances of customers and provide the right customer experience.

·       Capture the insights from customer interactions and share it with the internal team.

·       Strictly adhere to the process requirements

 

Preferred candidate profile

·       Business Knowledge Process Knowledge

·       Product Knowledge

·       Customer Orientation

·       Language skills English / Telugu

·       Telemarketing / Selling Skills

·       Basic computer skills MS Excel, Word

 

Behavioral

·       Values – Integrity / Honesty / Respect

·       Communication – Oral & Written skills / Listening

·       Executive Presence

·       Business / Telephone Etiquette

·       Influencing Skills

·       Empathy

·       Self-driven / Initiative

·       Ability to manage stress

·       Willingness to learn

Education and Experience

·       Graduate in any stream

·       0-12 months experience in telesales / collections / retention in BFSI / BPO / Telecom / Insurance / Timeshare sectors

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CarWale
at CarWale
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Vanita Acharya
Posted by Vanita Acharya
Navi Mumbai, Mumbai
3 - 5 yrs
₹10L - ₹15L / yr
skill iconData Science
Data Scientist
skill iconR Programming
skill iconPython
skill iconMachine Learning (ML)
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About CarWale: CarWale's mission is to bring delight in car buying, we offer a bouquet of reliable tools and services to help car consumers decide on buying the right car, at the right price and from the right partner. CarWale has always strived to serve car buyers and owners in the most comprehensive and convenient way possible. We provide a platform where car buyers and owners can research, buy, sell and come together to discuss and talk about their cars.We aim to empower Indian consumers to make informed car buying and ownership decisions with exhaustive and un-biased information on cars through our expert reviews, owner reviews, detailed specifications and comparisons. We understand that a car is by and large the second-most expensive asset a consumer associates his lifestyle with! Together with CarTrade & BikeWale, we are the market leaders in the personal mobility media space.About the Team:We are a bunch of enthusiastic analysts assisting all business functions with their data needs. We deal with huge but diverse datasets to find relationships, patterns and meaningful insights. Our goal is to help drive growth across the organization by creating a data-driven culture.

We are looking for an experienced Data Scientist who likes to explore opportunities and know their way around data to build world class solutions making a real impact on the business. 

 

Skills / Requirements –

  • 3-5 years of experience working on Data Science projects
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  • Expert in Python, R language with deep knowledge of ML packages
  • Expert in fetching data from SQL
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  • Knowledge of AWS would be beneficial
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  • Ability to structure and execute data science project end to end

 

Education –

Bachelor’s degree in a quantitative field (Maths, Statistics, Computer Science). Masters will be preferred.

 

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Diatoz Solutions Private Limited
at Diatoz Solutions Private Limited
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Praveena Satrasala
Posted by Praveena Satrasala
Bengaluru (Bangalore)
3 - 5 yrs
₹7L - ₹8L / yr
skill iconJava
J2EE
skill iconSpring Boot
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Job Description

We are looking for a great Java Developer who is passionate about working in the Microsoft tech stack using Java. Your primary focus will be on developing common reusable components and implementing them following well-known best practices. You will ensure that these components and the overall application are robust and easy to maintain. You will coordinate with the rest of the team working on different layers of the infrastructure. Thus, a commitment to collaborative problem solving and an attitude to learn is essential. 

Job Responsibilities

  • Designing and developing high-volume, low-latency applications for mission-critical systems and delivering high-availability and performance.
  • Contribute in all phases of the development lifecycle.
  • Write well designed, testable, efficient code.
  • Prepare and produce releases of software components.
  • Support continuous improvement by investigating alternatives and technologies and presenting these for architectural review.
  • Design and develop dockerised microservices for cloud 

 

Required skills and experience include:

  • BS in Computer Science or other field of study and applicable work experience.
  • Most likely 3-5 years of experience on Java Web Development.
  • Experience in developing Microservices for cloud (Azure/AWS/GCP) is preferred
  • Experience in Spring Framework (Spring boot, spring Batch), Spring MVC, Microservice model, RESTful web services
  • Experience in databases like SQL Server, Oracle, PostgreSQL, MySQL, MongoDB is desired.
  • Should have hands-on experience on Hibernate, JPA or MyBatis or any other persistence framework.
  • Must have strong teamwork orientation and the ability to foster collaboration within and across teams 
  • Knowledge of Maven/gradle
  • Knowledge of Docker, Kubernetes 
  • Good Communication skills ( English)

 

 

Primary Skills(Mandatory)

Core and Advanace Java 1.8 , Web and Microservice development using java (Jsp, Servlet, Spring boot, Spring MVC), Restful Web Services, Spring framework, RDBMS (Postgres, Mssql server), Hibernate 

 

Secondary Skills

Java script, Frontend web development - (Angular,nodejs) ( Not mandatory)

 

Additional Information

  • Should have experience of working in any previous IT Software company 
  • Any additional certification will be a plus
  • Comfortable working from Office.

 

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Paytm
at Paytm
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Pournima Shinde
Posted by Pournima Shinde
Mumbai
0 - 1 yrs
₹1L - ₹2L / yr
Telesales
Communication Skills
Mathematics
Job Description -
 
 Candidates should have minimum 6 months of experience working for an outbound call
center.
 Should possess good communication skills
 Should possess good mathematical skills
 Should be able to work in a target based environment
 Should be willing to work in rotational day shifts with rotational weekly off.
 Minimum HSC passed.
 
Language Preferred - Tamil ,Telugu Kannada Malayalam
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Priori Capital
Pratiksha Mundhra
Posted by Pratiksha Mundhra
Remote only
3 - 7 yrs
₹20L - ₹28L / yr
Marketing
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Digital Marketing
Roadmaps management
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+2 more

About us:

At Priori Capital, we are building a SaaS platform for crypto-native firms to operate all things finance under one platform. Priori is meant to enable control, efficiency, and global operability and define the future of finance for the new age firms.

What are you joining:

We are currently in a fast-paced growth environment where the only constant is evolution!

Our team comes from the background of blockchain anfintech companies like Polygon (Matic), udaanCapital, Iris etc.

We are a part of the Kira community and backed by a Polygon Co-founder as an investor and a mentor.

We’re looking for someone passionate about driving innovation and solving exciting problems.

What you will do

  • Strategize and implement a Digital Marketing roadmap to meet the business and product goals
  • Implement brand development and marketing communication with the help of the team and agencies at hand.
  • Own the metrics of engagement on social media handles, community and marketing web pages
  • Lead the content strategy and engagement on social media, blogs, and other mediums
  • Be the creative juggernaut to expand the reach and brand awareness of the product
  • Stay updated as well as involved with new technologies, conferences, events, and trends in this space to build a brand presence.
  • Understand technologies and products to deliver the right messaging in all the channels

You should apply if:

  • You have relevant experience of 6+ years in Digital Marketing in either SaaS or B2B or Web3 Products.
  • You have experience in working with agencies for brand development, marketing, and content strategy.
  • You have experience leading content strategy on blogs and platforms like Medium, Linkedin, Twitter etc
  • You have the experience to leverage ad platforms like Google, Facebook & Twitter to generate traffic
  • You have excellent communication skills and can clearly articulate your ideas, designs, and suggestions.
  • You are a strong team player who can collaborate effectively with different stakeholders.

Benefits

  • Competitive Salary
  • Work from anywhere
  • Flexible work hours
  • Self-managed leave policy
  • Focus on Work-life Balance
  • Learning Budget to hone a skill or learn new ones
  • Be a part of fast-growing environment
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at Mobile Programming India Pvt Ltd
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Hari Prakash
Posted by Hari Prakash
Pune, Bengaluru (Bangalore), Hyderabad, Delhi
4 - 6 yrs
₹8L - ₹12L / yr
skill iconC#
skill icon.NET
ASP.NET
DOT
skill iconJavascript
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C# Developer @ Pune

Primary Skills : C#.Net, Microservices or JavaScript Framework

Requiements:
Required Knowledge/Skills, Education, and Experience
· Bachelor’s degree in Computer Science
· 3+ years professional experience in software development building production software systems
· Solid Computer Science fundamentals in object-oriented design, data structures, algorithms, and problem solving
· Proficiency in a modern programming language, preferably in C#
· Knowledge of Web based technologies or JavaScript frameworks
· Ability to work well with a team in a fast paced, dynamic, agile development environment
· Excellent written and verbal communication skills
Preferred Knowledge/Skills, Education, and Experience
· Knowledge of professional software engineering best practices
· Knowledge of Cloud Platforms (AWS, Azure, Google)
· Strong time management skills and the ability to be self-directed
· Experience with service-oriented architecture and web application/services development
· Experience with Object Oriented modern JavaScript Frameworks (Angular JS, Ember JS, Dojo, etc.)
· Experience with UI/UX design for complex workflows and/or for technical end users / domain experts
· Experience building complex, scalable, high-performance software systems that have been successfully delivered to customers
· Active on Github or StackOverflow
· Comfortable with the Linux command line and Git
· Sharp analytical abilities and proven design skills
· Experience with distributed computing and enterprise-wide systems
· Experience in communicating with users, other technical teams, and senior management to collect requirements, describe software product features, technical designs, and product strategy
· Experience leading and mentoring junior software engineers, and make them more effective, product software engineers
· Understanding of microservice development and best practices
Job Description:
Responsibilities
The person in this role will be developing software in the Innovation and Research team. The software development activity could be prototype code, researching an emerging technology, developing applications and microservices, testing harnesses, DevOps pipeline steps, and cloud development technology. The person in this role will be on an Agile Scrum team, and will participate a daily scrum meeting, updating story tasks, and providing daily updates to the team.
Additional responsibilities include:
· Documenting design, testing, or story details for a proposed implementation of a software feature or service
· Reporting out research findings to the broader team or organization
· Implementing software ideas
· Writing stories for software implementations
· Writing test code for validating software implementations
· Developing DevOps pipeline steps and/or DevOps tooling
· Agile Scrum activities (daily scrum, updating stories and tasks, sprint reviews)
· Research into a new software technology

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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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