Machine learning is a fast growing area within software engineering that utilizes analytical and data science disciplines to create models. These models help with a wide range of technologies from recommendation engines to self driving cars.

ML / AI

Security engineering is a specialized field within software engineering that focuses on the design of systems with safety, reliability, and dependability at the forefront. These systems need to be able to deal with disruption of service, malicious interventions, and even things like natural disasters.

Security

Pre-Clinical

Biostatisticians working with clinical trial data (smaller datasets, ex. hundreds to thousands of patients).

Clinical Trials / Medical Affairs

Motion designers create animated graphics for film and TV credits, advertising and digital marketing, website design, social media channels and more.

Motion Design

Healthcare

Involves planning and guiding the overall regulatory pathway to bring a product to market efficiently while ensuring compliance with all relevant regulations.

Strategy

Focuses on the regulatory aspects of a product's manufacturing process, quality controls, and overall consistency of the product throughout its lifecycle.

CMC (Chemistry, Manufacturing, and Controls)

Front-end is the area of software engineering focused on the user-facing layer of websites and web apps, built with HTML, CSS, and JavaScript frameworks.

Web Development (Front-End)

Software Development Engineering in Test combines coding skills with quality assurance, building the automated test frameworks and tooling that verify software at scale.

Testing (SDET)

Back-end engineering covers the server-side logic, APIs, databases, and services that power applications behind the scenes.

API Development (Back-End)

Engineering that spans both the front-end and back-end of an application, covering the entire stack from user interface to database.

Full Stack

A specialized area focused on the systems and protocols that connect computers, applications, and services across the internet, data centers, and private networks.

Networking

Blockchain engineering builds decentralized systems, smart contracts, and applications on distributed ledgers - powering use cases from crypto and DeFi to supply chain and digital identity.

Blockchain

Advances the boundaries of computer science through experimentation, prototyping, and applied work on new algorithms, systems, and architectures.

Research

A hybrid discipline that bridges engineering teams and external developer communities through technical content, events, and product feedback.

Developer Relations

Products built for individual users at scale, such as apps, websites, and services where user experience, growth, retention, and engagement are the primary levers.

Consumer

Focused on user acquisition, activation, retention, and monetization through frequent experimentation and data-driven product changes.

Growth

Products that power a company's operational backbone - supply chain, logistics, fulfillment, moderation, trust and safety - turning complex workflows into scalable software.

Operations

The overall experience users have with a product, covering information architecture, flows, visual design, and accessibility across every touchpoint.

User Experience (UX)

How content and navigation are organized within a product, structured so users can find what they need and always understand where they are.

Information Architecture

Designing for websites and web applications, balancing visual design, responsive layouts, and browser-based interaction patterns.

Shapes how brands, products, and services express themselves visually, through identity systems, marketing materials, and brand touchpoints.

Communication

A specialty within recruiting that focuses on sales and go-to-market roles, requiring fluency in pipelines, quotas, and seller archetypes.

Sales

Quality engineering ensures mechanical products meet reliability and durability standards through testing, inspection, and process improvement.

Quality

The design of processes, tools, and equipment used to produce mechanical products at scale.

Manufacturing

Embedded systems engineering covers the hardware built into devices and machinery, where compute, sensors, and real-time constraints meet.

Embedded Systems

Focused on circuits and components operating at radio frequencies, supporting wireless communication, radar, and signal processing.

Radio Frequency

Customizes Applications such as AI Deployments, Salesforce, Workday, etc.

Applications (AI, Salesforce, Workday, etc)

Ensures that advertising, promotional materials, and labeling claims comply with regulatory standards and do not mislead consumers or healthcare professionals.

AdPromo (Advertising and Promotion)

Focuses on ensuring that product labels (e.g., package inserts, outer packaging, patient guides) comply with regulatory requirements and communicate accurate and clear information.

Labeling

Focuses on the logistics, systems, and processes that support regulatory compliance and submission management.

Specializes in architecting big data solutions.

Data

Development of sustainable solutions for waste management, water quality, and air pollution control.

Environmental

Behavior and properties of soil and rock to ensure stable foundations for structures.

Geotechnical

Design, analysis, and construction of buildings, bridges, towers, and other structures.

Structural Design

Design and maintenance of transportation systems, including roads, highways, railways, airports, and public transit.

Transportation

Management and design of systems for water supply, flood control, and irrigation.

Water Resources

Overseeing and managing construction projects to ensure they meet design specifications, budgets, and timelines.

Construction

Conducts research in the Chemical Engineering space.

Assessing mechanical stress and stability of structures and components

CAE / Simulation

The architecture of cloud infrastructure and services across providers like AWS, Azure, and GCP - balancing performance, security, cost, and reliability.

Cloud

Focuses on the management of pain and anesthesia during surgery, childbirth, and other procedures.

Anesthesiology

Focuses on the care of patients with life-threatening illnesses or injuries, typically in intensive care units.

Critical Care

Focuses on conditions of the skin, hair, and nails, from common issues like acne to skin cancer and cosmetic concerns.

Dermatology

Focuses on the immediate diagnosis and treatment of acute illnesses and injuries in emergency room settings.

Emergency Medicine

Focuses on the digestive system, including the stomach, intestines, liver, and pancreas.

Gastroenterology

A surgical specialty focused on a broad range of procedures, often involving the abdomen, soft tissues, and emergency operations.

General Surgery

Focuses on diagnosing and treating blood disorders and cancers, including leukemia, lymphoma, anemia, and solid tumors.

Hematology / Oncology

Focuses on illnesses caused by bacteria, viruses, fungi, and parasites, often handling complex or persistent infections.

Infectious Disease

A medical specialty focused on diseases of the kidneys, including chronic kidney disease, dialysis, and transplant care.

Nephrology

Focuses on disorders of the brain, spinal cord, and nervous system, including stroke, epilepsy, and Parkinson's disease.

Neurology

Focuses on conditions of the eyes, providing medical and surgical care to preserve and restore vision

Ophthalmology

Focuses on diagnosing disease through the laboratory examination of tissues, cells, and bodily fluids.

Pathology

A medical specialty focused on the health and development of infants, children, and adolescents.

Pediatrics (General)

A surgical specialty focused on reconstructive and cosmetic procedures that repair, restore, or enhance the body.

Plastic Surgery

Focuses on the diagnosis and treatment of mental, emotional, and behavioral disorders.

Psychiatry

Focuses on the treatment of cancer using targeted radiation therapy.

Radiation Oncology

Focuses on diagnosing and treating disease through medical imaging like X-rays, CT, MRI, and ultrasound.

Radiology

A medical and surgical specialty focused on the urinary tract and male reproductive system.

Urology

The recovery of raw materials from natural sources like ores, oil, and biomass.

Extraction

Process engineering covers the design and improvement of the workflows and equipment that turn raw materials into finished products at industrial scale.

Process

Operations covers the day-to-day running of chemical plants and industrial facilities, keeping production efficient, safe, and on schedule.

Apartments, condos, single-family rentals, and other homes - where day-to-day tenant satisfaction, maintenance, and lease administration are the focus.

Residential

The design of water supply, drainage, and gas piping systems for buildings — meeting code, comfort, and reliability requirements.

Plumbing

Building systems designed for energy efficiency, sustainability, and lower operating costs.

Energy Services

Specializes in analyzing and managing the costs associated with producing goods or services

Cost Accounting

Focuses on the design, funding, and valuation of retirement and pension plans.

Pensions & Retirement

Covers risks related to property damage, liability, and other non-life events.

Property & Casualty

Deals with insurance that covers medical expenses, disability, or long-term care.

Health

Typically work for hospitals or medical device companies to maintain, modify and implement medical equipment.

Clinical

Focuses on insurance products that provide financial support in case of death or other life events.

Life & Annuities

Reviewing safety data for chemicals, drugs, or consumer products; assessing risk and regulatory compliance; setting exposure limits; writing reports and guidelines.

Regulatory

Analyzing biological samples for drugs, alcohol, or poisons; testifying in court; working with law enforcement.

Forensic

Assessing the impact of pollutants on ecosystems; conducting field studies; developing environmental policies.

Evaluating chemical hazards in workplaces; setting safety standards; training employees on exposure risks.

Occupational

Product Safety

Responsible for managing an organization's cash flow, liquidity, and financial risk

Treasury

Uses weather data to inform business decisions in industries where weather impacts operations (e.g., energy, aviation, insurance, agriculture).

Operational / Commercial

Involves presenting weather forecasts to the public through TV, radio, or digital platforms.

Broadcast

Involves studying atmospheric processes, developing new forecasting techniques, and advancing our understanding of weather and climate.

Fraud

Data Center

Focuses on understanding and predicting consumer behavior. This includes personalization engines, customer segmentation, churn prediction, and targeted advertising.

Applies data science techniques to the financial industry. This can involve algorithmic trading, fraud detection, credit risk modeling, and customer lifetime value analysis.

Finance

Uses data science to optimize marketing campaigns, measure their effectiveness, and personalize advertising content.

Marketing / AdTech

Focused on creating applying data science techniques for Maching Learning training.

Machine Learning

Designing and managing large-scale systems that run across multiple machines to ensure scalability, reliability, and efficiency.

Distributed Systems (Back-End)

Policy

Responsible for enforcement of actual policies

Enforcement

Integrated circuits built from digital logic - processors, memory, and controllers - that power everything from smartphones to data centers.

Digital IC

Compensation covers base pay, bonuses, and salary structures that keep pay competitive and aligned with company strategy.

Compensation

Health insurance, retirement plans, time off, and wellness programs - the part of total rewards that rounds out salary.

Benefits

Tax accounting covers the preparation, planning, and compliance work around taxes for individuals and organizations.

Forensic accounting investigates financial irregularities, fraud, and disputes through detailed analysis of records, often in support of legal proceedings or expert testimony.

The work of keeping financial activities aligned with laws, regulations, and internal policies.

Compliance

Designing, building, and maintaining software applications and systems by writing code, solving technical problems, and collaborating across teams to deliver products that meet user needs.

Software Engineer

Defining product vision, strategy, and roadmap by working across engineering, design, and business teams to deliver solutions that meet user and company goals.

Product Manager

Combining statistics, programming, and domain expertise to extract insights from data, build predictive models, and inform business decisions.

Data Scientist

Leading and mentoring teams of software engineers while overseeing technical direction, project execution, and people development.

Software Engineering Manager

Driving the planning and execution of complex technical programs across multiple teams, balancing scope, timelines, dependencies, and stakeholder needs.

Technical Program Manager

Designing end-to-end technology solutions that meet business and technical requirements, bridging engineering, product, and customer needs.

Solution Architect

Coordinating multiple related projects and teams to achieve broader business objectives, managing scope, schedule, risks, and stakeholder communication.

Program Manager

Planning, executing, and closing projects by coordinating teams, managing budgets and timelines, and ensuring deliverables meet stakeholder expectations.

Project Manager

Leading teams of data scientists and analysts to deliver insights, models, and data-driven products that support business goals.

Data Science Manager

Creating clear, accurate documentation, guides, and educational materials that help users understand complex products and systems.

Technical Writer

Applying engineering principles to healthcare by designing medical devices, prosthetics, imaging systems, and other technologies that improve patient outcomes.

Biomedical Engineer

Designing, building, and maintaining infrastructure such as roads, bridges, buildings, water systems, and transportation networks.

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