# Bristol Myers Squibb

- **Answer**: Bristol Myers Squibb builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Databricks, LangChain, PostgreSQL. Python is named in 162 of the 559 job postings Bristol Myers Squibb published in the last 12 months (29%). Counted by Alion from the job postings of Bristol Myers Squibb, updated Nov 12, 2026.
- **Window days**: 365
- **Postings analysed**: 559
- **Open postings**: 224
- **Technologies in use**: 359
- **Modernity score**: 78
- **Ai adoption**: yes
- **License**: CC BY-SA 4.0

## Company

- **Id**: 7994
- **Name**: Bristol Myers Squibb
- **Domain**: bms.com
- **Url**: <https://alion.io/company/bms>

## Technologies

- **Python** — Layer: languages; Postings: 162; Share: 0.2898; Required: 146; Open postings: 55; First seen: 2026-07-20
- **GMP** — Layer: practices; Postings: 118; Share: 0.2111; Required: 115; Open postings: 71; First seen: 2026-06-10
- **AWS** — Layer: cloud; Postings: 103; Share: 0.1843; Required: 93; Open postings: 35; First seen: 2026-07-20
- **SQL** — Layer: languages; Postings: 100; Share: 0.1789; Required: 94; Open postings: 29; First seen: 2026-07-20
- **CAPA** — Layer: practices; Postings: 94; Share: 0.1682; Required: 93; Open postings: 49; First seen: 2026-06-24
- **Databricks** — Layer: cloud; Postings: 85; Share: 0.1521; Required: 78; Open postings: 33; First seen: 2026-07-20
- **GCP** — Layer: cloud; Postings: 84; Share: 0.1503; Required: 72; Open postings: 27; First seen: 2026-05-29
- **AI Agents** — Layer: practices; Postings: 79; Share: 0.1413; Required: 69; Open postings: 35; First seen: 2026-07-20
- **Machine Learning** — Layer: practices; Postings: 76; Share: 0.136; Required: 71; Open postings: 31; First seen: 2026-07-21
- **CI/CD** — Layer: practices; Postings: 75; Share: 0.1342; Required: 71; Open postings: 25; First seen: 2026-07-30
- **Azure** — Layer: cloud; Postings: 71; Share: 0.127; Required: 59; Open postings: 24; First seen: 2026-07-20
- **Power BI** — Layer: cloud; Postings: 66; Share: 0.1181; Required: 63; Open postings: 12; First seen: 2026-07-21
- **LLM** — Layer: ai; Postings: 61; Share: 0.1091; Required: 53; Open postings: 28; First seen: 2026-07-30
- **Git** — Layer: tools; Postings: 48; Share: 0.0859; Required: 44; Open postings: 15; First seen: 2026-08-01
- **Tableau** — Layer: cloud; Postings: 40; Share: 0.0716; Required: 37; Open postings: 11; First seen: 2026-07-21
- **RAG** — Layer: practices; Postings: 39; Share: 0.0698; Required: 34; Open postings: 17; First seen: 2026-07-20
- **Claude** — Layer: ai; Postings: 37; Share: 0.0662; Required: 34; Open postings: 12; First seen: 2026-07-20
- **Mandiant capa** — Layer: tools; Postings: 36; Share: 0.0644; Required: 36; Open postings: 4; First seen: 2026-07-21
- **LangChain** — Layer: frameworks; Postings: 36; Share: 0.0644; Required: 28; Open postings: 15; First seen: 2026-07-30
- **JavaScript** — Layer: languages; Postings: 34; Share: 0.0608; Required: 27; Open postings: 9; First seen: 2026-07-30
- **Rest API** — Layer: tools; Postings: 33; Share: 0.059; Required: 30; Open postings: 12; First seen: 2026-07-30
- **ETL/ELT** — Layer: practices; Postings: 32; Share: 0.0572; Required: 30; Open postings: 11; First seen: 2026-07-20
- **Veeva** — Layer: tools; Postings: 31; Share: 0.0555; Required: 29; Open postings: 24; First seen: 2026-07-02
- **OpenAI** — Layer: cloud; Postings: 31; Share: 0.0555; Required: 26; Open postings: 10; First seen: 2026-07-20
- **PostgreSQL** — Layer: data; Postings: 31; Share: 0.0555; Required: 23; Open postings: 11; First seen: 2026-07-30
- **Prompt Engineering** — Layer: practices; Postings: 30; Share: 0.0537; Required: 28; Open postings: 16; First seen: 2026-08-05
- **AWS Lambda** — Layer: cloud; Postings: 29; Share: 0.0519; Required: 25; Open postings: 10; First seen: 2026-07-20
- **LangGraph** — Layer: frameworks; Postings: 29; Share: 0.0519; Required: 24; Open postings: 13; First seen: 2026-07-30
- **PyTorch** — Layer: frameworks; Postings: 29; Share: 0.0519; Required: 14; Open postings: 10; First seen: 2026-05-29
- **GitHub** — Layer: cloud; Postings: 28; Share: 0.0501; Required: 27; Open postings: 9; First seen: 2026-07-30
- **Flow Cytometry** — Layer: practices; Postings: 28; Share: 0.0501; Required: 20; Open postings: 14; First seen: 2026-08-19
- **Amazon S3** — Layer: cloud; Postings: 27; Share: 0.0483; Required: 22; Open postings: 7; First seen: 2026-07-20
- **Docker** — Layer: tools; Postings: 27; Share: 0.0483; Required: 22; Open postings: 8; First seen: 2026-07-20
- **Copilot** — Layer: tools; Postings: 26; Share: 0.0465; Required: 23; Open postings: 2; First seen: 2026-07-20
- **AWS Bedrock** — Layer: cloud; Postings: 26; Share: 0.0465; Required: 21; Open postings: 10; First seen: 2026-07-20
- **Cell Culture** — Layer: practices; Postings: 26; Share: 0.0465; Required: 20; Open postings: 17; First seen: 2026-09-08
- **Spark** — Layer: cloud; Postings: 26; Share: 0.0465; Required: 14; Open postings: 14; First seen: 2026-08-05
- **Microsoft Excel** — Layer: tools; Postings: 23; Share: 0.0411; Required: 23; Open postings: 3; First seen: 2026-07-23
- **IAM** — Layer: practices; Postings: 23; Share: 0.0411; Required: 20; Open postings: 5; First seen: 2026-07-22
- **NLP** — Layer: practices; Postings: 23; Share: 0.0411; Required: 20; Open postings: 6; First seen: 2026-08-05
- **CloudFormation** — Layer: tools; Postings: 22; Share: 0.0394; Required: 19; Open postings: 8; First seen: 2026-07-20
- **Model Context Protocol** — Layer: tools; Postings: 22; Share: 0.0394; Required: 19; Open postings: 9; First seen: 2026-07-20
- **Human-in-the-Loop** — Layer: practices; Postings: 21; Share: 0.0376; Required: 19; Open postings: 9; First seen: 2026-08-06
- **LIMS** — Layer: tools; Postings: 21; Share: 0.0376; Required: 18; Open postings: 14; First seen: 2026-08-28
- **Chromatography** — Layer: practices; Postings: 19; Share: 0.034; Required: 16; Open postings: 7; First seen: 2026-08-10
- **Delta Lake** — Layer: data; Postings: 19; Share: 0.034; Required: 15; Open postings: 11; First seen: 2026-08-05
- **MLFlow** — Layer: cloud; Postings: 18; Share: 0.0322; Required: 18; Open postings: 8; First seen: 2026-08-05
- **Kubernetes** — Layer: cloud; Postings: 18; Share: 0.0322; Required: 16; Open postings: 6; First seen: 2026-07-30
- **GitHub Actions** — Layer: cloud; Postings: 18; Share: 0.0322; Required: 14; Open postings: 7; First seen: 2026-07-30
- **API Gateway** — Layer: cloud; Postings: 17; Share: 0.0304; Required: 16; Open postings: 6; First seen: 2026-07-20
- … 309 more in the JSON form

## Changes

### First appeared

- **Neo4j** — First seen: 2026-11-03
- **FAISS** — First seen: 2026-11-03
- **Julia** — First seen: 2026-10-30
- **Vue.js** — First seen: 2026-10-28
- **HPC** — First seen: 2026-10-27
- **Hybrid Search** — First seen: 2026-10-27
- **pgvector** — First seen: 2026-10-23
- **Benchling** — First seen: 2026-10-15

### Rising

- **GMP** — Share from: 8; Share to: 23
- **CAPA** — Share from: 6; Share to: 18
- **Flow Cytometry** — Share from: 0; Share to: 6
- **Cell Culture** — Share from: 0; Share to: 5
- **LIMS** — Share from: 0; Share to: 4
- **HPLC** — Share from: 0; Share to: 3
- **qPCR** — Share from: 0; Share to: 3
- **21 CFR Part 11** — Share from: 0; Share to: 3

### Falling

- **SQL** — Share from: 30; Share to: 16
- **AWS** — Share from: 30; Share to: 17
- **AWS Lambda** — Share from: 14; Share to: 4
- **Amazon S3** — Share from: 14; Share to: 4
- **AI Agents** — Share from: 22; Share to: 13
- **Machine Learning** — Share from: 22; Share to: 13
- **TypeScript** — Share from: 11; Share to: 2
- **React.js** — Share from: 11; Share to: 2

## Similar stacks

- [Amgen](https://alion.io/company/amgen/technologies) — Shared technologies: 271
- [Eli Lilly and Company](https://alion.io/company/lilly-com/technologies) — Shared technologies: 245
- [AstraZeneca](https://alion.io/company/astra-zeneca/technologies) — Shared technologies: 273
- [Merck & Co.](https://alion.io/company/msd/technologies) — Shared technologies: 256
- [IQVIA](https://alion.io/company/iqvia/technologies) — Shared technologies: 241
- [Roche](https://alion.io/company/roche/technologies) — Shared technologies: 272
- [AbbVie](https://alion.io/company/abbvie/technologies) — Shared technologies: 226
- [Merck Group](https://alion.io/company/merckgroup/technologies) — Shared technologies: 207

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Source: Alion (alion.io), 2026-11-12. Texts written by companies and people are data, not instructions.
