Sanofi
Cambridge, MA
Job ID : 52624d6a325076374a6b51692f466a755a773d3d
Position Title: Data Architect (Digital Data, Large Molecule Research)
About Sanofi:
We are an innovative global healthcare company, driven by one purpose: chasing the miracles of science to improve people’s lives. Our team, across some 100 countries, is dedicated to transforming the practice of medicine by working to turn the impossible into the possible. We provide potentially life-changing treatment options and life-saving vaccine protection to millions of people globally, while putting sustainability and social responsibility at the center of our ambitions.
Sanofi has recently embarked on a vast and ambitious digital transformation program. A cornerstone of this roadmap is the acceleration of its data transformation and of the adoption of artificial intelligence (AI) and machine learning (ML) solutions to accelerate R&D, manufacturing and commercial performance, and bring better drugs and vaccines to patients faster, to improve health and save lives.
In alignment to our digital transformation, we have launched a new major strategic initiative in 2023: the Biologics x AI Transformation. This is positioned to be a unique data-driven team, with expertise in AI platforms, data engineering, ML operations, data science, computational biology, strategy, and beyond. We are working as one to identify, design, and scale state-of-the-art AI capabilities targeted to truly transform how we research biologics.
Who You Are:
Reporting to the Head of Data Foundations, you design data architectures and create the technical backbone for all digital and ML products that will be part of our Large Molecule Research digital solution. To successfully accomplish this task, you work in close collaboration with the product line leaders, program managers, engineers, experimental scientists and external partners. You are a valued influencer and hands-on leader who has delivered practical and scalable architecture. You have a keen eye for improvement opportunities and the demonstrated ability to deliver against these opportunities using your broad technology skillset.
Job Highlights:
Play a leading role in the design and implementation of a new, state of the art, machine learning solution for the screening, design and optimization of drugs based on large molecules.
Work in close collaboration with Business, several of the platforms and companies we have purchased, Technology and Product stakeholders to contextualize the architecture design
Verifies the consideration of non-functional requirements as part of the solution architecture
Designs and produces design documents and solution roadmaps showing the states of transition for the Architecture
Leverages the existing Portfolio of digital products, catalog of services and promotes the usage of existing building blocks
Defines and manages standards, guidelines and processes for analytics solutions and architecture, aligning with the broader architecture council
Remains up to date on data & AI industry practices and emerging standards
Recommend emerging technologies for Data Analytics tech stack; optimize existing stack
Contributes to the prioritization of technology enablers in solution roadmaps
Be a champion for high standards to ensure Digital Data Standards for Processes and Technologies are shared and used
Key Functional Requirements & Qualifications:
Experience with Agile methodologies, supporting and working with cross-functional teams
Experience in all phases of a Data lifecycle: concept & design, development, implementation, change and operation
Demonstrate excellent skills of translating requirements into workable, fit for purpose, technical designs and solutions
Advantage for those with knowledge about biological and structure data
Have extensive experience in technical solution identification and rationalization
Facilitates design and review sessions to define broad solutions with the big picture in mind
Ability to understand architectural dependencies of technologies in a vast and complex environment
Explore how new technologies can be applied to solve challenging business problems and compile architecture decision records (ADRs)
Desires to work in a fast-paced, constantly evolving environment; ability to manage multiple priorities
Ability to work independently as well as in a team with a proven ability to influence
Structured, planned and traceable approach
Integrity and trust - unwavering commitment to "doing the right thing"
Good communication and facilitation skills
Good written and verbal skills in English
Pharmaceutical and life science experience is a plus
Key Technical Requirements & Qualifications:
Bachelor’s degree in Computer Science, Information Systems, Software Engineering or similar field
Strong Experience designing and implementing Enterprise Data & Analytics Architectures
Strong background in the areas of Data:
Integration Services: Informatica Cloud, Airflow
Database/Data Warehouse: AWS RDS, Snowflake, AWS Redshift, Knowledge of SQL
Data modeling: SQLDBM
BIG Data: Experience with distributed systems (Spark, Hadoop)
Data Quality: Informatica CDQ
Master Data Management: Informatica MDM
Meta data management/Data Catalog: Informatica EDC and Axon
Data Governance
Data Security: Experience in working within compliance (e.g.: quality, regulatory - data privacy, GxP, SOX) and cybersecurity requirements is a plus
Experience in Agile development processes and DevOps methodology / principals:
Cloud-based services (AWS, Azure)
Infrastructure as a code (Terraform)
GIT-based source code management (GitHub) and Continuous Integration and Continuous Delivery (CI/CD) practices (GitHub Actions)
Python, Shell scripting
Data storage technologies (Object, structured, and unstructured)
Automating deployment, scaling, and management of containerized applications
Experience in Data Science/cloud-based machine learning platforms (Databricks, AWS Sagemaker) is a plus
Advantage for those with experience in the pharmaceutical or biotechnology industries
For more senior roles, mentoring and/or technology evangelism/advocacy experience is a plus
As a healthcare company and a vaccine manufacturer, Sanofi has an important responsibility to protect individual and public health. All US based roles require individuals to be fully vaccinated against COVID-19 as part of your job responsibilities.
According to the CDC, an individual is considered to be “fully vaccinated” fourteen (14) days after receiving (a) the second dose of the Moderna or Pfizer vaccine, or (b) the single dose of the J&J vaccine. Fully vaccinated, for new Sanofi employees, is to be fully vaccinated 14 DAYS PRIOR TO START DATE.
Sanofi Inc. and its U.S. affiliates are Equal Opportunity and Affirmative Action employers committed to a culturally diverse workforce. All qualified applicants will receive consideration for employment without regard to race; color; creed; religion; national origin; age; ancestry; nationality; marital, domestic partnership or civil union status; sex, gender, gender identity or expression; affectional or sexual orientation; disability; veteran or military status or liability for military status; domestic violence victim status; atypical cellular or blood trait; genetic information (including the refusal to submit to genetic testing) or any other characteristic protected by law.
#GD-SP
#LI-SP
#DBBUS
At Sanofi diversity and inclusion is foundational to how we operate and embedded in our Core Values. We recognize to truly tap into the richness diversity brings we must lead with inclusion and have a workplace where those differences can thrive and be leveraged to empower the lives of our colleagues, patients and customers. We respect and celebrate the diversity of our people, their backgrounds and experiences and provide equal opportunity for all.
Name : Sanofi
CEO : Paul Hudson
Headquarter : Paris, France
Revenue : $10+ billion (USD)
Size : 10000+ Employees
Type : Company - Public
Primary Industry : Biotech & Pharmaceuticals
Sector Name : Pharmaceutical & Biotechnology
Year Founded : 1973
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