Author: The Hub

Working with Us
Challenging. Meaningful. Life-changing. Those aren’t words that are usually associated with a job. But working at Bristol Myers Squibb is anything but usual. Here, uniquely interesting work happens every day, in every department. From optimizing a production line to the latest breakthroughs in cell therapy, this is work that transforms the lives of patients, and the careers of those who do it. You’ll get the chance to grow and thrive through opportunities uncommon in scale and scope, alongside high-achieving teams rich in diversity. Take your career farther than you thought possible.

Bristol Myers Squibb recognizes the importance of balance and flexibility in our work environment. We offer a wide variety of competitive benefits, services and programs that provide our employees with the resources to pursue their goals, both at work and in their personal lives. Read more: careers.bms.com/working-with-us.

When you join BMS, you are joining a diverse, high-achieving team united by a common mission. 

The Informatics and Predictive Sciences (IPS) mission is to Pioneer, Partner and Predict to drive transformative insights for patient benefit.  IPS conducts applied computational research in areas that include genomic, structural and molecular informatics, computational and systems biology, patient selection and translational biomarker research, and broader fields including knowledge science, epidemiology and machine learning—across the full lifecycle of drug discovery and development and across all therapeutic areas at BMS. We do this in close partnership with scientific and clinical experts in the field, both inside and outside the company.   We perform innovative science to empower key data-driven decisions across a rich pipeline of next-generation medicines. In doing so, our work transforms the lives of patients, as well as our own lives and careers.

Here, you’ll get the chance to grow and thrive through opportunities that are uncommon in scale and scope. You’ll pursue innovative ideas while advancing professionally alongside some of the brightest minds in biopharma.

The ideal candidate will work in a computational research group within a global IPS organization and alongside Cancer Immunology & Cell Therapy Thematic Research Center (CICT TRC) colleagues to optimize engineering of cell therapies, identify molecular mechanisms to improve efficacy, and reduce potential toxicities.

Responsibilities

Working in collaboration with computational, biological and clinical scientists across the Bristol Myers Squibb IPS, and CICT organizations, responsibilities include but are not limited to:

• Develop large multimodal/foundation models integrating structured and unstructured data including single cell RNA/ATAC/CITE-seq and CRISPR perturbation screens for cell engineering and target discovery applications
• Develop ML-based methodologies for characterizing spatial transcriptomics datasets to infer spatial features critical for cancer immunology drug discovery
• Combine ML and causal inference techniques to predict the effects of perturbations on cell states and phenotypes
• Stay up to date on state-of-the-art ML methodologies and their applications in cell engineering and drug discovery
• Collaborate with cross-functional team to design perturbation experiments and recommend novel drug targets and engage with broad discovery teams to translate computational insights into therapeutic concepts
• Participate in authorship of scientific reports in static and interactive formats, and present methods and conclusions to publishable standards

Basic Qualifications:

Bachelor’s degree with 8+ years of academic/industry experience.

Or

Master’s degree with 6+ years of academic/industry experience

Or

PhD with 4+ years of academic/industry experience

Preferred Qualifications:

• Preferred Qualifications: PhD degree with 4+ years experience in computer science, computational biology, bioinformatics, biomedical informatics, genetics, statistics or related fields with a strong publication record

• Extensive experience developing, implementing, and training novel and scalable machine learning architectures on large multi-modal datasets in either scientific research or product development settings
• Extensive experience with deep learning methodologies including transformers, GNNs, and CNNs as well as semi-supervised and self-supervised learning strategies
• Expertise in Python, PyTorch, and open-source data processing and visualization packages, collaborative development skills using readable, reproducible, efficient code and version control systems (e.g. Git), familiarity with Unix shell and use of virtualized working environments (e.g. Docker)
• Demonstrated experience working with cloud computing services (e.g. AWS) and job schedulers (e.g. Slurm)
• Proven problem-solving skills, collaborative nature and flexibility across multiple research domains
• Ability to work independently and as a member of a global analytical research team in a fast-paced environment
• Familiarity with cell biology, immunology, oncology, or biologics a plus
• Fluent verbal and written English language skills

We are passionate about making an impact on the lives of patients with serious diseases. Empowered to apply our individual talents and diverse perspectives in an inclusive culture, our shared values of passion, innovation, urgency, accountability, inclusion and integrity bring out the highest potential of each of our colleagues.

Bristol Myers Squibb recognizes the importance of balance and flexibility in our work environment. We offer a wide variety of competitive benefits, services and programs that provide our employees with the resources to pursue their goals, both at work and in their personal lives.

If you come across a role that intrigues you but doesn’t perfectly line up with your resume, we encourage you to apply anyway. You could be one step away from work that will transform your life and career.

Uniquely Interesting Work, Life-changing Careers
With a single vision as inspiring as “Transforming patients’ lives through science™ ”, every BMS employee plays an integral role in work that goes far beyond ordinary. Each of us is empowered to apply our individual talents and unique perspectives in an inclusive culture, promoting diversity in clinical trials, while our shared values of passion, innovation, urgency, accountability, inclusion and integrity bring out the highest potential of each of our colleagues.

On-site Protocol

BMS has a diverse occupancy structure that determines where an employee is required to conduct their work. This structure includes site-essential, site-by-design, field-based and remote-by-design jobs. The occupancy type that you are assigned is determined by the nature and responsibilities of your role:

Site-essential roles require 100% of shifts onsite at your assigned facility. Site-by-design roles may be eligible for a hybrid work model with at least 50% onsite at your assigned facility. For these roles, onsite presence is considered an essential job function and is critical to collaboration, innovation, productivity, and a positive Company culture. For field-based and remote-by-design roles the ability to physically travel to visit customers, patients or business partners and to attend meetings on behalf of BMS as directed is an essential job function.

BMS is dedicated to ensuring that people with disabilities can excel through a transparent recruitment process, reasonable workplace accommodations/adjustments and ongoing support in their roles. Applicants can request a reasonable workplace accommodation/adjustment prior to accepting a job offer. If you require reasonable accommodations/adjustments in completing this application, or in any part of the recruitment process, direct your inquiries to

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. Visit careers.bms.com/eeo-accessibility to access our complete Equal Employment Opportunity statement.

BMS cares about your well-being and the well-being of our staff, customers, patients, and communities. As a result, the Company strongly recommends that all employees be fully vaccinated for Covid-19 and keep up to date with Covid-19 boosters.

BMS will consider for employment qualified applicants with arrest and conviction records, pursuant to applicable laws in your area.

Any data processed in connection with role applications will be treated in accordance with applicable data privacy policies and regulations.

The NVIDIA Operations organization is seeking an experienced software engineering professional for the position of System Data, Software Engineer. As a member of our team you will be an integral part of building cloud based data platforms! You will support initiatives for the Data Platform, Reporting, and Analytics. Your work will turn data into information leading to insights and business results.

Leading, planning, and implementing with team members and IT, data and cloud designs, given data sources, data locations, and use cases. We work on data tools used in testing of semiconductor chips, boards, systems, and servers. We develop in house suite of tools that work from the ground up! Processing logs into data platforms, analytics, and custom visualizations for large scale data analysis.

What you’ll be doing:

• Design and implement framework modules to extract data from various source systems, validate the integrity, apply business transformation, and store data in a Data Lake (AWS, Azure, others)

• Enable a self-service and Machine Learning platform for individual business units

• Take ownership of data platform and transformation tools used in AI&ML

• Build, scale, and optimize self-serve ETL frameworks, streaming pipelines to handle data storage and real-time analytics

What we need to see:

• Bachelor’s or Master’s degree in Computer Science or Information System, or equivalent experience with programming knowledge (i.e. Python, Database architectures, etc.)

• 5+ years of relevant experience

• Experience in architecting, designing, developing, and maintaining data warehouses/data lakes for complex data ecosystems

• Working knowledge of Amazon Web Services, Kubernetes, Docker, Terraform

• Strong Python experience, with focus in data extraction and transformations

Ways to stand out from the crowd:

• Do you have a strong understanding of operational processes in semi-chips, boards, systems, and servers?

• In-depth experience in crafting ETL pipelines using Spark, SQL, AWS/Cloud

• Experience with SAP systems integration, Datamart, Business objects as well as experience with visualization tools like Tableau, PowerBI, Jupyter Notebooks

With competitive salaries and a generous benefits package, we are considered to be the technology industry’s best employers. If you are a creative engineering leader with a real passion for technology, we want to hear from you. Come build the future with us!

The base salary range is 132,000 USD – 258,750 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.

You will also be eligible for equity and benefits. NVIDIA accepts applications on an ongoing basis.

NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.