Roche Posted July 1, 2026

(Sr) AI Engineering Consultant

Shanghai, Shanghai, China's Mainland FULL_TIME
Manufacturing & CMC Senior

Roche is the source of truth for this posting and owns the application process. We surface normalized context and market comparison you won't find on the original listing.

About this opportunity

At Roche you can show up as yourself, embraced for the unique qualities you bring. Our culture encourages personal expression, open dialogue, and genuine connections,  where you are valued, accepted and respected for who you are, allowing you to thrive both personally and professionally. This is how we aim to prevent, stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche, where every voice matters.

The Position

Job Summary:

Serving as the Lead Architect of AI Transformation, this role is the visionary and technical engine behind redefining how the organization builds software. Much like a technical evangelist and researcher, you will bridge the gap between "Research AI" and "Applied AI Engineering." Your mission is to revolutionize the engineering lifecycle through AI, establish world-class methodologies for AI-native product development, and act as a high-impact coach to transition the entire engineering team into an AI-augmented powerhouse. You will ensure we don't just "use AI," but fundamentally change how we engineer for the future.

The Opportunity:

AI-Driven Engineering Transformation 

Methodology Research: Deeply research and define the next generation of software engineering workflows (e.g., Software 2.0, Agentic Workflows, AI-assisted coding architectures).

Process Redesign: Diagnose existing engineering bottlenecks and deploy AI tools/frameworks to automate and optimize the SDLC (Software Development Life Cycle), achieving radical efficiency gains.

Evolutionary Catalyst: Serve as a "Strategic Catalyst" to steer the engineering culture toward an AI-Native mindset.

Product Engineering & AI Integration

AI Engineering Excellence: Design and oversee the implementation of robust, scalable AI engineering patterns (LLMOps, RAG architectures, and fine-tuning pipelines) to bring AI capabilities into the core product portfolio.

Agile Prototyping: Rapidly translate the latest breakthroughs in AI research (from multi-modal models to reasoning-step optimizations) into production-ready features with an agile, hands-on approach.

Technical Interpretation: Translate complex algorithmic logic and technical constraints into actionable business roadmaps and product strategies.

Capability Building & Knowledge Hub

Master Educator: Design and lead high-level AI training programs for senior engineers and architects, focusing on Prompt Engineering, model evaluation, and AI-native architecture.

AI Knowledge Hub: Build and iterate an enterprise-level repository of AI best practices, reusable code patterns, and internal benchmarks to ensure consistent technical excellence.

Talent Coaching: Mentor engineering leads on how to leverage AI to scale their own teams’ output and creative capacity.

Who you are:

Education & Qualifications

Master’s or PhD in Computer Science, AI, Mathematics, or a related quantitative field.

A proven track record of open-source contributions or technical thought leadership in the AI space.

Experience

5+ years of senior engineering experience, with at least 3+ years specifically focused on deploying AI/ML systems at scale.

Experience in Digital Transformation or leading large-scale engineering team transitions is highly preferred.

Professional Capabilities/Skills

AI Technical Mastery: Deep expertise in LLMs, Generative AI frameworks (LangChain, LlamaIndex), and modern AI infrastructure (GPU orchestration, vector databases).

Engineering Methodology: Strong opinions, weakly held, on software architecture, clean code in the age of AI, and "Human-in-the-loop" engineering systems.

Business Acumen: The ability to match bleeding-edge AI capabilities with specific market pain points and IVD/Tech business scenarios.

Soft Skills: Exceptional cross-functional communication and "Change Management" capabilities, the ability to inspire a team to unlearn old habits and embrace new paradigms.

 

 

Who we are

A healthier future drives us to innovate. Together, more than 100’000 employees across the globe are dedicated to advance science, ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities, foster creativity, and keep our ambitions high, so we can deliver life-changing healthcare solutions that make a global impact.

Let’s build a healthier future, together.

Roche is an Equal Opportunity Employer.

Job details

Seniority
Senior
Function
Manufacturing & CMC
Therapeutic area
Not listed
Location
Shanghai, Shanghai, China's Mainland
Employment type
FULL_TIME

How this role compares

Computed from every other active Manufacturing & CMC role in our database, not just this employer's listings.

We currently track 373 comparable Senior Manufacturing & CMC roles across 53 biopharma companies.

373Comparable roles tracked
344Currently active
53Companies hiring similar roles
20Countries represented

Salary context

175 of 373 peers report a salary range (USD, annualized)

Peers share this role's job function and a matching or adjacent seniority level -- not necessarily the same therapeutic area or country.

This roleSubject Not listed on this posting
Lowest disclosed · Senior Scientist II – CMC Developmental Sciences · AbbVie $0/hr – $0/hr (≈ $0–$0/yr)
Peer group range $0 – $222,900 (median $142,325)

Where these roles are based

Top locations among the 373 comparable roles

United States268
India37
Ireland10
Singapore10
Netherlands7
Switzerland6

+ 14 more countries

Seniority mix

373 of 373 peers have a known seniority level

Senior250
Principal79
Associate Director44

Therapeutic area mix

0 of 373 peers have a known therapeutic area; the rest are genuinely unlabeled, not hidden

No peers with a known therapeutic area yet.

Similar opportunities

The closest matches from our peer group, ranked by how similar they are, not how well you'd qualify for them -- treat this as market context, not a guaranteed shortlist; a weak match is labeled as one below.

60%similar
Roche Shanghai, Shanghai, China's Mainland Senior
Same function Same seniority Same country
60%similar
Roche Shanghai, Shanghai, China's Mainland Senior
Same function Same seniority Same country
60%similar
Roche Shanghai, Shanghai, China's Mainland Senior
Same function Same seniority Same country
45%similar
Lilly San Diego, California, United States of America Senior
Same function Same seniority
45%similar
Merck Rahway, New Jersey, United States of America Senior
Same function Same seniority
45%similar
Seagen Inc Washington – Bothell, United States Senior
Same function Same seniority

How we calculate "similar"

No black box, no LLM guesswork: a deterministic score built from four normalized attributes. Here's this role's own peer group at different match levels, so you can see the mechanism, not just the result.

Every comparison starts from the same 100-point budget: 25 for working in the same function, 40 for the same therapeutic area, 20 for the same or adjacent seniority, 15 for the same country. A dimension we can't confirm on both sides contributes nothing, never a guess, never a free pass.

60%
(Senior) Specialist - Warehouse
Roche · Shanghai, Shanghai, China's Mainland · Senior
Function Therapeutic area Seniority Country
60%
(Senior) Specialist - Packaging
Roche · Shanghai, Shanghai, China's Mainland · Senior
Function Therapeutic area Seniority Country
45%
Senior Scientist, Conjugation Process Development
Seagen Inc · Washington – Bothell, United States · Senior
Function Therapeutic area Seniority Country
45%
Senior Associate Proteins Bioanalytics with Mass Spectrometry Expertise (m/f/d
Roche · Penzberg, Bavaria, Germany · Senior
Function Therapeutic area Seniority Country
Unmatched or unknown dimensions score exactly the same: 0 points, never a partial guess. A role we know almost nothing about beyond its function bottoms out at 25%; it never inflates to 100% just because there's little to compare against. Seniority uses a defined ladder (Associate → Manager → Associate Director → Senior → Principal → Director → Senior Director → Executive/VP) so "Director" and "Senior Director" count as adjacent, but "Director" and "Executive/VP" do not.