Digital Marketing Internship

Role: Data Scientist

Location: Bangalore (Remote)

Experience: 4 - 15 years

Skills Required - Radiology, visual images, text, classical model, LLM multi model, Primarily Generative AI, Prompt Engineering, Large Language Models, Speech & Text Domain AI, Python coding, AI Skills, Real world evidence, Healthcare domain

JOB DESCRIPTION

We are seeking an experienced Data Scientist with a proven track record in Machine Learning, Deep Learning, and a demonstrated focus on Large Language Models (LLMs) to join our cutting-edge Data Science team. You will play a pivotal role in developing and deploying innovative AI solutions that drive real-world impact to patients and healthcare providers.

Responsibilities

• LLM Development and Fine-tuning: fine-tune, customize, and adapt large language models (e.g., GPT, Llama2, Mistral, etc.) for specific business applications and NLP tasks such as text classification, named entity recognition, sentiment analysis, summarization, and question answering. Experience in other transformer-based NLP models such as BERT, etc. will be an added advantage.

• Data Engineering: collaborate with data engineers to develop efficient data pipelines, ensuring the quality and integrity of large-scale text datasets used for LLM training and fine-tuning

• Experimentation and Evaluation: develop rigorous experimentation frameworks to evaluate model performance, identify areas for improvement, and inform model selection. Experience in LLM testing frameworks such as TruLens will be an added advantage.

• Production Deployment: work closely with MLOps and Data Engineering teams to integrate models into scalable production systems.

• Predictive Model Design and Implementation: leverage machine learning/deep learning and LLM methods to design, build, and deploy predictive models in oncology (e.g., survival models)

• Cross-functional Collaboration: partner with product managers, domain experts, and stakeholders to understand business needs and drive the successful implementation of data science solutions

• Knowledge Sharing: mentor junior team members and stay up to date with the latest advancements in machine learning and LLMs

Qualifications Required

• Doctoral or master’s degree in computer science, Data Science, Artificial Intelligence, or related field

• 5+ years of hands-on experience in designing, implementing, and deploying machine learning and deep learning models

• 12+ months of in-depth experience working with LLMs. Proficiency in Python and NLP-focused libraries (e.g., spaCy, NLTK, Transformers, TensorFlow/PyTorch).

• Experience working with cloud-based platforms (AWS, GCP, Azure)

Additional Skills

• Excellent problem-solving and analytical abilities

• Strong communication skills, both written and verbal

• Ability to thrive in a collaborative and fast-paced environment

Opportunity

As a Technical Support Specialist, you will provide the highest level of support to every customer, through every interaction. You will work closely with other teams (onboarding, customer success, and engineering) to ensure that customer accounts have the technical support necessary to be set up for success. You will manage and troubleshoot third-party integrations, build and use technology resources for the Customer Experience and Solutions team, and act as an escalation point for the rest of the team.

We’re looking for someone who is highly-motivated and detail-oriented. You’re also passionate about people as much as you are about getting your work done. You have a natural fluidity and thoughtfulness to your written and verbal communication with customers. On top of that, you’re incredibly organized, handling multiple responsibilities at the same time without letting a single ball drop. 

Our perfect team member has a customer-first attitude with a strong sense of empathy. More importantly, you have a natural curiosity and aptitude for technology and can quickly learn how to use new tools.

Past experience in technical customer support (email, phone, chat or live) is definitely a plus. If this sounds like you, we’d love to hear from you!

Responsibilities

• You will be the face of QDC, handling inbound interactions through (chat, email, phone and remote session)
• Learn to triage incoming customer inquiries and the process of escalating them by working with various team members to resolve and close tickets in pre-defined SLA.
• Reproduce customer issues and log tickets to be solved by the engineering team.
• Guide users on product features and train them to use it effectively.
• Build and maintain the resources required for technical support. (Walkthrough, set up guides, help tutorials, emails, and video tutorials)
• Take handover from the onboarding team by understanding customers' persona, their pain points, and expectation. 
• Rigorously measure support SLA & metrics and improve it continuously.
• Maintain regular communications with customers about new feature developments and enhancements to the product. 
• Consistently gain product knowledge and work towards improvements on internal processes by identifying the existing bottlenecks.

What you can expect in the next 12 months

Within 1 month

• You should have acquired a good knowledge of the laundry domain, QDC product, and process that we follow.
• Have a one-one chat with every member of the Quick Dry Cleaning team so you get to know everyone well and understand each other.
• You should have gone through at least 3 onboarding and sales experience in the buddy system.
• You should have spent a day at the laundry store to get live hands-on experience.
• You should be able to configure SMS API’s for national and international clients.
• Learn how to access and use all internal tools, including Google Apps, Zoho Desk, JIRA, Sales-IQ, CRM and reverse-shadow in each tool. 
• Shadow other Customer Support Representatives (CSRs) handling inbound interactions, gaining an understanding of common customer inquiries as well as our processes for resolution; demonstrate understanding by completing simple tickets with a CSR shadowing you. 

Within 3 months

• Independently handle hardware integration and support. 
• Become QDC expert through training and customer interaction, building a solid understanding of each feature and best practices for how to use them; handle 80% of all inbound Technical Support interactions without assistance through resolution or escalation; be able to provide creative solutions to users.

Within 6 months

• Maintain a level of customer satisfaction (we measure through CSAT scores) equal to or greater than the overall team average; help maintain all service and support content including process documentation, videos, email macros, training manuals and help articles.

Within 12 months

• Help interview, onboard and train incoming team members.
• Proactively identify, pilot and implement ways to increase efficiency in Technical Support processes; assess results and refine.

What an ideal candidate looks like?

• At least 2+ years of work experience in a customer-facing role such as Customer Support, Account Management, Sales, Corporate Training, etc. 
• Strong problem-solving skills, technical and analytical aptitude with the ability to quickly learn and adopt technical products.
• Ability to understand a software product and its nuances very well.
• Experience managing customer interactions effectively.
• Previous B2B SaaS and enterprise software experience.
• Excellent written and verbal communication skills.
• Ready to work in US Shift in the future when required.

What are we looking for?

Attitude

Skills

• Empathy
• Positive Attitude
• Patience
• Organized
• Process Driven
• Coachable
• Metrics Driven
• Attentive and Listening Skills
• Ability to explain in uncomplicated/ simple language

About Quick Dry Cleaning

We are on a mission to make Dry Cleaners and Laundry business winning in the digital era.

We believe in 

• Helping traditional laundries to come at par with digital businesses: Traditional We help laundry businesses adopt modern technology and deliver the customer experience that today’s digital businesses like Swiggy, OLA and Flipkart are delivering. We feel successful when we hear stories like these.
• Building a large profitable business: We envision building a capital-efficient, large profitable business to achieve our mission of making laundry business win. This means less dependence on investors & more ownership with the team. We are one of the few profitable Indian SaaS startups building value SaaS
• Employee Wellness <> Customer Success: We give as much importance to each team member’s personal & professional success as much as we care about our customer's success. We believe it’s all about balance.

Our impact so far

• 3 Billion garments processed through QDC Dry Cleaning Cloud
• 47 countries
• 1000+ Paid subscribers
• 5000+ Users
• All this could be achieved with a nimble team of 20 from our single office in Noida

Why join QDC?

• Freedom & Responsibility: If you are a person who wants to take up challenging work & push your boundaries with no one monitoring you, then this is the right place for you. There are no hierarchies. No managers to please.
• Holistic Growth: Building a career doesn’t have to be at the cost of missing out on your personal front. We believe that professional success is worth it when the personal goals are nurtured with equal importance. We will support you all in on that journey of yours.
• Transparency: If you ever wanted to know what it’s like to be on an entrepreneurial journey, then working with QDC gives you that opportunity to experience it all first hand.
• Great Environment: We spend more time of our day at work than at home while awake, so it is important that we feel comfortable in our workplace. Our office space is fun and the team is funnier. We never miss out on any opportunity to have fun. We don’t experience Monday blues rather we have Monday excitement.

Job Description:

We are looking for a good JavaScript developer who is proficient with React.js. Your primary focus will be on developing user interface components and implementing them following well-known React.js workflows (such as Flux or Redux). 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. Therefore, a commitment to collaborative problem solving, sophisticated design, and quality product is important.

Responsibilities

• Developing new user-facing features using React.js
• Building reusable components and front-end libraries for future use
• Translating designs and wireframes into high-quality code
• Optimizing components for maximum performance across a vast array of web-capable devices and browsers

Skills:

• Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model
• Thorough understanding of React.js and its core principles
• Experience with popular React.js workflows (Redux)
• Familiarity with newer specifications of ECMAScript
• Experience with data structure libraries (e.g., Immutable.js)
• Knowledge of isomorphic React is a plus
• Familiarity with RESTful APIs
• Knowledge of modern authorization mechanisms, such as JSON Web Token
• Familiarity with modern front-end build pipelines and tools
• Ability to understand business requirements and translate them into technical requirements
• A knack for benchmarking and optimization
• Familiarity with code versioning tools (such as Git, SVN, and Mercurial)

If you’re one of the best and brightest, a highly-motivated innovator, a fast worker, and a fierce competitor, you might be just the person we’re looking for! Entrata’s Research and Development department is seeking a Software Engineer. You will spend a lot of time working with senior architects and directors, designing database schema, and laying out the basic code architecture so an offshore team can run with it. You will also be tasked with projects that you will own and see through to completion.

Responsibilities will include:

• Write well-designed, testable, efficient code 
• Solve technical problems by working closely with Development Managers, UX, Product Managers, and offshore teams
• Designs high-performance database schema and code architecture for their products
• Empower offshore teams to rapidly deliver stable, high-performing, and reliable code. This requires frequent interaction with them by teleconference.
• Reviews and corrects code for quality and design through constant evaluation of product code and getting involved in complicated or sensitive code
• Maintain database queries and write scalable SQL
• Contribute in all phases of the development life-cycle (back-end and front-end)
• Participate in and advocate for Agile and Scrum activities
• Prepare and produce releases of software components
• Handle high traffic website operations, be proactive with maintenance, and exhibit problem-solving skills to ensure optimal working and performance of the websites
• Build interfaces and change existing functionalities and logic of existing code for improvement
• Understand standard systems development life-cycle processes and apply agile methodology effectively on client & internal engagements
• Apply knowledge of industry trends and developments to improve service to the client and internal project

Minimum Qualifications:

• 2-5 years of development experience (PHP is preferred)Experience working with web-based applications and processes
• SQL and her database knowledge
• Strong written and verbal communication
• Ambitious, dedicated, and a little eccentric
• Team-oriented, willing to standardize code and architecture

Preferred Qualifications:

• Bachelor's Degree in Computer Science or related field preferred
• Experience with microservices
• Experience working with offshore teams