AI/ML Solutions Architect - PostgreSQL

Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Data engineering · Datavetenskap

I korthet

This role is responsible for architecting and designing advanced artificial intelligence and machine learning solutions, leveraging a broad suite of data engineering and modeling technologies. The position drives strategic technical decisions, guides teams in implementing scalable AI/ML systems, and ensures alignment with organizational standards and client requirements.

Ansvarsområden

Architect end-to-end AI/ML solutions using Python, TensorFlow, PyTorch, and scikit-learn, ensuring robust model development and deployment frameworks.
Design scalable data pipelines and real-time processing systems utilizing Apache Spark, Kafka, and PostgreSQL to support machine learning workflows.
Guide the team in implementing advanced ML models, including deep learning, NLP, and time series forecasting, using tools such as XGBoost, LightGBM, and Spark MLlib.
Oversee integration of data engineering platforms like Apache Airflow, DataBricks, and RabbitMQ to optimize data ingestion, transformation, and orchestration for AI/ML projects.
Ensure technical excellence by advocating best practices in model validation, performance optimization, and reproducibility across Python, R, and SQL-based environments.
Collaborate with stakeholders to gather requirements, translate business needs into technical specifications, and deliver tailored AI/ML solutions that meet quality and compliance standards.
Mentor and coach team members in advanced AI/ML concepts, fostering continuous learning and adoption of emerging technologies within the skill cluster.
Architect and implement RESTful API integrations to enable seamless communication between AI/ML components and external systems, ensuring scalable, secure, and efficient data exchange across diverse enterprise environments.

Krav

Expert Proficiency In Ai/Ml Model Development, Including Classical Machine Learning, Deep Learning, Nlp, And Time Series Forecasting.
Excellent Knowledge Of Python, R, Sql, And Bash For Data Analysis, Modeling, And Automation.
Expertlevel Experience With Tensorflow, Pytorch, Scikitlearn, Pandas, Numpy, Xgboost, Lightgbm, And Spark Mllib For Building And Deploying Models.
Advanced Proficiency In Designing And Managing Data Pipelines Using Apache Spark, Kafka, Airflow, Databricks, And Rabbitmq.
Excellent Understanding Of Relational Databases Such As Postgresql And Mysql For Data Storage And Retrieval.
Strong Ability To Translate Business Requirements Into Technical Solutions And Deliver Highcomplexity Ai/Ml Architectures.

Önskade kvalifikationer

Optional But Valuable: Google Professional Machine Learning Engineer
Optional: Aws Certified Machine Learning - Specialty
Optional: Databricks Certified Machine Learning Professional

Förmåner

Consolidated revenues as of 12 months ending September 2026 totaled $14.8 billion.

Färdigheter

PythonTensorFlowPyTorchscikit-learnApache SparkKafkaPostgreSQLXGBoostLightGBMSpark MLlibApache AirflowDataBricksRabbitMQRSQLBashPandasNumPyMySQL

#AI#ML#Solutions Architect#PostgreSQL#Python#TensorFlow#PyTorch#scikit-learn#Apache Spark#Kafka#XGBoost#LightGBM#Spark MLlib#Apache Airflow#DataBricks#RabbitMQ#R#SQL#Bash#Pandas#NumPy#MySQL#Deep Learning#NLP#Time Series Forecasting#Data Pipelines#RESTful API#AWS#Google Cloud#Databricks Certified

Om HCLTech

Supercharging progress through technology and innovation

HCLTech is a global technology company, home to 219,000+ people across 54 countries, delivering industry-leading capabilities centered around digital, engineering and cloud, powered by a broad portfolio of technology services and products. We work with clients across all major verticals, providing industry solutions for Financial Services, Manufacturing, Life Sciences and Healthcare, Technology and Services, Telecom and Media, Retail and CPG, and Public Services. Consolidated revenues as of 12 months ending September 2022 totaled $12.1 billion. To learn how we can supercharge progress for…

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