GCP Data Engineer

Talview is seeking experienced frontend developer to join our engineering team building next generation reactive web app applications for the talview platform. We're looking for passionate, creative developers who are excited about solving new problems. As a developer, you will work through the full project lifecycle to design, develop, test, implement and support the web applications. You will have the opportunity to work in a dynamic environment on highly impactful projects. We don't expect you to know everything coming in, so we'll pair you with mentors who will help you grow and develop your skills.

We want to hire the right person wherever you are in the world. You’ll enjoy working in a fantastic development environment with flexible working hours .

Skills & Requirements

We expect to see:

• 2-5 year of experience.
• Expertise with JavaScript and modern JS reactive frameworks like React JS/ Vue / Svelte.
• Experience writing semantic HTML5 markup and CSS3.
• Expertise developing web apps with responsive/adaptive design and progressive enhancement.
• Understanding of major browsers and the special considerations required for various quirks.
• Experience with mobile web development.
• Experience with Node.js, package management, build systems (webpack/rollup/esbuild) and the OSS ecosystem.
• Experience with VCS and Git in particular.
• A strong design sense and knowledge of how product design affects UI/UX.
• Strong Javascript foundation and clear understanding of Javascript classes, prototype based inheritance, modules, etc.

We like to see (but not required):

• An active Stack Overflow and Github profile
• Prior experience with UI frameworks and javascript
• Any open source code or example projects that you're proud of
• Experience in developing SaaS products with an engaged user base
• Any other evidence of your passion for building great applications

• Review and analyze system specifications
• Collaborate with QA Engineers to develop effective strategies and test plans
• Execute test cases (manual) and analyze results
• Evaluate product code according to specifications
• Create logs to document testing phases and defects
• Report bugs and errors to development teams
• Help troubleshoot issues
• Conduct post-release/ post-implementation testing
• Work with cross-functional teams to ensure quality throughout the software development lifecycle

• Proven 3+ years of experience as a Quality Assurance Tester or similar role
• Experience in project management and QA methodology
• Ability to document and troubleshoot errors
• Excellent communication skills
• Attention to detail
• Analytical mind and problem-solving aptitude
• Strong organizational skills.

About Mastercard

We are the global technology company behind the world’s fastest payments processing network.

We are a vehicle for commerce, a connection to financial systems for the previously excluded, a technology innovation lab, and the home of Priceless.

We ensure every employee has the opportunity to be a part of something bigger and to change lives.

We believe as our company grows, so should you.

We believe in connecting everyone to endless, priceless possibilities.

Overview Services and Data is helping to shape the future of data insights by leveraging billions of anonymized, aggregated transactions in a 10 petabyte date warehouse to help financial institutions, merchants, media, and governments manage their businesses more effectively.

Advanced Analytics is charged with servicing clients by centralizing and optimizing the world class analytical, modeling, software coding, data sourcing, product development, product management, econometrics, and associated delivery capabilities of the MasterCard Advisors organization.

It focuses on creating innovative technology solutions which leverage technology in the data science, artificial intelligence and analytics arenas; on enabling the field with industrialized, repeatable products and on researching and incubating emerging technology to determine how they might apply to our customers and facilitate positive outcomes.

What we are re looking for

• Are you motivated by developing new Analytical skills, leading to insights into issues and developing recommendations that add real value to clients?
• Have you managed the client independently and effectively?
• Do you want to play a key role in driving a world beyond cash?
• Leading the formulation of artificial intelligence and machine learning solution objectives. Working on technical requirements based on user need.
• Responsible for creating the framework of solutions that take data intensive and complex business challenges and provide easily consumed and automated outcomes
• Using unique visualization techniques, condenses large volumes of complex ideas into elegant and simple visual models
• Determine opportunities to exploit new data sources or leverage new outcomes from existing data sources, by applying new models and algorithms to create business value
• Influences a client's strategic decisions by using deep industry expertise and deploying innovative Deep Learning analytics solutions in the operational systems Leadership Skills
• Works closely with clients/internal stakeholders to understand their business needs and design a technical solution
• Proving viability of the solution through mechanisms like proof-of-concepts
• Thought Leadership in AI – Developing compelling audience-specific messages and tools. Capture and share best practices and insights internally and with partners and customers.
• Self-driven, energetic, creative with ability to work in global teams.
• Excellent communication skills and a wide knowledge base, to convince the Stakeholders on application of AI/ML
• Provide technical leadership to the team members in relevant topics on AI/ML
• Adaptable - Takes in stride and constantly attunes to the changing needs of a highly dynamic business
• Curious - our key contributors are always seeking to grow their knowledge, to gain new perspectives, and to find better ways forward by researching and showcasing latest AI tools, techniques and applications
• Tenacious - self-starters who will take ownership of projects and bring them to completion despite difficulties or setbacks
• Consulting and Project Management Experience preferred

Functional and Technical Skills

• Experience in building and implementing AI application in any of the two domains - Fraud, risk, marketing, finance, operations for Banks, Fintech, Ecommerce, merchants or retailers
• Has a deep understanding of business value industry requirements and advanced analytic models (statistical, operations research, computing process)
• Responsible for building applications using artificial intelligence/machine learning technology, applying latest industrial and academic developments, prefer Kaggle hackathon participant
• Expertise in deep learning frameworks for Production Systems like Tensorflow, Keras (for RPD and neural net architecture evaluation), PyTorch and Xgboost, Caffe, Theono
• Proficient in Deep Learning algorithm techniques like Random Forest, GBM, KNN, SVM, Bayesian, Text Mining techniques, Multilayer Perceptron, Neural Networks – Feedforward, CNN, LSTM’s GRU’s.
• Optimization techniques – Activity regularization (L1 and L2), Adam, Adagrad, Adadelta concepts; Cost Functions in Neural Nets – Contrastive Loss, Hinge Loss, Binary Cross entropy, Categorical Cross entropy; developed applications in KRR, NLP, Speech and Image processing
• Expertise in classical Machine Learning algorithms like Logistic Regression, Decision trees, Clustering (K-means, Hierarchical and Self-organizing Maps), TSNE, PCA, Bayesian models, Time Series ARIMA/ARMA, Recommender Systems - Collaborative Filtering, FPMC, FISM, Fossil etc
• Extensive experience in statistical tools and programming environments like Python, R, SAS, SQL
• Experience with BIG DATA platforms - Hadoop, Hive, Spark, GPU Clusters for deep learning

Qualifications

• Minimum Graduate degree in Mathematics/Computer Science/Engineering