Major disappointment - Recensione dipendente - Data Scientist presso Mumsnet

1,0
1 feb 2022
Consiglia
Gradimento del CEO
Pronostico commerciale

Vantaggi

Flexible workplace who claim to accommodate parents.

Svantaggi

This has been my most negative work experience so far, which luckily only lasted 5 weeks. I saw absolutely no opportunity for professional growth, as the Data Science team was reluctant to use Python and sklearn, and instead only used packages available in R. This then has an impact on the problem definition too: the questions that cannot be solved with R will not be asked. If you are looking to acquire the skills of building an automated data pipeline, apply cutting edge machine learning techniques with Python, sklearn and Tensor Flow, learn unit testing and hyperparameter tuning, then this is definitely not the right place in my opinion.

avatar
Risposta di Mumsnet
4y
I'm sorry you did not enjoy your experience working at Mumsnet. Whilst we have historically built a number of our products in R, we are not exclusively an R team and have members of the team who work in both R and Python. And we are always looking for novel solutions using all languages and technologies Most recently we have been using pandas, numpy, gensim, pylDAvis, spacy and ntlk for NLP work. One of our key requirements for team members is to collaborate and pair which requires constantly learning new technologies and frameworks and being comfortable with R and Python - something we are clear on during the interview process. We specialise in NLP techniques and have a learning culture with monthly study sessions and we encourage all members of the team to innovate and experiment with advanced machine learning techniques including word embeddings and other AI NLP approaches. We're proud of the proprietary data science products and pipelines that we have built thus far and we're excited about what the team might achieve in the future. That said, as we say in our Culture deck (https://www.slideshare.net/Mumsnet/mumsnet-our-culture-107447221), we're not the right fit for everyone. Best of luck with what you go on to work on next.

Esplora altre recensioni su Mumsnet

3,0
16 mag 2022
Dipendente anonimo
Consiglia
Gradimento del CEO
Pronostico commerciale

Vantaggi

Mumsnet is a nice place to work with some great people Friendly environment Interesting business to work for

Svantaggi

Underpaid for the work you do Career progressions isn't clear

1,0
17 giu 2025
Consiglia
Gradimento del CEO
Pronostico commerciale

Vantaggi

The owner loves to boast that parents will “never miss a sports day”

Svantaggi

In reality the company is filled with miserable employees (mostly women) who are burdened with the golden handcuffs of having the flexibility of working around childcare but hating your job.

3
Vedi recensioni per: Utile|Valutazione|Data|Tutto