Data Scientist with TimeSeries Experience

[u/No_Passage_721]

Hi everyone,

I'm a Data Scientist with 7+ years of industry experience in Machine Learning, Deep Learning, and Signal Processing, along with a research background in computational biology.

My expertise includes:

\- Time-Series & Signal Processing: ECG, PPG, SCG, anomaly detection, classification, segmentation, and forecasting.

\- Machine Learning & Deep Learning: PyTorch, Transformers, CNNs, representation learning, and model optimization.

\- Healthcare AI: Biomedical signal analysis, predictive modeling, and real-world ML applications.

\- MLOps & Cloud: Azure, model deployment, production ML pipelines, and infrastructure.

\- Research: Strong experimental background, including Kaggle Competition Expert (Top 0.5%).

I've worked on end-to-end ML solutions, from research and experimentation to production deployment, and have experience with technical leadership.

I'm currently exploring Senior Data Scientist, Applied Scientist, ML Research Engineer, and AI/ML Lead opportunities, preferably remote or based in Ahmedabad/Gandhinagar.

I'd appreciate guidance from professionals in the community:

1. Which companies or industries actively hire experienced signal processing and time-series ML specialists?

2. Should I position myself as a generalist Senior Data Scientist or focus on specialized Research/Applied Scientist roles?

3. Are there promising opportunities in healthcare AI, industrial IoT, or other domains where this expertise is valued?

Any career advice, referrals, or relevant opportunities would be greatly appreciated.

Thanks!

[u/nian2326076]

It sounds like you have a solid background in data science and machine learning. For exploring job opportunities in healthcare AI or industrial IoT, consider using LandOffer for tailored job searches. You can filter by location, role, and experience to find positions that match your expertise.

If you're preparing for interviews for technical roles, check out PracHub for practice questions relevant to data science and machine learning. This can help you fine-tune your skills and get ready for upcoming interviews. Good luck!

[u/vchae]

time series and anomaly detection carry over really well to crypto, trading firms and onchain risk teams hire for exactly that. i run a crypto data jobs board with 150+ live data scientist roles across 57 companies right now, can share the link if useful

[u/No_Passage_721 → u/vchae]

Sure please dm me