Hiring Privacy Engineers: The Complete Guide

# Privacy Engineer

**Location:** San Francisco, CA (Hybrid) · **Employment Type:** Full-time · **Level:** Mid-Senior

## About [Company]

[Company] is a healthcare technology company trusted by 10 million patients to manage their health data. Privacy isn't just a compliance requirement—it's foundational to the trust our users place in us with their most sensitive information.

We handle PHI (Protected Health Information) at scale, operate under HIPAA, and serve users globally under GDPR. Our privacy team builds the systems that make data protection work in practice, not just in policy documents.

**Why join [Company]?**

- Work on privacy for meaningful scale—10M+ users, sensitive health data
- Privacy by design culture—engineering, not just legal compliance
- Real impact—your systems protect people's most personal information
- Join a 6-person privacy engineering team within a 150-person engineering org
- Series C company with strong growth and regulatory environment tailored to our expertise
- Hybrid flexibility with competitive compensation

## The Role

We're looking for a Privacy Engineer to help us build and maintain privacy-respecting systems at scale. You'll work on consent management, data subject request workflows, anonymization for analytics, and privacy reviews for new features.

This role bridges technical implementation and regulatory requirements. You'll translate legal concepts (GDPR, HIPAA, CCPA) into technical systems that actually work. When the legal team says "users must be able to delete their data," you figure out what that means across distributed systems, backups, analytics, and ML training data.

The ideal candidate combines strong engineering skills with genuine interest in privacy. You don't need a law degree, but you should care about protecting user data and be willing to learn the regulatory landscape.

## What You'll Work On

### First 30 Days
- Onboard to our privacy infrastructure, data flows, and consent systems
- Understand our regulatory requirements (HIPAA, GDPR) and how we implement them
- Ship your first privacy improvement or feature

### First 90 Days
- Own a privacy system component (consent, DSR, or data classification)
- Conduct privacy reviews for new features
- Contribute to our data inventory and lineage systems
- Build relationships with legal, security, and product partners

### First Year
- Lead privacy initiatives across the engineering organization
- Architect improvements to our privacy infrastructure
- Develop privacy engineering standards and best practices
- Mentor teammates on privacy-by-design approaches

## Objectives of This Role

- Process 100% of data subject requests within regulatory timelines
- Achieve accurate data classification across our data stores
- Reduce time-to-privacy-review for new features
- Build self-serve tools that enable privacy-by-design development
- Support successful completion of privacy audits and assessments

## Responsibilities

**Privacy Systems (50%)**
- Build and maintain consent management systems across platforms
- Implement data subject request workflows (access, deletion, portability)
- Develop data classification and discovery systems
- Build anonymization and pseudonymization for analytics use cases
- Implement privacy controls and data retention policies

**Privacy Reviews & Enablement (30%)**
- Conduct privacy reviews for new features and data uses
- Build tools and guardrails that help teams build privacy-compliant features
- Create privacy documentation and developer guidance
- Work with legal to translate requirements into technical specifications
- Support privacy impact assessments (PIAs)

**Compliance & Operations (20%)**
- Support compliance audits and regulatory examinations
- Maintain documentation for SOC 2, HIPAA, and GDPR compliance
- Respond to privacy incidents and data breach procedures
- Monitor privacy metrics and report to stakeholders
- Stay current on emerging privacy regulations

## Required Skills and Qualifications

**Technical Skills**
- 5+ years of software engineering experience
- 2+ years in privacy engineering or related role (security, compliance)
- Strong backend development skills (Python, Java, or Go)
- Experience building workflow systems for data subject requests
- Understanding of data lifecycle management and retention
- Familiarity with database systems and data flows

**Domain Knowledge**
- Strong knowledge of GDPR and at least one other privacy framework (HIPAA, CCPA)
- Understanding of consent management concepts
- Experience with privacy-by-design principles

**Soft Skills**
- Excellent cross-functional collaboration skills (legal, product, engineering)
- Ability to translate legal requirements into technical specifications
- Clear written communication for documentation and policy
- Proactive approach to identifying privacy risks

## Preferred Skills and Qualifications

- CIPT, CIPP, or other privacy certification
- Healthcare privacy (HIPAA) experience
- Experience with privacy-enhancing technologies (differential privacy, secure computation)
- Data governance or data platform experience
- Experience with privacy vendors (OneTrust, BigID, Transcend)
- Background in security engineering

## Tech Stack

**Backend:** Python, PostgreSQL, Apache Kafka for data flows

**Privacy Infrastructure:** Custom consent system, OneTrust integration, BigID for discovery

**Data Platform:** Snowflake, dbt, Airflow for data pipelines

**Infrastructure:** AWS (EKS, RDS), Kubernetes, Terraform

**Compliance:** Vanta for compliance automation, custom audit logging

## Compensation and Benefits

**Salary:** $155,000 - $205,000 (based on experience)

**Equity:** 0.04% - 0.12% (4-year vest, 1-year cliff)

**Benefits:**

*Health & Wellness*
- Medical, dental, and vision insurance (100% covered)
- $100/month wellness stipend
- Mental health support through Modern Health

*Time Off*
- Unlimited PTO with 15-day minimum encouraged
- 11 paid company holidays
- 16 weeks paid parental leave

*Professional Development*
- $2,500 annual learning budget
- Privacy certification support (CIPT, CIPP)
- Conference attendance (IAPP Summit, PrivacyCon)

*Financial*
- 401(k) with 4% company match
- Equity refresh grants annually

*Workspace*
- $1,500 home office setup allowance
- Hybrid work (2-3 days in SF office)
- MacBook Pro and equipment of choice

## Engineering Culture

**How we work:**
- Privacy by design—built in, not bolted on
- Close collaboration between engineering, legal, and product
- Proactive privacy reviews, not reactive compliance
- Documentation as a first-class deliverable
- Blameless approach to privacy incidents

**What we value:**
- User privacy as a fundamental right
- Practical implementation of privacy principles
- Clear communication across technical and non-technical teams
- Continuous learning as regulations evolve
- Balance between privacy and product usability

## Interview Process

Our interview process typically takes 2 weeks.

- **Step 1: Recruiter Screen** (30 min)
  Background discussion and role overview.

- **Step 2: Technical Screen** (60 min)
  Privacy engineering concepts and backend fundamentals.

- **Step 3: Privacy Deep Dive** (90 min)
  Technical discussion about privacy system design, regulation interpretation, and your experience.

- **Step 4: System Design** (60 min)
  Design a privacy system component (consent, DSR workflow, or data discovery).

- **Step 5: Cross-Functional** (45 min)
  Discussion with legal or product partner about collaboration approaches.

- **Step 6: Team Interviews** (2 x 30 min)
  Meet potential teammates. Discussion about collaboration and working style.

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*[Company] is an equal opportunity employer.*