Infrastructure Engineer (AWS/ML) - Delivery Consultant, Software Engineering Solutions(Big4jobs)

Department Icon Data Science Analytics & Machine Learning
149+ Applicants
Posted: 1 week ago
2-4 years
Lake Mary, Florida, USA
hybrid

Posted: 1 week ago
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Applicants: 149+
Job Description
About Company
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Job Description

Our Deloitte AI & Engineering team to transform technology platforms, drive innovation, and help make a significant impact on our clients success. Youll work alongside talented professionals reimagining and reengineering operations and processes that are critical to businesses. Your contributions can help clients improve financial performance, accelerate new digital ventures, and fuel growth through innovation.

Work Youll Do

As a US Delivery Center Consultant - Infrastructure Engineer on the team, you will:

You will help operationalize and support the machine learning lifecycle in AWS-based environments. You will work with data engineering, data science, infrastructure, and application teams to deploy, manage, monitor, and support production ML solutions.

You will:
  • Build and maintain AWS environments supporting analytics and ML workloads, including compute, storage, IAM, VPCs, security groups, SageMaker, Glue, Athena, CloudTrail, and CloudWatch
  • Support ML pipeline engineering, including Git workflows, CI/CD, infrastructure as code, containerization, and deployment automation
  • Deploy and manage ML models in production, including endpoints, model versioning, rollback procedures, and release controls
  • Support MLflow-enabled experiment tracking and model lifecycle management
  • Execute shadow testing and parallel-run validation to compare new models or pipelines with current-state solutions, identify drift, and assess production readiness
  • Stand up and maintain research and production environments for analytics and ML pipelines
  • Implement secure data access, environment configuration, deployment readiness, and operational controls
  • Provide production support through logging, alerting, incident response, root-cause analysis, job recovery, troubleshooting, and performance tuning
  • Troubleshoot basic AWS networking, platform, and deployment issues
  • Embed security, access, and compliance controls into platform operations and deployment processes
  • Collaborate across infrastructure, application, data engineering, and data science teams while maintaining ownership of assigned deliverables and platform reliability
  • Document technical processes, operating procedures, deployment standards, and support requirements
The Team

Deloittes Government & Public Services (GPS) practice - our people, ideas, technology and outcomes - is designed for impact. Serving federal, state, & local government clients as well as public higher education institutions, our team of professionals brings fresh perspective to help clients anticipate disruption, reimagine the possible, and fulfill their mission promise.

Our Engineering as a Service offering provides end-to-end design, implementation, and technology operations, leveraging our core engineering expertise. We help transform engineering teams, modernize technology, & deliver complex programs with a product engineering mindset. Our flexible delivery models- traditional teams, pools, or pods, are tailored for each clients needs, offering engineering-led Advise, Implement, & Operate capabilities to accelerate innovation.

This opportunity sits within our Deloitte US Delivery Center model, which is dedicated to driving impactful business services. It leverages Deloittes scale and talent, as well as a center delivery model to provide high-quality, cost-effective service with standardized processes and procedures to service businesses across Deloitte.

The Deloitte US Delivery Center has a small-business feel with a big-business impact. With the resources of Deloitte and a community feel, the delivery center model provides high-quality services to our clients. USDC professionals work out of one of our specific delivery center locations, and each location presents dynamic career opportunities for professionals to focus on their work with nominal travel requirements.

Qualifications

Required :
  • Bachelors degree
  • 2+ years of hands-on AWS, DevOps, and infrastructure experience
  • 2+ years of experience developing with Python and SQL
  • Experience deploying and supporting ML pipelines and production models, including monitoring, troubleshooting, versioning, rollback, and release management
  • Must be legally authorized to work in the United States without the need for employer sponsorship, now or at any time in the future
  • Ability to travel 10%, on average, based on the work you do and the clients and industries/sectors you serve
  • Delivery Center Location & Travel Requirements:
    • Hybrid Work Model: Operate under a hybrid system requiring residence within a commutable distance to one of the US Delivery Center locations (Gilbert, Lake Mary or Mechanicsburg)
    • Co-location Expectation: Spend up to 30% of working time co-located at an assigned office for orchestrated opportunities, including projects, practice sessions, training, and Moments That Matter at a Deloitte Delivery Center location, Geo-Hub location, approved site, or project location
    • Travel Requirement: Maximum of 10% overnight travel for client or project purposes
    • Relocation Requirement: If relocation is necessary, complete the move within 12 weeks from the start date to reside within a commutable distance
Preferred:
  • Strong written and verbal communication skills, with the ability to explain technical issues to both engineering and business stakeholders.

    Looking to get Placed? Try our Placement Guarantee Plan

  • Hands on AWS experience - compute, storage, IAM, VPC/networking, security groups, SageMaker, Glue, Athena, CloudTrail, CloudWatch, IaaC, and environment management
  • Experience implementing DevOps / pipeline engineering: CI/CD, GitHub, infrastructure as code, containerization, deployment automation on AWS
Deloitte is committed to providing reasonable accommodations for people with disabilities. If you require a reasonable accommodation to participate in the recruiting process, please direct your inquiries to the Global Call Center (GCC) at

Recruiting tips

From developing a stand out resume to putting your best foot forward in the interview, we want you to feel prepared and confident as you explore opportunities at Deloitte. Check out recruiting tips from Deloitte recruiters.

Benefits

At Deloitte, we know that great people make a great organization. We value our people and offer employees a broad range of benefits. Learn more about what working at Deloitte can mean for you.

Our people and culture

Our inclusive culture empowers our people to be who they are, contribute their unique perspectives, and make a difference individually and collectively. It enables us to leverage different ways of thinking, ideas, and perspectives, and bring more creativity and innovation to help solve our clients most complex challenges. This makes Deloitte one of the most rewarding places to work.

Our purpose

Deloittes purpose is to make an impact that matters for our people, clients, and communities. At Deloitte, purpose is synonymous with how we work every day. It defines who we are. Our purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities. Learn more.

Professional development

From entry-level employees to senior leaders, we believe theres always room to learn. We offer opportunities to build new skills, take on leadership opportunities and connect and grow through mentorship. From on-the-job learning experiences to formal development programs, our professionals have a variety of opportunities to continue to grow throughout their career.

As used in this posting, "Deloitte" means Deloitte Consulting LLP, a subsidiary of Deloitte LLP. Please see for a detailed description of the legal structure of Deloitte LLP and its subsidiaries.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability or protected veteran status, or any other legally protected basis, in accordance with applicable law.

Requisition code: 364382

Job ID 364382

Skills

PythonData ScienceImplementationMachine LearningAnalyticsAiMlSqlMlflowSagemakerExperiment Tracking

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About Company

Deloitte India Careers 2025 – Overview

Deloitte is one of the Big Four accounting and consulting firms and a global leader in professional services. In India, its journey began through legacy firms such as A.F. Ferguson & Co. and S.B. Billimoria & Co., later consolidated under Deloitte Touche Tohmatsu India Pvt. Ltd. and Deloitte Consulting India Pvt. Ltd.

Today, Deloitte operates from major hubs including Mumbai, Bengaluru, Hyderabad, Gurugram, Chennai, Pune, and Kolkata under the leadership of Romal Shetty. The firm serves clients across financial services, technology, manufacturing, energy, healthcare, consumer, and public sector industries.

Deloitte India fosters a culture of collaboration, continuous learning, and making an impact that matters.

Business Model

Deloitte operates as a service‑based B2B professional services firm, delivering multidisciplinary solutions that help clients address complex business challenges.

Its revenue model is built on providing fee‑based advisory, assurance, tax, risk, and consulting services to corporations, governments, and non‑profits across industries. By integrating deep industry expertise with technology and innovation, Deloitte positions itself as a strategic partner rather than just a service provider, fostering long‑term client relationships and recurring engagements.

Recent Wins & Recognition

  • In 2024, Deloitte India launched a Geospatial and AI Platform in collaboration with Google Earth and Vertex AI to help organisations model climate scenarios and accelerate sustainability action (https://sustainabilitymag.com/tech-ai/deloitte-doubles-down-on-sustainable-solutions-with-gen-ai).
  • Recognised as a leader in ESG assurance and published its Global ESG in M&A Trends Survey, showing ESG factors influence over 70% of major deal decisions (https://www.deloitte.com/in/en/services/financial-advisory/analysis/global-esg-ma-survey.html).
  • Hosted Coalesce 2023, bringing together CXOs from 187 organisations to design future‑ready business strategies with a focus on trustworthy AI and net‑zero goals (https://www.outlookbusiness.com/corporate/indian-cxos-emphasise-esg-trust-and-ai-for-future-business-growth-deloitte-coalesce-2023).

Culture & Values

Deloitte’s core values include:

  • Integrity
  • Outstanding value to clients
  • Commitment to each other
  • Strength from cultural diversity

The firm actively promotes diversity and inclusion through women‑in‑leadership programs, global mobility opportunities, and community impact initiatives.


Client‑Facing Businesses

Audit & Assurance

What it is – The core audit practice, focused on providing trust and confidence in financial information. Careers in India include:

  • Statutory Audit – Auditing company financial statements.
  • Risk Assurance – Internal audit, IT audit, and assurance on internal controls.
  • Accounting & Reporting Advisory – Guidance on complex accounting standards and reporting.
  • ESG & Sustainability Assurance – Assurance over sustainability and climate disclosures.

Consulting

What it is – Advises clients on growth, transformation, and performance, blending strategy with technology and human capital. In India, career opportunities span:

  • Strategy, Analytics & M&A (Monitor Deloitte) – Corporate strategy, market entry, pricing, and M&A advisory.
  • Core Business Operations – Process optimisation, supply chain, and operational transformation.
  • Customer & Marketing (Deloitte Digital) – Customer experience, branding, and digital marketing strategies.
  • Human Capital – Workforce strategy, change management, and HR transformation.
  • Enterprise Performance (SAP, Oracle) – ERP implementation and enterprise platform optimisation.

Financial Advisory

What it is – Deloitte’s “Deals” practice, covering the full M&A lifecycle and crisis management. India‑based roles cover:

  • M&A Advisory / Corporate Finance – Buy‑side and sell‑side deal advisory.
  • Transaction Services – Financial due diligence for acquisitions and divestitures.
  • Valuation Services – Independent valuations of companies, assets, and securities.
  • Restructuring Services – Stabilisation and recovery for distressed companies.
  • Forensic Services – Fraud investigation, dispute resolution, and compliance reviews.

Risk Advisory

What it is – Helps organisations identify, manage, and transform risk across cyber, regulatory, financial, and strategic domains. Careers in India include:

  • Cyber Risk – Cybersecurity strategy, operations, and incident response.
  • Strategic & Reputation Risk – Enterprise risk, resilience, and brand protection.
  • Regulatory & Legal Risk – Compliance programs and regulatory remediation.
  • Financial Risk – Market, credit, and liquidity risk management.

Tax & Legal

What it is – End‑to‑end tax, regulatory, and mobility solutions aligned with business strategy. In India, career paths include:

  • Corporate & International Tax – Direct tax compliance and cross‑border structuring.
  • Indirect Tax (GST & Customs) – GST implementation, returns, and customs advisory.
  • Transfer Pricing – Planning, benchmarking, and dispute resolution.
  • Global Employer Services (GES) – Mobility tax, immigration, and payroll compliance.


Internal Firm Services (IFS)

What it is – Often called “Enabling Areas”, these are Deloitte’s internal business units that support all client‑facing professionals and ensure smooth firm operations. Careers in India within IFS include:

  • Talent (Human Resources) – Recruitment, onboarding, performance management, learning & development, employee engagement, and career progression programs.
  • Information Technology Services (ITS) – Internal tech infrastructure, hardware/software support, network management, cybersecurity, and digital workplace tools.
  • Finance & Administration – Firm‑wide budgeting, accounting, expense management, procurement, and office facilities operations.
  • Brand, Marketing & Communications (BMC) – Brand strategy, marketing campaigns, proposal development, public relations, and internal communications.
  • Risk & Legal – Internal risk management, compliance, contract review, legal advisory, and regulatory governance.


Read More

Important dates & deadlines?

Application Deadline

31 Oct 26, 02:02 PM IST

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Infrastructure Engineer (AWS/ML) - Delivery Consultant, Software Engineering Solutions(Big4jobs)

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