Sr Data Scientist AIML Engineer
Sr Data Scientist AIML Engineer
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1 Vacancy
Job Description
- End to end development and implementation of machine learning models to analyse and predict vehicle performance battery health and customer behaviour etc.
- Collaborate with crossfunctional teams including Vehicle Dynamics and Performance (VDP) engineering and product management to identify datadriven solutions.
- Design and conduct experiments to test hypotheses validate model performance and deploy it.
- Analyse large and complex datasets to uncover actionable insights and trends.
- Develop and deploy LLMs for applications such as natural language processing customer sentiment analysis and automated reporting.
- Utilise advanced statistical methods machine learning algorithms and data mining techniques to analyse large datasets related to EV performance customer behaviour and market trends.
- Build and maintain digital twin models to simulate and optimise the performance of EV components and systems enhancing product development and operational efficiency.
- Utilise MLflow for managing the machine learning lifecycle including experiment tracking model versioning and deployment.
- Design develop and optimise generative AI models using techniques such as GANs and other deep learning approaches.
- Bachelors or Masters degree in Data Science Computer Science Statistics or a related field.
- 57 years of experience in data science or machine learning with a proven track record of delivering impactful projects.
- Strong domain expertise in the electric vehicle industry.
- Proficiency in programming languages such as Python and experience with machine learning libraries and frameworks (e.g. TensorFlow Keras PyTorch scikitlearn).
- Experience with data manipulation tools (e.g. SQL pandas). Solid understanding of statistical analysis and modelling techniques.
- Excellent problemsolving skills and the ability to work independently and collaboratively in a fastpaced environment.
- Strong communication skills with the ability to convey complex technical concepts to non technical stakeholders.
- Experience with data technologies (e.g. Apache Spark databricks).
- Knowledge of cloud platforms and services (e.g. GCP vertex AI BigQuery ML ).
- Familiarity with vehicle telematics.
- Proficient in Deep Learning technologies
- Ability to create Vertex AI Open AI or any other AIbased solutions.
bigquery ml,apache spark,statistics,generative ai,python,scikit-learn,gcp,deep learning,pandas,databricks,vertex ai,machine learning,data science,algorithms,vehicle telematics,sql,keras,pytorch,tensorflow
Employment Type
Full Time
Company Industry
Key Skills
- Apache Hive
- S3
- Hadoop
- Redshift
- Spark
- AWS
- Apache Pig
- NoSQL
- Big Data
- Data Warehouse
- Kafka
- Scala
