Couture AI Platform provides Pluggable Building Blocks to the entire AI stack, which is used to build and produce varied enterprise ML and deep learning use cases. It has enabled some of the largest global organizations to implement specific vertical targeted products build on top of its proprietary AI platform. Experience: Building large scale AI models and/or systems. Expertise with Data, Machine Learning, and Deep Learning (CNN, RNN, LSTM, RBM, Seq-to-Seq Autoencoders Decoders, etc.). Strong data structures and algorithms capabilities. Looking for data science researchers. Strong working knowledge of deep learning, machine learning, and statistics. - Domain understanding of Personalization, Search, and Visual. Strong math skills with statistical modeling and machine learning. Experience in using Python, statistical/machine learning libs. Hands-on experience building models with deep learning frameworks (TensorFlow & TF tooling: TFX, TF Serving, Tensor Board, etc.). Ability to think creatively and solve problems. Preferred: Publications in highly accredited journals (If available, please share links to your published work.).Or, history of scaling ML/Deep learning algorithms at a massively large scale.
What you will Do :- You'll build and manage a diverse and inclusive team of engineers working on core parts of Epic- Ones product.- You'll recruit, coach, and develop engineers; you'll ensure engineers are regularly receiving feedback and that they are making rapid progress on personal and professional goals.- You'll facilitate planning- the prioritization, sequencing, and staffing of work- for your team.- You'll be responsible for maintaining a high-quality bar for everything your team ships.- You'll collaborate closely with peers from other functions- Design, Product, Marketing, Sales, and Support, to name a few- on our overall product roadmap, on product launches, and on ongoing operations.- You'll work with others to shape how EpicOne's engineering organisation works- you'll help develop our technical practices, recruiting and onboarding strategy, planning and prioritisation process, and more.What We're Looking For :- You have managed engineering teams with a record of shipping high-quality products.- You have built, or are committed to building, diverse and inclusive teams.- You create team environments that are at once collaborative, empowering, supportive, and challenging- ones where engineers do their best work.- You have a sufficiently deep background in product and technology that you can ask the right questions of your team, balance product, tech, and people concerns, and make hard tradeoffs.- You have a high tolerance for ambiguity and change, especially around organisational structure and the boundaries of your role. You enjoy jumping into whatever areas need attention and learning as-you-go.- You value empathetic and direct communication, particularly when giving and receiving feedback.- Proficient in Team management, Sprint and Scrum Plannings, App Performance optimisations.- Should own the Security of the app, Work towards Enabling Product teams by building A/B testing platform and experimentation layers. Understands data Analytics and the importance of storing, managing meaningful Raw data. And most importantly he/she should be a rockstar Code reviewerGood to Have's :- Masters or bachelor's degree in Computer Science, Engineering or equivalent with 8 to 10yrs of experience- Proficient in Ruby on rails, Python& React- Should have managed engineering teams at startups before, particularly during periods of rapid growth and organisational change.- You have experience rolling out engineering and management practices and processes- e.g., code review, performance reviews, and levels and ladders- where they didn't exist before.- You've managed teams that are partially (or entirely) remote.- You've heard of computing pioneers like Ada Lovelace, Douglas Engelbart, Alan Kay, and others- and understand why we're big fans of their work.
The role involves computer vision tasks including development, customisation and training of Neural Networks (CNNs); application of ML techniques (SVM, regression, clustering etc.) and traditional Image Processing (OpenCV etc.). The role is research focused and would involve going through and implementing existing research papers, deep dive of problem analysis, generating new ideas, automating and optimizing key processes.RequirementsIdeal candidates must have a working knowledge of:1) Python, Tensorflow/PyTorch (or similar Deep Learning frameworks), CNNs (for image classification, object detection etc)2) Image Processing techniques using OpenCV or other white-box image feature extraction algos
Key skills: Python, Django, Django Rest Framework, Docker, AWS, Postgres Do you love building simple but amazing products that help people live a better financial life? We’re looking for an outstanding product engineer to define the future of financial services and work with us on building it today. Software Engineer (Backend) We are looking for a great BackEnd developer who is proficient with Django/Python programming to create highly scalable applications to be deployed on AWS platform. Your primary focus will be on developing back-end services that are going to be used by our frontend layer, either Web or Mobile. These services will, in turn, synthesize the entire business and execution model by calling other services, fetching data from databases and performing defined business logic. You will ensure that these services and the overall application are scalable, 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 software design, and quality product is important. Responsible for: Developing enterprise-grade Web Services using Django/Python Designing APIs for the underlying business use cases Be responsible for solution design and architecture of your services. Building reusable components and a library of services for future use. Experience working on Microservices architecture will be a significant plus Managing & maintaining the platform where applications are going to be deployed, preferably AWS or any other PaaS Optimizing components for maximum performance for increasing load and endurance Writing extensive unit tests and automated system test cases Writing an optimum level of technical documentation for future developers Provide constructive feedback to design and product teams. Strong fundamentals of design patterns and enterprise architecture design. Strong coding ethics and codebase management skills, familiarity with concepts such as clean code and SOLID principles, DDD principles. Be well versed in database schema design and domain modelling. Qualifications / key skills / competencies required: Bachelors/Masters in Computer Science or equivalent Ability to work independently in small teams and a fast-paced environment. Prior startup experience will be a significant plus Ability to understand the business requirements for Product and translate them into technical requirements Minimum 3 years of experience in creating and consuming APIs using Django/Python. Experience working with any API documentation tool such as Swagger or Postman Experience with working with Dockerized environments, containers and Kubernetes is a plus. Strong experience working with SQL databases (such as Postgre or MySQL). Should understand the advantages of using relational and non-relational databases. Experience working with various AWS tools such as EC2, S3, RDS, Route53, etc. Strong fundamentals of networking, setup of DNS and services, managing infrastructure.where your code will run. Experience working with multi-user application development handling Authentication, Authorization, and Session & Transaction Management, asynchronous services, hooks, etc. Strong experience with any CI/CD pipeline for build and deployment Strong fundamentals with Git Experience working with any event or job schedule framework Experience in writing and maintaining a unit-test suite for your applications. A knack for troubleshooting, debugging, performance benchmarking and optimization Ability to understand how technical debt is being built and ways to address it in the future Strong communication and problem-solving skills. Key skills: Python, Django, Django Rest Framework, Docker, AWS, Postgres
Lead the development of the backend systems for our first product Build reliable, secure and performant backend systems Drive test coverage and continuous delivery automation within the team Mentor and provide feedback to teammates Requirements 5+ years of software development experience Strong computer science fundamentals Deep and wide knowledge of Python ecosystem Can write code that is readable, maintainable, secure and performant Know the importance of tests and how to approach writing different types of tests Good intuition for REST API design Deep understanding of relational databases, transactions, entity-relationship modeling Comfortable writing highly concurrent systems Experienced in using profilers, tuning garbage collection, optimizing SQL queries
REQUIREMENTS 4+ years of non-internship professional software development experience Exposure to the architecture and design (design patterns, security, reliability and scaling) of new and current systems. Bachelors/Masters degree in computer science or other related fields Programming experience with at least one modern language such as Java or Python including object-oriented design A solid foundation in computer science, with strong competencies in data structures, algorithms, and software design. Proven ability to take initiative and dive into new areas of technology. Passion for learning, analysing technology trade-offs and shipping products. Knowledge on SQL, NOSQL databases and AWS deployments is a plus Strong sense of ownership, urgency and drive Ability to work well with people and be both highly self motivated and motivating Must be independent and comfortable in a fast paced, ambiguous and often multi-directional work environment JOB RESPONSIBILITIES You will build cutting-edge secure and scalable systems by writing simple and efficient code. You will push your design and architecture limits for new product development. You will be the owner of your feature and work directly with product teams to drive customer impact. You will ensure that the systems you oversee are secure, fault-tolerant and are performing reliably at high volumes. Constantly look at possibilities to improve the overall functioning of the product. You possess a strong desire to learn and contribute solutions and ideas to a broad team You are independent and comfortable in a fast paced, ambiguous and often multi-directional work environments You will manage multiple tasks and use sound judgment when prioritizing You can collaborate with globally-located cross functional team in building customer-centric products You will analyze existing software implementations to identify areas of improvement and provide estimates for implementing new features GOOD-TO-HAVE Full stack experience is a plus Understanding of complete SDLC and Agile methodologies Domain expertise in Financial Services, Banking or Payments Code Quality –Code Hygiene (Coverage, Complexity, Usability) Collaboration –Strong peer review standards
- 10+ Years of experience in a technical position helping enterprise customers.- 5+ Years of leading an engagement.- 5+ Years developing and implementing security operations and technology in large, complex enterprises in multiple industry verticals, across a wide range of technology platforms.- 4+ Years on any Cloud Platform (AWS, Azure, Google, others).- Master's or Bachelor's degree in Information Science / Information Technology, Computer Science.- Deep hands-on experience leading the design, development and deployment of business software at scale.- Experience with service-oriented architectures, private and public clouds and web services security.- Strong skills in security principles such as least privilege access, defense in depth, preventative vs detective controls, Infrastructure and Network Security, Data protection, and Incident response.- Professional experience and good technical knowledge of application security, system security, network security, authentication/authorization protocols, and cryptography.- Experience advising customers on architectures meeting industry standards such as PCI DSS, ISO 27xxx, SOC, HIPAA, GDPR, and NIST/DoD frameworks.- Experience with enterprise risk management methods and techniques to drive successful outcomes in a global enterprise environment.- Good understanding of Enterprise Networks, Security and Identity Access Management.- Configuration management using CloudFormation and/or Chef/Puppet.- Experience with agile approaches and Experience in DevOps or DevSecOps, and how they impact risk management and compliance.- Hands-on technical expertise in technology automation, implementation, integration, and/or deployment using scripting and/or IaaC.- Knowledge of professional software engineering practices & best practices for the full software development life cycle, including coding standards, code reviews, source control management, libraries building, build processes, testing, and operations.- Demonstrated ability to mentor other software developers to maintain architectural vision and software quality.- Experience taking a lead role developing complex software systems that have successfully been delivered to customers.- Ability to travel to customer sites as needed.PREFERRED QUALIFICATIONS:- AWS Solutions Architect Certified.- AWS Security Speciality Certified.- CISSP, CCSP, CISM, and/or other comparable certifications.
Amazon has built a reputation for excellence with recent examples of being named #1 in customer service, #1 most trusted, and #2 most innovative. Amazon has a fast-paced environment where we - Work Hard, Have Fun, Make History.-Amazon Web Services (AWS) is carrying on that tradition while leading the world in Cloud technologies. As a member of the AWS Professional Services team you will be at the forefront of this transformational technology assisting a global list of companies that are taking advantage of a growing set of services and features to run their mission-critical applications.Professional Services engage in a wide variety of projects for customers and partners, providing collective experience from across the AWS customer base and are obsessed about strong success for the Customer. Our team collaborates across the entire AWS organization to bring access to product and service teams, to get the right solution delivered and drive feature innovation based upon customer needs. You will collaborate with our customers and/or partners on key engagements and will develop and deliver proof-of-concept projects, technical workshops, feature comparisons, and execute migration projects.You will be based in Hyderabad and might have to travel globally to ensure customer success.Responsibilities :- Employ customer facing skills to represent AWS well within the customer's environment and drive discussions with technical and business teams.- As a key member of the team, ensure success in designing, building and migrating applications, software, and services on the AWS platform- Participate in architectural discussions and design exercises to create large scale solutions built on AWS and also be part of the development lifecycle.- Identity workarounds for specific issues and corner scenarios observed during migration- Automate solutions for repeatable problems- Develop test plan and testcases to demonstrate application/database readiness post migration- Work closely with application teams to ensure business functionality and SLAs are met- Consult for optimal design of database environments, analyzing complex distributed production deployments, and making recommendations to optimize performance- Develop innovative solutions to complex business and technology problems- Educate customers on the value proposition of AWS and AWS services- Partner with the sales team to design solutions for customers that drive AWS adoption and revenue- Conduct technical sessions for internal teams, partners and customersBASIC QUALIFICATIONS :- 12+ years of experience in a technical position.- 4+ years on any Cloud Platform (AWS, Azure, Google etc).- Bachelor's degree in Information Science / Information Technology, Computer Science, Engineering, Mathematics, Physics, or a related field.- Strong verbal and written communication skills, with the ability to work effectively across internal and external organizations.- Strong programming skills in Java and/or Python.- Strong hands-on experience in integrating multiple databases like Oracle, SQL Server, PostgreSQL etc.- Deep hands-on experience in the design, development and deployment of business software at scale.- Customer facing skills to represent AWS well within the customer's environment and drive discussions with senior personnel regarding trade-offs, best practices, project management and risk mitigation- Leading/Involved in highly-available and fault-tolerant enterprise and web-scale software applications.- Experience in performance optimization techniques.- High end Troubleshooting and Communication skills.- Proven experience with software development life cycle (SDLC) and agile/iterative methodologies requiredPREFERRED QUALIFICATIONS :- Implementing experience with primary AWS services (EC2, ELB, RDS, Lambda, API Gateway Route53 & S3).- AWS Solutions Architect Certified- Infrastructure automation through DevOps scripting (E.g. shell, Python, Ruby, Powershell, Perl)- Configuration management using CloudFormation and/or Chef/Puppet- Experience in database programming like PL/SQL etc.- Demonstrated ability to think strategically about business, product, and technical challenges- Integration of AWS cloud services with on-premise technologies from Microsoft, IBM, Oracle, HP, SAP etc.- Experience with IT compliance and risk management requirements (eg. security, privacy, SOX, HIPAA etc.).- Extended travel to customer locations may be required to sell and deliver professional services as neededAmazon is an equal opportunity employer. Amazon or its Recruitment Partners do not charge any fee or security deposit from the candidate for offering employment.
More than 7 years of Hands on experience building end to end critical applications Good experience of Product/Business and handling teams Experience with any of the following languages like Java / Nodejs / Python Expertise in micro service / Data modelling / AWS / Messaging Expertise in building scalable & reliable systems Good Experience in working with technologies like AWS, Redis, Experience in messaging systems like SQS/RabbitMq Good knowledge of caching, Databases, distributed systems. Strong problem solving and analytical skills Good to Have Minimum 5 Years of experience in startups Good startups which has seen scale (Million+ users) - Preferable Flipkart/Swiggy/Dunzo/Zomato/Ola (3+years of experience) Years of Exp: 7 -14 yrs. Qualification: ● Engineering graduates from Tier I or II institutes. ● B.E/ B.Tech/ MCA/ ME/ M.Tech This is a once-in-a-lifetime chance to gain tremendous experience watching a organization being built from the ground-up (and subsequently, earn life-changing equity) for an exceptional Engineering Manager
About Us upGrad is an online education platform building the careers of tomorrow by offering the most industry-relevant programs in an immersive learning experience. Our mission is to create a new digital-first learning experience to deliver tangible career impact to individuals at scale. upGrad currently offers programs in Data Science, Machine Learning, Product Management, Digital Marketing, and Entrepreneurship, etc. upGrad is looking for people passionate about management and education to help design learning programs for working professionals to stay sharp and stay relevant and help build the careers of tomorrow. upGrad was awarded the Best Tech for Education by IAMAI for 2018-19 upGrad was also ranked as one of the LinkedIn Top Startups 2018: The 25 most sought- after startups in India upGrad was earlier selected as one of the top ten most innovative companies in India by FastCompany. We were also covered by the Financial Times along with other disruptors in Ed-Tech upGrad is the official education partner for Government of India - Startup India program Our program with IIIT B has been ranked #1 program in the country in the domain of Artificial Intelligence and Machine Learning Role Summary Are you excited by the challenge and the opportunity of applying data-science and data- analytics techniques to the fast developing education technology domain? Do you look forward to, the sense of ownership and achievement that comes with innovating and creating data products from scratch and pushing it live into Production systems? Do you want to work with a team of highly motivated members who are on a mission to empower individuals through education?If this is you, come join us and become a part of the upGrad technology team. At upGrad the technology team enables all the facets of the business - whether it’s bringing efficiency to ourmarketing and sales initiatives, to enhancing our student learning experience, to empowering our content, delivery and student success teams, to aiding our student’s for their desired careeroutcomes. We play the part of bringing together data & tech to solve these business problems and opportunities at hand.We are looking for an highly skilled, experienced and passionate data-scientist who can come on-board and help create the next generation of data-powered education tech product. The ideal candidate would be someone who has worked in a Data Science role before wherein he/she is comfortable working with unknowns, evaluating the data and the feasibility of applying scientific techniques to business problems and products, and have a track record of developing and deploying data-science models into live applications. Someone with a strong math, stats, data-science background, comfortable handling data (structured+unstructured) as well as strong engineering know-how to implement/support such data products in Production environment.Ours is a highly iterative and fast-paced environment, hence being flexible, communicating well and attention-to-detail are very important too. The ideal candidate should be passionate about the customer impact and comfortable working with multiple stakeholders across the company. Roles & Responsibilities 3+ years of experience in analytics, data science, machine learning or comparable role Bachelor's degree in Computer Science, Data Science/Data Analytics, Math/Statistics or related discipline Experience in building and deploying Machine Learning models in Production systems Strong analytical skills: ability to make sense out of a variety of data and its relation/applicability to the business problem or opportunity at hand Strong programming skills: comfortable with Python - pandas, numpy, scipy, matplotlib; Databases - SQL and noSQL Strong communication skills: ability to both formulate/understand the business problem at hand as well as ability to discuss with non data-science background stakeholders Comfortable dealing with ambiguity and competing objectives Skills Required Experience in Text Analytics, Natural Language Processing Advanced degree in Data Science/Data Analytics or Math/Statistics Comfortable with data-visualization tools and techniques Knowledge of AWS and Data Warehousing Passion for building data-products for Production systems - a strong desire to impact the product through data-science technique
Associate Director – Data ScienceTiger Analytics is a global AI & analytics consulting firm. With data and technology at the core of our solutions, we are solving some of the toughest problems out there. Our culture is modeled around expertise and mutual respect with a team first mindset. Working at Tiger, you’ll be at the heart of this AI revolution. You’ll work with teams that push the boundaries of what-is-possible and build solutions that energize and inspire.We are headquartered in the Silicon Valley and have our delivery centres across the globe. The below role is for our Chennai or Bangalore office, or you can choose to work remotely.About the Role:As an Associate Director - Data Science at Tiger Analytics, you will lead data science aspects of endto-end client AI & analytics programs. Your role will be a combination of hands-on contribution, technical team management, and client interaction.• Work closely with internal teams and client stakeholders to design analytical approaches tosolve business problems• Develop and enhance a broad range of cutting-edge data analytics and machine learningproblems across a variety of industries.• Work on various aspects of the ML ecosystem – model building, ML pipelines, logging &versioning, documentation, scaling, deployment, monitoring and maintenance etc.• Lead a team of data scientists and engineers to embed AI and analytics into the clientbusiness decision processes.Desired Skills:• High level of proficiency in a structured programming language, e.g. Python, R.• Experience designing data science solutions to business problems• Deep understanding of ML algorithms for common use cases in both structured andunstructured data ecosystems.• Comfortable with large scale data processing and distributed computing• Excellent written and verbal communication skills• 10+ years exp of which 8 years of relevant data science experience including hands-onprogramming.Designation will be commensurate with expertise/experience. Compensation packages among the best in the industry.
The person Articulate High Energy Passion to learn High sense of ownership Ability to work in a fast-paced and deadline driven environment Loves technology Highly skilled at Data Interpretation Problem solver Ability to narrate story to the business stakeholders Generate insights and the ability to turn them into actions and decisions The Ask Skills to work in a challenging, complex project environment Need you to be naturally curious and have a passion for understanding consumer behaviour A high level of motivation, passion and high sense of ownership Excellent communication skills needed to manage an incredibly diverse slate of work, clients, and team personalities Flexibility to work on multiple projects and deadline-driven fast-paced environment Ability to work in ambiguity and manage chaos Project Delivery Skills Work with key stakeholders and executive team to understand their data and metrics needs to ensure data integrity and most valuable and effective metrics Execute & participate in full lifecycle of an analytics/BI/Data Visualization project: starting from gathering and understanding the stakeholder needs, creating design, architecting the solution and implementation Ability to create best visualization product to represent the kind of data at hand. Be able to understand how best to represent various data forms, e.g. text, numbers, ranges, images utilizing various visualization techniques, charts e.g. box charts, histograms, word cloud, bubble chart, heat maps, tree maps, waterfall etc Ability to work with structured as well as unstructured data and derive meaningful insights Design, develop and maintain scalable and reliable analytical tools, dashboards, and metrics that drive key business decisions Business Reporting and Ad-hoc querying using SQL Developing Dashboards on Power BI/Tableau for senior management Managing users and user roles and provide quality assurance of imported data Skills Must have proficiency in Data Visualization on PowerBI/Tableau Strong experience in Business Intelligence, Data Analytics, Modelling and Segmentation Expertise in Excel, Office, SQL and working knowledge of NoSQL databases Expert at bringing data from different data sources into the visualization tool e.g. AWS, SQL, PostgreSQL, flat files, etc Basic Python Scripting Strong Statistics, Maths and Analytical skills Exceptional analytical thinking with experience working in a global environment Excellent written and oral communication skills with English language Understanding of Sales & marketing data metrics would be added advantage Qualifications BE/BTech in Computer Science /B.Sc. in Statistics/Maths 2-5yrs of work experience which should include minimum 2 years’ experience handling large amounts of data
About us:Synup unlocks the potential of local marketing by continuously improving brand awareness, customer acquisition, and sales results. Brands can now control and deliver the content and information local customers need to find, engage, and buy from them in an easy-to-use cloud platform. From customer reviews to menus, photographs to product listings, businesses can enhance, distribute, and analyze their content across digital platforms and devices. By seamlessly optimizing their local business content, Synup clients improve their ability to be found and chosen by customers. Today, thousands of companies use Synup to improve local business content and results. Synup is headquartered in New York City with operations in APAC, EMEA, Australia, Canada, New Zealand, and the UK. Learn more at www.synup.comJob Title - Backend EngineerLocation - Bangalore, IndiaAs a Backend Engineer, you will be responsible for working on features that directly impact users.You will● Work with your Technical Manager to ensure a feature implementation is scalable for the next million businesses that will use Synup● Work in cross-functional teams to build internal tools● Analyze & build tools to debug sub-systems● Building reporting mechanisms to ensure a sub-system's performance● Work with the Infrastructure Engineers to ensure smooth deployments● Get mentored by some of the finest folks in BangaloreWhat are we looking for?● 3-10 yrs of work experience in Python/ Ruby on Rails● An eye for detail in your work● Be proactive and interested in solving problems for others● Be able to explore and pick up new tools & languages. Our codebase is mostly in Ruby, But we have a few sub-systems using Python, Elixir, and GoLang Projects you could work on● Build GraphQL endpoints for every customer-facing component or move existing APIs fromREST to GraphQL.● With just under a billion pages crawled for 300 million unique listings, we have built a state of the art crawling system that powers our free scan product. If you like thinking about distributed systems, you might find a good home here!● Design, build and maintain integrations with 50 different partners. We are constantlyexpanding our network and continue to onboard a partner every month. While most of ourintegrations are straightforward, we do have some convoluted head-spinning quirks in oursystems. Help us simplify them.● Integrate our payments partner into our sales pipeline back into our lead generation tool. We believe in automating as many manual, repetitive tasks so that our team gets more productive and uses their time in deriving insights from the vast data that we gather.● Plan and implement multi-region availability for our distributed job queuing infrastructure! All of our systems can sustain losing machines, and making our systems even more resistant tofailure is a big theme for us.● We have a lot of batch jobs that run every day. How would you plan and build data pipelines, workflows, and reporting for these batch jobs?You should include these in your application● A short introduction describing who you are and what you’re looking for.● What projects have you enjoyed working on? Which have you disliked? What motivates you?● Links to online profiles you use (GitHub, Twitter, Blog, etc).
Learngram is a Singapore based EdTech startup with a vision to empower institutions offer their educational content to learners through a tech platform that helps learners master the content. At Learngram, we are building an AI powered E-Learning platform. Our tech team is based out of Bengaluru. We are building a high quality team of result focused & innovative problem solvers. Founders:Vikas Goel - CEO - linkedin.com/in/vikas-goel-cfa-77 58 79 10Raman Kishore - CTO - linkedin.com/in/kramankishore We are looking for an early team member to join our startup. Someone who is passionate to be at the helm of building a company, who can build products ground up and is enthusiastic to be a very early member of a startup. Someone is who is a passionate developer capable of building frontend and backend, writing high performance apis, follows good software architecture, writes good code, is highly productive and can build world class products. An ideal candidate is skilled in - Fullstack development (NodeJs or Python + React + React Native + GCP/AWS) - Deployment on Cloud- Good at backend and frontend - Good software design & architecture- Good problem solving skills- CI/CD- Analytics- Scalability- Unit testing- has continuous learning attitude, high ownership, startup mindset and is optimistic.