Empleos de Machine Learning Engineer

EPAM Anywhere busca Machine Learning Engineer

Remuneración competitiva

Respaldamos todos los pagos y operamos de conformidad con las normas laborales específicas de cada país.

Numerosos beneficios

Aprovecha más de 1500 beneficios, en línea y específicos de la ubicación, situados en más de 30 países, que incluyen programas de salud y deportes para ti y tu familia.

Oportunidades ilimitadas de crecimiento profesional

Recibe acceso a un ecosistema de gran escala que consiste en servicios de desarrollo educativo y profesional creados para tu crecimiento. Un asesor personal de habilidades te apoyará en cada paso de este viaje.

senior big data developer for retail company

Big Data

Apache Spark, Scala, Machine Learning Model Development

40 hrs/week

12+ months

Armenia, Kazakhstan,

and others

Armenia, Georgia, Kazakhstan, Uzbekistan

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Currently, we are looking for a remote Senior Big Data Developer to join our team.

responsibilities

Understanding requirements, clarifying with BA and data analysts when necessary
Automating data ingestion processes
Enhancing data sets by creating automated match rules
Automating data pre-processing, cleansing and verifying the integrity
Developing ETL transformations for data from various data sources (IQUVIA, SCOUT, SAP, unstructured files)
Besides the development of predictive models your responsibility is in the entire lifecycle of product development from research investigation to production deployment, monitoring, and evaluation

requirements

3+ years of experience in Data Analytics
Experienced in Scala and Spark
Experience with any cloud is required (preferable GCP)
Experience in Kafka, Airflow, Looker, understanding of ML. Understanding of Hadoop, Hive
Experience in statistical models, logistic regression, and real-time predictions
Less application for deep learning, and NLP solutions
Proficient English (written and spoken) B2

nice to have

Machine Learning Model Development

senior r developer

R Language

40 hrs/week

12+ months

India

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We are looking for a remote Senior R Developer with 3+ years of relevant work experience to join our AI/ML team.

As a Senior R Developer, you will work closely with our team of data scientists and machine learning engineers to develop and maintain R-based applications.

responsibilities

Develop and maintain R-based applications using the Shiny framework
Collaborate with data scientists and machine learning engineers to integrate R code into our AI/ML workflows
Write efficient and scalable R code that can handle large datasets
Participate in code reviews and provide feedback to other team members

requirements

3+ years of relevant work experience in R development
Strong proficiency in R and the Shiny framework
Familiarity with data science and machine learning concepts
B2+ English level

nice to have

Experience with version control systems such as Git
Familiarity with cloud computing platforms such as AWS or Azure

middle r developer

R Language

40 hrs/week

12+ months

India

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We are looking for a remote Middle R Developer with 2+ years of relevant work experience to join our AI/ML team.

As a Middle R Developer, you will work closely with our team of data scientists and machine learning engineers to develop and maintain R-based applications.

responsibilities

Develop and maintain R-based applications using the Shiny framework
Collaborate with data scientists and machine learning engineers to integrate R code into our AI/ML workflows
Write efficient and scalable R code that can handle large datasets
Participate in code reviews and provide feedback to other team members

requirements

2+ years of relevant work experience in R development
Strong proficiency in R and the Shiny framework
Familiarity with data science and machine learning concepts
B2+ English level

nice to have

Experience with version control systems such as Git
Familiarity with cloud computing platforms such as AWS or Azure

senior data scientist for a vaccine company

Data Science

Big Data, Python.Core

40 hrs/week

12+ months

Armenia, Kazakhstan,

and others

Armenia, Georgia, Kazakhstan, Uzbekistan

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A remote Senior Data Scientist is needed. This job is about turning (big) data into actionable knowledge, which requires a blend of scientific, problem solving, analytical, technical, and communication skills.

The customer is a global influenza vaccine company developing innovative solutions to ensure epidemic and pandemic preparedness throughout the world.

responsibilities

Identifying the business problems
Finding the right data and methods to address them
Building and validating analytical models
Presenting the findings in a clear and informative way

requirements

3+ years of experience in data mining, statistics or machine learning
RDBMS/SQL knowledge
Programming experience (Python preferred)
Data analysis tools and libraries such as Python (NumPy / SciPy / scikit-learn / pandas / matplotlib), R, SAS, SPSS, MATLAB, etc.
Big Data stack; Spark / MLlib
Proficiency with at least one of the Cloud providers
Experience with Data Science solutions productionalization
Bachelor’s/Master’s Degree in Computer Science, Math, Applied Statistics or a related field
Aptitude for problem solving
Decent communication / presentation skills (including working English fluency)

senior big data software developer for a multinational television company

Big Data

40 hrs/week

12+ months

Poland, Uzbekistan

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We are currently looking for a Remote Senior Software Developer with practical experience in support and development for scalable cloud-native Data Platforms with batch and streaming processing using Kafka and Spark to join our team.

The customer provides Direct-to-Consumer services encompassing global entertainment and news TV properties, TV stations group and radio businesses.

responsibilities

Implementing data ingest, processing and serving technologies in near real-time basis
Working with data scientists to operationalize machine learning models and build apps to make use of the power of machine learning

requirements

4-6+ years of experience with Java, Scala or Python
Practical data engineering experience (data ingestion, storage and processing) in batch and streaming solutions using Kafka and Spark
Understand reactive programming and dependency injection such as Spring to develop REST services
Good understanding and practical experience with AWS
At least Intermediate level of both spoken and written English (B1 and higher)

senior data scientist for an energy company

Data Science

SQL, Cloud.Azure, Python.Core

40 hrs/week

12+ months

Kazakhstan

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We are currently looking for a Senior Data Scientist with 4+ years of experience in Data Science projects to join our team.

The customer operates as an oil and gas company. The Company provides exploration, extraction, and processing of gas, oil, and other products. It serves clients worldwide.

responsibilities

Develop and Maintain Machine learning and Data Science Models to address the business challenges
Create scalable data science products from the ground up
Take ownership of the quality of the product
Build the product road map and develop ideas to solve business problems
Suggest the data requirements, explore data, and seek the support of data engineers on the data needs and work with multiple teams, systems, and products

requirements

4+ years of experience in Data Science projects
2+ years of relevant experience in end to end data science product development
Completed minimum 1-2 data science projects end to end
Hands-on experience in creating data science solutions for business problems
Deployed ML/AI 2 to 3 products in the cloud platform like AZURE/AWS/GCS
Knowledge of advanced machine learning models and methodologies such as classification, regression and clustering algorithms, decision trees, PCA
Proficient in data science libraries and functions
Proven experience in Time series data science modeling
Knowledge of SQL
Familiar with Python
Proficient English (written and spoken) B2

nice to have

Additional diploma or professional degree in data science and analytics

senior reactjs developer for manufacturing company

JavaScript

Mapbox, Redux, TypeScript

40 hrs/week

12+ months

Armenia

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Currently, we are looking for a remote Senior ReactJS Developer to join our team.

The client is building the world’s most advanced, self-driving vehicles to safely connect people to the places, things, and experiences they care about.

responsibilities

Design and implement web-based systems to annotate multidimensional, multimodal time series data and produce ML ground truth by leveraging both human and machine intelligence
Build automation features for the labeling workflows to improve labeling efficiency and quality
Build a platform that is intuitive to use and new features that are easy to learn
Work closely with machine learning engineers to enable R&D efforts and improve existing systems
Drive best practices in our React & Redux based applications

requirements

3+ years of relevant experience
Strong experience in building, shipping, debugging, and operating full stack web services in a production environment
3+ years of professional experience developing in JavaScript or Typescript
3+ years of professional experience working with front end frameworks such as: React, Redux, Mapbox (or equivalent) etc
Have owned and shipped products used by end consumers
Expert knowledge in designing, building and deploying large-scale distributed systems
Experience communicating well across functions and groups, including product, design, and end users
Strong skills in debugging distributed production systems and tracing behavior across multiple microservices
Passionate about building web services and reusable software components: how they're used, how they scale, how they fit together and how they break

nice to have

Experience building interactive tools that are core to people's daily work
Knowledge of computer vision, machine learning, or automated cartographic error detection in maps
Knowledge or experience working with PostGIS
Deep experience working with the internals of Node.js
Experience designing performant geo-spatial APIs
Experience with Linear Algebra & Single Variable Calculus
Experience debugging node internals and performance issues in production deployments
Experience in event driven programming and managing distributed state

remote senior 3rd line / software maintenance engineer for a software company

Amazon Web Services

Cloud.AWS, DevOps

40 hrs/week

12+ months

Armenia, Kazakhstan,

and others

Armenia, Georgia, Kazakhstan, Uzbekistan

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Currently, we are looking for a remote Senior 3rd Line / Software Maintenance Engineer to join our team.

The customer is a leading vendor of Intelligent Automation solutions combining AI, RPA & machine learning capabilities for business process automation.

requirements

3+ years' expertise in one or more specialized areas of IT such as Microsoft administration, Linux administration, AWS
Strong troubleshooting skills of very complex systems
Troubleshooting of Java applications, performance analysis, monitoring, be able to suggest improvements
Understanding of networking concepts such as DNS, DHCP, Email, HTTP, SSL, OSI Model, and TCP/IP protocols and applications
Experience of web servers (Nginx) at least 1 year, application servers (Tomcat)
Databases: MS SQL / Optional: MySQL, PostgreSQL, MongoDB
Willingness to work flexible shifts and scheduling including evenings
Proven ability to work successfully with limited supervision
Excellent verbal and written communication skills, B2+ level of English

nice to have

Experience in configuration automation using Ansible or similar tools
Knowledge of ITIL, ITSM Tools
Knowledge of Confluence/Jira

senior data analyst for a global information security company

Data Science

Big Data

40 hrs/week

12+ months

Armenia, Georgia, Uzbekistan

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We are currently looking for a Senior Data Analyst for a global information security company to join our team. The customer is a global cloud-based information security company that provides Internet security, web security,

We are currently looking for a Senior Data Analyst for a global information security company to join our team. ABOUT THE CUSTOMER The customer is a global cloud-based information security company that provides Internet security, web security, next generation firewalls, sandboxing, SSL inspection, antivirus, vulnerability management and granular control of user activity in cloud computing, mobile and Internet of things environments. It provides automated threat forensics and dynamic malware protection against advanced cyber threats, such as advanced persistent threats and spear phishing. Moreover, it provides a cloud-based approach to security as a service. The main pool of tasks is associated with development of network anomaly detection feature for customer's product (corporate network security solution). an opportunity to work remotely in multidisciplinary teams on global projects that define the future – of technology, collaboration and learning.

responsibilities

Build and deploy models to monitor hundreds of metric time series across millions of users
Develop models to predict the expected value of a set of time series metrics based on both time and location
Design and build machine learning models to generate smart and actionable alerts by filtering and aggregating
Investigate anomalies in metrics and summarize the findings to fellow engineers and company leadership
Collaborate with engineering teams working on data and analytics infrastructure

requirements

MS degree in statistics, operations research, machine-learning
4+ years of experience doing statistical modeling
Familiarity with implementing statistical models in production-grade code
Working knowledge of modeling platforms like TensorFlow, SAS, R, MATLAB
Experience dealing with large datasets
Curiosity and interest in time-series anomaly detection
Proficient English (written and spoken) B2

nice to have

4+ years of experience working with cross-functional teams
Experience with distributed computing like Spark
Experience developing ETL pipelines

senior big data engineer for a global entertainment company

Big Data

Java, Cloud.AWS

40 hrs/week

12+ months

Armenia, Kazakhstan,

and others

Armenia, Georgia, Kazakhstan, Uzbekistan

Learn more

We're looking for a remote Senior Data Engineer with practical experience in support and development for scalable cloud-native Data Platforms with batch and streaming processing using Kafka and Spark to join our team.

We're looking for a remote Senior Data Engineer with practical experience in support and development for a scalable cloud-native Data Platforms with batch and streaming processing using Kafka and Spark to join our team. The customer provides Direct-to-Consumer services encompassing global entertainment and news TV properties, TV stations group, and radio businesses.

responsibilities

Work on a true Big Data project
Dive deep into AWS Big Data world - pave the way & position yourself as an expert in the exploding domain
Participate in the design – take part in an exploration effort, try a multitude of the AWS Big Data services, propose & defend architectural choices
Communicate with the customer - work directly with the Customer team, led with the experienced yet open-minded management

requirements

4+ years of experience with Java, Scala or Python
Data and API ninja – You are also very handy with big data framework such as Hadoop & Apache Spark, NoSQL systems such as Cassandra or DynamoDB
Understand reactive programming and dependency injection such as Spring to develop REST services
Have a technology toolbox – Hands on experience with newer technologies relevant to the data space such as Spark, Kafka, Apache Druid (or any other OLAP databases)
Good understanding and practical experience with AWS
Embrace ML – Work with data scientists to operationalize machine learning models and build apps to make use of power of machine learning
At least Intermediate level of both spoken and written English (B1 and higher)