Data Science Architect jobs at Ey in India, Hyderabad

Requisition Id : 1650362

The opportunity : Consultant-FS-SaT-SaT - S&E - Corporate Strategy - Mumbai

FS :

Amid comprehensive regulatory change, today’s financial services institutions are focusing on digital transformation, convergence and disruption from an array of non traditional competitors — all while meeting greater demands for trust and transparency.

We recruit, train and foster a diverse set of people who give their minds to building the future of financial services. Together, we explore new perspectives with innovative and innovative thinking to deliver exceptional client service and ensure that what we do today, counts for tomorrow.

SaT - S&E - Corporate Strategy :

Whether clients are preserving, optimizing, raising or investing, our Connected Capital Solutions (CCS) are our five go-to-market offerings that help drive competitive advantage and increased returns through improved decision-making. The CCS include Strategy, Corporate Finance, Buy and Integrate, Sell and Separate and Reshaping Results, and are underpinned by our Connected Capital Technologies.

Your key responsibilities

Technical Excellence

Skills and attributes

To qualify for the role you must have
Qualification

1–3 years total experience, ideally in strategy/management consulting, corporate strategy, product/analytics in BFSI/fintech, or a rotational leadership program with FS exposure.
Demonstrated experience building models, synthesizing insights, and creating client-ready slides.

What we look for

People with the ability to work in a collaborative manner to provide services across multiple client departments while following the commercial and legal requirements. You will need a practical approach to solving issues and complex problems with the ability to deliver insightful and practical solutions. We look for people who are agile, curious, mindful and able to sustain postivie energy, while being adaptable and creative in their approach.

What we offer

If you can confidently demonstrate that you meet the criteria above, please contact us as soon as possible.

Underpinning everything is our focus on developing a talented team through investment in technical and commercial training and knowledge transfer. Within the team you will have the opportunity to take on client management responsibilities and have the potential to gain excellent career progression.

Your key responsibilities

As a Senior within Decision Modelling, you will join a collaborative team where our experienced leaders will coach and mentor your growth as a modeler, analyst and rounded commercial advisor. You will likely spend your day-to-day designing, building and testing integrated financial models for transaction decision-related projects or even for forecasting purposes for our clients. You’ll need a strong knowledge of Excel and how it can be applied to corporate finance and be flexible and adaptable when it comes to different projects. Reviewing financial models is key too and you will be part of teams that provide preliminary conclusions regarding the logical integrity of our clients’ models. Knowledge of analytical tools and techniques would also be of benefit in the role, such as data visualization software.

Skills and attributes for success

• Strong Excel Skills - designing and building models as well as testing them; incorporating operational, tax, accounting and financing aspects across a range of sectors. Strong understanding of Excel and its key functionality (such as Power Query, Power Pivot, spill functions, tables) and demonstrated ability to build models and analysis in Excel
• Knowledge of one or more complementary coding languages (such as M, DAX, VBA, Python and R) how they can be applied to corporate finance and business strategy problems
• Stakeholder Management - every day you’ll interface with multiple stakeholders across different functions to identify underlying business drivers and appreciate context of the transaction and the client's business issues
• Logical thinking - you’ll apply logical thinking and creative problem-solving skills to support resolution of issues
• Attention to Detail – you will build models to meet our rigorous standards and review models built by others to identify logical concerns
• Communication - Communicating effectively with the engagement manager, the client, and the wider team in a concerted effort towards delivering work products of the highest standard
• Support - assisting senior team members in developing new business

To qualify for the role you must have

• Strong commercial awareness and an ability to identify the factors that drive business and financial performance, and proven ability to think logically and map business understanding into Excel-based analytics or modelling
• A passion for Decision Modelling; highly motivated, numerate and a logical thinker are all key to the role

Ideally, you’ll also have

• Proven experience of Decision Modelling, with 2-3 years of commercial, client-facing work experience
• Strong interpersonal skills and previous experience of working within a similar team
• Financial modelling experience
• A designation (such as CFM, CFMP, CBV, CFA, CPA or P.Eng) certification or significant progress towards these or similar certifications
• Strong communication skills that enable you to simplify complex technical topics and share those with non-technical stakeholders.
• Experience with any of the following software packages: Data Visualization applications (e.g. MS Power BI, Tableau), Statistical packages (e.g. MATLAB, SPSS), VBA; C#, R or Python, MS Access; SQL Server

We are looking for candidates who are highly motivated, analytical, logical thinkers with a passion for decision modelling and analytics, with very strong attention to detail. Being a strong team player is critical with the ability to adapt to changing requirements or deadlines in support of our clients’ goals. Also, being highly motivated and self-aware to work autonomously where required.

Support Engineer – Flutter, NodeJS, MongoDB

We are seeking a proactive and technically skilled Support Engineer to join our team. The ideal candidate will have hands-on experience in Flutter, NodeJS, and MongoDB, and will be responsible for providing technical support, troubleshooting issues, and ensuring smooth operation of applications and services.

Your key responsibilities

• Provide technical support to clients and end-users to troubleshoot and resolve complex software issues related to web and mobile applications using Flutter.
• Troubleshoot and resolve issues in both native applications and responsive web portals, ensuring high performance and reliability.
• Perform code analysis and debugging to identify and fix software defects and performance bottlenecks.
• Provide ongoing application support and maintenance, including monitoring performance, identifying bugs, and implementing fixes.
• Design, develop, and maintain scalable and efficient backend services using Node.js.
• Work with MongoDB to design and optimise database schemas and queries for performance.
• Create and manage RESTful APIs and web API layers to support front-end applications.
• Analyse application logs and metrics using Grafana and other monitoring tools to identify and troubleshoot problems.
• Collaborate with cross-functional teams, including developers and QA engineers, to identify root causes and implement appropriate solutions.
• Develop and write clear and concise technical documentation, including resolution steps, troubleshooting guides, and FAQs.
• Debug complex issues, perform root cause analysis, and implement effective solutions with minimal downtime.
• Stay updated with the latest industry trends and technologies to provide innovative solutions and improve overall system efficiency.
• Implement CI/CD pipelines using tools like Harness and Jenkins to automate deployment processes.
• Assist in providing training and guidance to junior support team members, sharing technical knowledge and best practices.
• Collaborate with project managers and stakeholders to prioritise and address critical customer issues in a timely manner.

Skills and attributes for success

• Strong knowledge of Flutter for web and mobile application support.
• Experience with NodeJS for backend troubleshooting and support.
• Proficiency in MongoDB for database-related support tasks.
• Familiarity with REST APIs and JSON.
• Good understanding of application logs and debugging techniques.
• Excellent communication and problem-solving skills.
• Ability to work independently and in a team environment.

To qualify for the role, you must have

• Bachelor’s degree in computer science, Information Technology, or a related field.
• 3 years of experience in implementing web and cross-platform mobile applications using Flutter, NodeJs, MongoDB.
• Hands-on experience with API integration and troubleshooting.
• Familiarity with responsive web design principles and best practices.
• Proficient in using version control systems such as Git.
• Strong problem-solving skills and attention to detail.
• Excellent communication and teamwork abilities.

Technologies and Tools

• Splunk for logs
• Harness
• Rancher
• Nexus
• AWS
• AWS S3
• Jira
• Confluence
• Flutter
• Node.js
• Maria DB

What we look for

• Strong analytical and problem-solving skills to quickly identify and resolve technical issues.
• Excellent communication skills, both written and verbal, with the ability to interact effectively with clients and team members

What we offer

EY Global Delivery Services (GDS) is a dynamic and truly global delivery network. We work across six locations – Argentina, China, India, the Philippines, Poland and the UK – and with teams from all EY service lines, geographies and sectors, playing a vital role in the delivery of the EY growth strategy. From accountants to coders to advisory consultants, we offer a wide variety of fulfilling career opportunities that span all business disciplines. In GDS, you will collaborate with EY teams on exciting projects and work with well-known brands from across the globe. We’ll introduce you to an ever-expanding ecosystem of people, learning, skills and insights that will stay with you throughout your career.

• Continuous learning : You’ll develop the mindset and skills to navigate whatever comes next.
• Success as defined by you : We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

Role Overview: We are seeking a highly skilled and experienced Senior Data Scientist with a minimum of 3 - 7 years of experience in Data Science and Machine Learning, preferably with experience in NLP, Generative AI, LLMs, MLOps, Optimization techniques, and AI solution Architecture. In this role, you will play a key role in the development and implementation of AI solutions, leveraging your technical expertise. The ideal candidate should have a deep understanding of AI technologies and experience in designing and implementing cutting-edge AI models and systems. Additionally, expertise in data engineering, DevOps, and MLOps practices will be valuable in this role.

Your technical responsibilities:

• Contribute to the design and implementation of state-of-the-art AI solutions.
• Assist in the development and implementation of AI models and systems, leveraging techniques such as Language Models (LLMs) and generative AI.
• Collaborate with stakeholders to identify business opportunities and define AI project goals.
• Stay updated with the latest advancements in generative AI techniques, such as LLMs, and evaluate their potential applications in solving enterprise challenges.
• Utilize generative AI techniques, such as LLMs, to develop innovative solutions for enterprise industry use cases.
• Integrate with relevant APIs and libraries, such as Azure Open AI GPT models and Hugging Face Transformers, to leverage pre-trained models and enhance generative AI capabilities.
• Implement and optimize end-to-end pipelines for generative AI projects, ensuring seamless data processing and model deployment.
• Utilize vector databases, such as Redis, and NoSQL databases to efficiently handle large-scale generative AI datasets and outputs.
• Implement similarity search algorithms and techniques to enable efficient and accurate retrieval of relevant information from generative AI outputs.
• Collaborate with domain experts, stakeholders, and clients to understand specific business requirements and tailor generative AI solutions accordingly.
• Conduct research and evaluation of advanced AI techniques, including transfer learning, domain adaptation, and model compression, to enhance performance and efficiency.
• Establish evaluation metrics and methodologies to assess the quality, coherence, and relevance of generative AI outputs for enterprise industry use cases.
• Ensure compliance with data privacy, security, and ethical considerations in AI applications.
• Leverage data engineering skills to curate, clean, and preprocess large-scale datasets for generative AI applications.

Requirements:

• Bachelor's or Master's degree in Computer Science, Engineering, or a related field. A Ph.D. is a plus.
• Minimum 3-7 years of experience in Data Science and Machine Learning.
• In-depth knowledge of machine learning, deep learning, and generative AI techniques.
• Proficiency in programming languages such as Python, R, and frameworks like TensorFlow or PyTorch.
• Strong understanding of NLP techniques and frameworks such as BERT, GPT, or Transformer models.
• Familiarity with computer vision techniques for image recognition, object detection, or image generation.
• Experience with cloud platforms such as Azure, AWS, or GCP and deploying AI solutions in a cloud environment.
• Expertise in data engineering, including data curation, cleaning, and preprocessing.
• Knowledge of trusted AI practices, ensuring fairness, transparency, and accountability in AI models and systems.
• Strong collaboration with software engineering and operations teams to ensure seamless integration and deployment of AI models.
• Excellent problem-solving and analytical skills, with the ability to translate business requirements into technical solutions.
• Strong communication and interpersonal skills, with the ability to collaborate effectively with stakeholders at various levels.
• Understanding of data privacy, security, and ethical considerations in AI applications.
• Track record of driving innovation and staying updated with the latest AI research and advancements.
  

Good to Have Skills:

• Apply trusted AI practices to ensure fairness, transparency, and accountability in AI models and systems.
• Utilize optimization tools and techniques, including MIP (Mixed Integer Programming).
• Drive DevOps and MLOps practices, covering continuous integration, deployment, and monitoring of AI models.
• Implement CI/CD pipelines for streamlined model deployment and scaling processes.
• Utilize tools such as Docker, Kubernetes, and Git to build and manage AI pipelines.
• Apply infrastructure as code (IaC) principles, employing tools like Terraform or CloudFormation.
• Implement monitoring and logging tools to ensure AI model performance and reliability.
• Collaborate seamlessly with software engineering and operations teams for efficient AI model integration and deployment.
• Familiarity with DevOps and MLOps practices, including continuous integration, deployment, and monitoring of AI models.

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

Your key responsibilities

• Application Development : Design and develop cloud-native applications and services using Angular/React/Typescript, Java Springboot /Node, AWS services such as Lambda, API Gateway, ECS, EKS, and DynamoDB, Glue, Redshift, EMR.
• Deployment and Automation : Implement CI/CD pipelines using AWS CodePipeline, CodeBuild, and CodeDeploy to automate application deployment and updates.
• Architecture Design : Collaborate with architects and other engineers to design scalable and secure application architectures on AWS.
• Performance Tuning : Monitor application performance and implement optimizations to enhance reliability, scalability, and efficiency.
• Security : Implement security best practices for AWS applications, including identity and access management (IAM), encryption, and secure coding practices.
• Container Services Management:
  • Design and deploy containerized applications using AWS services such as Amazon ECS (Elastic Container Service), Amazon EKS (Elastic Kubernetes Service), and AWS Fargate.
  • Configure and manage container orchestration, scaling, and deployment strategies.
  • Optimize container performance and resource utilization by tuning settings and configurations.
• Application Observability:
  • Implement and manage application observability tools such as AWS CloudWatch, AWS X-Ray, Prometheus, Grafana, and ELK Stack (Elasticsearch, Logstash, Kibana).
  • Develop and configure monitoring, logging, and alerting systems to provide insights into application performance and health.
  • Create dashboards and reports to visualize application metrics and logs for proactive monitoring and troubleshooting.
• Integration : Integrate AWS services with application components and external systems, ensuring smooth and efficient data flow.
• Troubleshooting : Diagnose and resolve issues related to application performance, availability, and reliability.
• Documentation : Create and maintain comprehensive documentation for application design, deployment processes, and configuration.

Required Skills:

• AWS Services: Proficiency in AWS services such as Lambda, API Gateway, ECS, EKS, DynamoDB, S3, and RDS, Glue, Redshift, EMR.
• Programming : Strong programming skills in languages such as Python, Java or Node.js, Angular/React/Typescript
• CI/CD: Experience with CI/CD tools and practices, including AWS CodePipeline, CodeBuild, and CodeDeploy.
• Infrastructure as Code : Familiarity with IaC tools like AWS CloudFormation or Terraform for automating application infrastructure.
• Security : Understanding of AWS security best practices, including IAM, KMS, and encryption.
• Observability Tools: Proficiency in using observability tools like AWS CloudWatch, AWS X-Ray, Prometheus, Grafana, and ELK Stack.
• Container Orchestration : Knowledge of container orchestration concepts and tools, including Kubernetes and Docker Swarm.
• Monitoring : Experience with monitoring and logging tools such as AWS CloudWatch, CloudTrail, or ELK Stack.
• Collaboration : Strong teamwork and communication skills with the ability to work effectively with cross-functional teams.
• Document Management systems : Exposure to document management systems like NewGen/DMS

Preferred Qualifications:

• Certifications : AWS Certified Solutions Architect – Associate or Professional, AWS Certified Developer – Associate, or similar certifications.
• Experience : At least 8 Years of experience in an application engineering role with a focus on AWS technologies.
• Agile Methodologies: Familiarity with Agile development practices and methodologies.
• Problem-Solving : Strong analytical skills with the ability to troubleshoot and resolve complex issues.

Education:

• Degree : Bachelor’s degree in Computer Science, Engineering, Information Technology, or a related field, or equivalent practical experience

What we offer

EY Global Delivery Services (GDS) is a dynamic and truly global delivery network. We work across six locations – Argentina, China, India, the Philippines, Poland and the UK – and with teams from all EY service lines, geographies and sectors, playing a vital role in the delivery of the EY growth strategy. From accountants to coders to advisory consultants, we offer a wide variety of fulfilling career opportunities that span all business disciplines. In GDS, you will collaborate with EY teams on exciting projects and work with well-known brands from across the globe. We’ll introduce you to an ever-expanding ecosystem of people, learning, skills and insights that will stay with you throughout your career.

• Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.
• Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership : We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture : You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

Strategic initiatives and leadership enablement

• Drive strategic team initiatives that support the success of our All in ambitions and help align BMC capability to organizational goals and objectives
• Provide support to our BMC leadership in executing leadership strategies and initiatives

Resource management and financial operations

• Play an integral role in BMC budget management and financial reporting at a national and campaign level
• Manage and drive our BMC budget reporting, accrual management, invoice and team expense processes
• Support the management of our internal and external agencies to ensure alignment with marketing strategies and objectives as well as ensure compliance with relevant standards
• Tracking and developing reports on large-scale investments

Process and project management

• Develop guidelines, process improvement plans and independently manage special projects aligned with business strategy

Technology enablement

• Implement and optimize internal technology solutions to enhance team productivity and collaboration.
• Manage and support external technology tools that facilitate marketing efforts and client engagement.
• Promoting and creating adoption strategies and tracking usage of AI tools to drive team efficiency

BMC talent operations

• Support Talent to streamline talent acquisition, onboarding, and retention strategies for the team.
• Support culture programs and activities that promote a positive and inclusive team culture
• Source opportunities and enable BMC learning and development opportunities to enhance team skills and knowledge

Measurement and Insights

• Measure and track performance marketing activities and portfolio growth, report on marketing ROI, always looking for continuous improvements.
• Enable our BMC team with resources and tools to measure the effectiveness of our marketing efforts
• Keep up to date with market (and marketing) trends and developments
• Conduct in-depth research and data analysis to evaluate strategic marketing opportunities for the firm

Skills and attributes for success

• Proven experience in marketing, operations, enablement, project management, or a similar role.
• Strong understanding of marketing technologies and tools.
• Exceptional project management skills and stakeholder management capabilities
• Excellent writing, communication, presentation development and delivery skills
• Naturally curious problem solver and independent thinker
• Critical thinking and analytical skills with ability to translate data into effective strategy
• Ability to work collaboratively in a fast-paced, cross-functional environment.
• Experience with budget management and financial operations is a plus.
• Familiarity with AI tools and their application in marketing is preferred

To qualify for the role, you must have

• Bachelor’s degree (or equivalent area of study or experience)
• Overall 8-11 years of work experience and 4-7 years of relevant experience
• Be proficient in MS Project/Word/PowerPoint/Excel - working knowledge of MS office
• Knowledge in Project Management methodologies like Agile, SCRUM, Waterfall, etc

Ideally, you’ll also have

• Exceptional communication skills - both written and oral
• Demonstrate strong organizational skills, a proactive manner and structured thinking abilities
• Demonstrate strong interpersonal and analytical skills
• Demonstrate an eye for detail
• Be flexible and willing to adjust responsibilities to align with developing business needs
• Flexibility to adjust to multiple demands, shifting priorities, ambiguity and rapid change

Technologies and Tools

• Expert knowledge of Microsoft PowerPoint, Word & Excel.
• Advanced knowledge of Microsoft Project.

What we look for

• Experience
• High energy

What we offer

EY Global Delivery Services (GDS) is a dynamic and truly global delivery network. We work across six locations – Argentina, China, India, the Philippines, Poland and the UK – and with teams from all EY service lines, geographies and sectors, playing a vital role in the delivery of the EY growth strategy. From accountants to coders to advisory consultants, we offer a wide variety of fulfilling career opportunities that span all business disciplines. In GDS, you will collaborate with EY teams on exciting projects and work with well-known brands from across the globe. We’ll introduce you to an ever-expanding ecosystem of people, learning, skills and insights that will stay with you throughout your career.

• Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.
• Success, as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership : We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.