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Location: Bangalore

Function: Software Engineering → Backend Development

Are you passionate about pushing the boundaries of Artificial Intelligence and its applications in the software development lifecycle? Are you excited about building AI models that can revolutionize how developers ship, refactor, and onboard to legacy or existing applications faster? If so, Zevo.ai has the perfect opportunity for you!

As an AI Researcher/Engineer at Zevo.ai, you will play a crucial role in developing cutting-edge AI models using CodeBERT and codexGLUE to achieve our goal of providing an AI solution that supports developers throughout the sprint cycle. You will be at the forefront of research and development, harnessing the power of Natural Language Processing (NLP) and Machine Learning (ML) to revolutionize the way software development is approached.

Responsibilities:

1. AI Model Development: Design, implement, and refine AI models utilizing CodeBERT and codexGLUE to comprehend codebases, facilitate code understanding, automate code refactoring, and enhance the developer onboarding process.
2. Research and Innovation: Stay up-to-date with the latest advancements in NLP and ML research, identifying novel techniques and methodologies that can be applied to Zevo.ai's AI solution. Conduct experiments, perform data analysis, and propose innovative approaches to enhance model performance.
3. Data Collection and Preparation: Collaborate with data engineers to identify, collect, and preprocess relevant datasets necessary for training and evaluating AI models. Ensure data quality, correctness, and proper documentation.
4. Model Evaluation and Optimization: Develop robust evaluation metrics to measure the performance of AI models accurately. Continuously optimize and fine-tune models to achieve state-of-the-art results.
5. Code Integration and Deployment: Work closely with software developers to integrate AI models seamlessly into Zevo.ai's platform. Ensure smooth deployment and monitor the performance of the deployed models.
6. Collaboration and Teamwork: Collaborate effectively with cross-functional teams, including data scientists, software engineers, and product managers, to align AI research efforts with overall company objectives.
7. Documentation: Maintain detailed and clear documentation of research findings, methodologies, and model implementations to facilitate knowledge sharing and future developments.
8. Ethics and Compliance**: Ensure compliance with ethical guidelines and legal requirements related to AI model development, data privacy, and security.

Requirements

1. Educational Background: Bachelor's/Master's or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related field. A strong academic record with a focus on NLP and ML is highly desirable.
2. Technical Expertise: Proficiency in NLP, Deep Learning, and experience with AI model development using frameworks like PyTorch or TensorFlow. Familiarity with CodeBERT and codexGLUE is a significant advantage.
3. Programming Skills: Strong programming skills in Python and experience working with large-scale software projects.
4. Research Experience: Proven track record of conducting research in NLP, ML, or related fields, demonstrated through publications, conference papers, or open-source contributions.
5. Problem-Solving Abilities: Ability to identify and tackle complex problems related to AI model development and software engineering.
6. Team Player: Excellent communication and interpersonal skills, with the ability to collaborate effectively in a team-oriented environment.
7. Passion for AI: Demonstrated enthusiasm for AI and its potential to transform software development practices.

If you are eager to be at the forefront of AI research, driving innovation and impacting the software development industry, join Zevo.ai's talented team of experts as an AI Researcher/Engineer. Together, we'll shape the future of the sprint cycle and revolutionize how developers approach code understanding, refactoring, and onboarding!

• Actively work with Product Managers to scope out and plan projects
• Be actively involved in hiring and growing our engineering team
• Plan and organize sprints with a highly ambitious group of engineers
• Actively work with engineers helping them break roadblocks throughout the sprints
• Involved in building and reviewing Project Architecture
• Actively review Code, Product and API Specifications
• Develop engineers on the team and help them advance in their careers
• Care about agility as much you care about scalability and availability
• Build and help us evolve our culture
• Teams at Our Company is expected to be comfortable working across the stack, delivering new features and products from start to finish
• Most products are Ruby on Rails applications with ReactJS frontends. We have PostgreSQL for most of our storage, and everything is hosted on AWS

• Clear and influential in both, writing and person
• Being a role model for the team
• Bringing-in the experience of building and scaling system to 100x
• Programming expert - help team resolve programming related issues as quickly as possible and introduce the team to better ways of building products.

• Opportunity to work with "India’s leading B2B" E-commerce venture. The company grew its revenue by more than 5.5x last year to reach to a 350 Cr annual revenue run rate scale. We invite you to be part of the upcoming growth story of B2B sector through Us.
• Opportunity to work with most dynamic individuals in Asia recognized under Forbes 30 Under 30 and industry stalwarts from across companies like Microsoft, Paypal, Gravitas, Parksons, ITC, Snapdeal, Fedex, Deloitte and HUL
• Our Company is featured in LinkedIn Top Startups 2019: The 25 hottest Indian companies to work for!
• Working here translates into being a part of a dynamic start-up with some of the most enthusiastic, hardworking and intelligent people in a fast paced and electrifying environment
• Our company has been awarded as the most Disruptive Procurement Startup of the year - 2017
• Being a company that is expanding itself every day and working towards exploring newer avenues in the market, every employee grows with the company
• The position provides a chance to build on existing talents, learn new skills and gain valuable experience in the field of Ecommerce

• Hire kick-ass engineers and coordinate their training and onboarding with our HR team
• Guide and mentor the engineering team, setting the bar for good programming skills through personal example
• Work with the Project Management team to manage software development projects by setting requirements, goals and timelines
• Prepare and manage the engineering department’s budget
• Design strategies for future development projects based on the company’s overall objectives and resources
• Coordinate with external stakeholders for new integrations and tools
• Track, report and improve execution metrics for your group.
• Deliver superior economics by making strategic investments in automation, analytics and machine learning.
• Work with our security team to assure Cloud environments are secure and compliant.
• Implement engineering processes under the guidance of the CTO. 
• Lead technical resolution of priority incidents, facilitate post-incident evaluations and ensure permanent closure of incidents.
• Design, experiment, and implement processes to increase the overall productivity of geographically distributed teams by tracking the relevant metrics
• Make an impact on overall tech culture and make collaboration across teams very effective to reach important business goals.

• Experience as a director of engineering or similar senior-level position
• 10+ years working in a technological role with 2+ years managing 20 or more engineers
• A seasoned leader who has unlimited energy to influence and daring to take initiatives and risks.
• A programmer who is a role model.
• Excellent project management skills
• High personal drive; results oriented; makes things happen
• Supremely tech savvy, able to wear multiple hats such as being an awesome programmer, application developer, technical architect, database designer.
• Large scale software product engineering experience with contemporary tools and delivery methods in a complex environment (i.e. DevOps, CI/CD, Agile, etc.).
• Must be knowledgeable about industry trends, best practices, and change management.
• Excellent communication and interpersonal skills
• Effective in building close working relationships with others
• Innovative and creative and adaptive to new environment
• Ability to absorb professional knowledge quickly and develop skills.
• You love collaborative environments that use agile methodologies to encourage creative design thinking and find innovative ways to develop with cutting edge technologies.
• Ambitious individual who can work under their own direction towards agreed targets/goals with creative approach to work.
• Intuitive individual with an ability to manage change and proven time management.
• Proven interpersonal skills while contributing to team effort by accomplishing related results as needed.

• Own the product development from scratch
• Architect scalable, distributed and large-scale web and mobile solutions from scratch
• Code for fresh development and to troubleshoot and resolve issues
• Writing reusable, testable, and efficient code
• Creating database schemas that represent and support business processes
• Design and implementation of low-latency, high-availability, and performant applications
• Manage a team of   Developers and Interns
• Boost productivity of team by guiding junior employees and setting the right path for the team

• Excellent analytical skills and understanding of computing fundamentals
• At least 5 years of work experience as a Software Developer
• Strong knowledge either of NodeJS or Python
• Experience working with AWS Serverless Technologies(Lambda, ApiGateway, Cognito, DynamoDB)
• Experience with SQL and NoSQL databases
• Experience with CI/CD and automation methodologies
• .Experience and knowledge of open source tools & frameworks, broader cutting-edge technologies around server-side development

• Take the microservices architecture to the next level of scalability, efficiency, observability, and availability. 
• Build, deploy & run multi-homed systems that work in multiple regions and cloud providers. 
• Build (and open source) data processing, storage and fetch systems at the petabyte scale with the lowest cost/GB while still responding in milliseconds at the 99th percentile. 
• Optimize algorithms which influence personalization, fulfillment/allocation, pricing, maps & routing, fleet positioning, payments, fraud prevention etc 
• Create platforms, reusable libraries, and utilities wherever applicable 
• Write high-quality code that is modular, functional and testable; Establish the best coding practices 
• Formally mentor junior engineers on design, coding, and troubleshooting 
• Troubleshoot issues effectively in a distributed architecture 
• Communicate, collaborate and work effectively in a global environment 
• Operationalize releases by partnering with Tech operations on capacity planning and operability of the product

Experience:

• of years  - 10+ years
• Type of experience - software design, development & architecture
• Experience in Product companies working on Internet-scale applications is preferred 
• Contribution to open-source software, tech blogs, talking at tech conferences, etc. 

Educational Qualifications:

○  Must have - Bachelor’s or Master’s degree in Engineering from premier institutes preferred  

Key competencies:

•  Deep understanding of one or more of Java/Go/Scala/C++. Ability to understand and critique the core library/language constructs. 
• Knowledge of processor, memory, network and storage internals. 
• Deep understanding of distributed systems including fault modeling, concurrency, isolation, consensus etc. 
• Internals of a RDBMS like MySQL 
• Conversant with the internals of systems like Kafka, Cassandra/Scylla, Redis, RocksDB, etc 
• Working knowledge of hosting and network infrastructure (K8s, Envoy, etc) 
• Familiarity with binary serialization protocols like thrift/protobuf/flatbuffers etc 
• Familiar with gRPC, HTTP/2, QUIC, etc. 
• Troubleshooting memory issues, GC tuning, resource leaks etc. 
• Strong problem-solving skills, algorithmic skills and data structures. 
• Productionizing machine learning pipelines using Spark/Flink/TensorFlow etc