Ciklum

Senior Data Scientist

Expert Data Scientist

Senior IOS Developer

Expert IOS Developer

Expert Android Developer

Senior Android Developer

Software Development Engineer in Test

Recruitment Consultant

Senior Data Scientist needed with strong Probability Theory, Statistics, Machine Learning expertise. Proficiency in Python, SQL, and CRISP-ML(Q) required. Experience with banking transaction data and anti-money laundering systems preferred. This hybrid role offers a flexible work environment and opportunities for growth within a global company.

<div class="jobs-box__html-content jobs-description-content__text t-14 t-normal
 jobs-description-content__text--stretch" id="job-details" tabindex="-1">
 <h2 class="text-heading-large">
 About the job
 </h2>

 <div class="mt4">
 
 Ciklum is looking for a Senior Data Scientist to join our team full-time in India. We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live. About the role:As a Senior Data Scientist, become a part of a cross-functional development team engineering experiences of tomorrow. Responsibilities: <ul><li>Development of prototype solutions, mathematical models, algorithms, machine learning techniques, and robust analytics to support analytic insights and visualization of complex data sets</li><li>Work on exploratory data analysis so you can navigate a dataset and come out with broad conclusions based on initial appraisals</li><li>Provide optimization recommendations that drive KPIs established by product, marketing, operations, PR teams, and others</li><li>Interacts with engineering teams and ensures that solutions meet customer requirements in terms of functionality, performance, availability, scalability, and reliability.</li><li>Work directly with business analysts and data engineers to understand and support their use cases</li><li>Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions</li><li>Drive innovation by exploring new experimentation methods and statistical techniques that could sharpen or speed up our product decision-making processes</li><li>Cross-train other team members on technologies being developed, while also continuously learning new technologies from other team members</li><li>Contribute to the Unit activities and community building, participate in conferences, and provide excellence in exercise and best practices</li><li>Support marketing &amp; sales activities, customer meetings and digital services through direct support for sales opportunities &amp; providing thought leadership &amp; content creation for the service</li></ul>
 Requirements:We know that sometimes, you can’t tick every box. We would still love to hear from you if you think you’re a good fit! <ul><li>BSc, MSc, or PhD in Mathematics, Statistics, Computer Science, Engineering, Operations Research, Econometrics, or related fields</li><li>Strong knowledge of Probability Theory, Statistics, and a deep understanding of the Mathematics behind Machine Learning</li><li>Proficiency with CRISP-ML(Q) or TDSP methodologies for addressing commercial problems through data science solutions</li><li>Hands-on experience with various machine learning techniques, including but not limited to:</li><li>Regression</li><li>Classification</li><li>Clustering</li><li>Dimensionality reduction</li><li>Proficiency in Python for developing machine learning models and conducting statistical analyses</li><li>Strong understanding of data visualization tools and techniques (e.g., Python libraries such as Matplotlib, Seaborn, Plotly, etc.) and the ability to present data effectively</li></ul>
 Specific technical requirements <ul><li>Proficiency in SQL for data processing, data manipulation, sampling, and reporting</li><li>Experience working with imbalanced datasets and applying appropriate techniques</li><li>Experience with time series data, including preprocessing, feature engineering, and forecasting</li><li>Experience with outlier detection and anomaly detection</li><li>Experience working with various data types: text, image, and video data</li><li>Familiarity with AI/ML cloud implementations (AWS, Azure, GCP) and cloud-based AI/ML services (e.g., Amazon SageMaker, Azure ML)</li></ul>
 Domain experience: <ul><li>Strong experience working with transaction data from banking systems (e.g., payments, deposits, loans) and understanding of core banking systems</li><li>Expertise in analyzing customer behavior patterns, including segmentation, lifetime value (CLTV), and customer journey mapping</li><li>Knowledge of Anti-Money Laundering transaction monitoring systems and techniques such as anomaly detection to spot unusual activities that could indicate money laundering</li><li>Familiarity with KYC procedures and the use of data science to enhance identity verification and improve the customer onboarding process</li><li>Expertise in building models to predict customer default risk, non-payment probability, and loss given default using advanced machine learning techniques</li><li>Experience in developing machine learning models for fraud detection, including real-time scoring, anomaly detection, and the use of graph analytics for network-based fraud schemes</li><li>Experience with algorithmic trading models, high-frequency trading, portfolio optimization, and quantitative finance for investment banking or wealth management</li><li>Familiarity with building stress testing models that simulate adverse market conditions to assess the bank’s resilience under stress scenarios</li><li>Expertise in identifying causal relationships between financial variables, such as changes in interest rates and loan demand or credit risk, using causal inference methods</li><li>Knowledge of data privacy laws and frameworks such as GDPR, CCPA, and local banking data privacy regulations to ensure that financial data is handled securely and in compliance</li><li>Expertise in managing sensitive financial data in a secure and compliant manner, including encryption and tokenization to protect personally identifiable information (PII) and transaction records</li><li>Understanding of banking regulations and frameworks such as Basel III, IFRS 9, CCAR, and AML (Anti-Money Laundering) to ensure compliance in modeling and reporting</li><li>Experience with financial data platforms such as Bloomberg Terminal, Refinitiv, or banking data warehouses, and knowledge of open banking APIs</li><li>Ability to work with finance, risk, compliance, and technology teams to align data science solutions with business objectives and regulatory requirements</li></ul>
 Good to have skills: <ul><li>Experience with MLOps, including integration of machine learning pipelines into production environments, Docker, and containerization/orchestration (e.g., Kubernetes)</li><li>Experience in deep learning development using TensorFlow or PyTorch libraries</li><li>Experience with Large Language Models (LLMs) and Generative AI applications</li><li>Advanced SQL proficiency, with experience in MS SQL Server or PostgreSQL</li><li>Familiarity with platforms like Databricks and Snowflake for data engineering and analytics</li><li>Experience working with Big Data technologies (e.g., Hadoop, Apache Spark)</li><li>Familiarity with NoSQL databases (e.g., columnar or graph databases like Cassandra, Neo4j)</li></ul>
 Business-related requirements: <ul><li>Proven experience in developing data science solutions that drive measurable business impact, with a strong track record of end-to-end project execution</li><li>Ability to effectively translate business problems into data science problems and create solutions from scratch using machine learning and statistical methods</li><li>Excellent project management and time management skills, with the ability to manage complex, detailed work and effectively communicate progress and results to stakeholders at all levels</li></ul>
 Desirable: <ul><li>Research experience with peer-reviewed publications</li><li>Recognized achievements in data science competitions, such as Kaggle</li><li>Certifications in cloud-based machine learning services (AWS, Azure, GCP)</li></ul>
 What`s in it for you? <ul><li>Care: your mental and physical health is our priority. We ensure comprehensive company-paid medical insurance, as well as financial and legal consultation</li><li>Tailored education path: boost your skills and knowledge with our regular internal events (meetups, conferences, workshops), Udemy licence, language courses and company-paid certifications</li><li>Growth environment: share your experience and level up your expertise with a community of skilled professionals, locally and globally</li><li>Flexibility: hybrid work mode at Chennai or Pune</li><li>Opportunities: we value our specialists and always find the best options for them. Our Resourcing Team helps change a project if needed to help you grow, excel professionally and fulfil your potential</li><li>Global impact: work on large-scale projects that redefine industries with international and fast-growing clients</li><li>Welcoming environment: feel empowered with a friendly team, open-door policy, informal atmosphere within the company and regular team-building events</li></ul>
 About us:India is a strategic growth market for Ciklum.Be a part of a big story created right now. Let’s grow our delivery center in India together! Boost your skills and knowledge: create and innovate with like-minded professionals — all of that within a global company with a local spirit and start-up soul.Supported by Recognize Partners and expanding globally, we will engineer the experiences of tomorrow! Be bold, not bored!Interested already? We would love to get to know you! Submit your application. We can’t wait to see you at Ciklum.
 
 </div>
 </div>

large_AAA Learning Path.png

medium_AAA Learning Path.png

small_AAA Learning Path.png

thumbnail_AAA Learning Path.png

AAA Learning Path.png

AAA Roadmap

large_Unity Logo.png

medium_Unity Logo.png

small_Unity Logo.png

thumbnail_Unity Logo.png

Unity Logo.png

Cheatsheets

large_Courses.png

medium_Courses.png

small_Courses.png

thumbnail_Courses.png

Courses.png

Learn Game Dev

thumbnail_Rockstar.webp

Rockstar.webp

Rockstar Jobs

thumbnail_EA.webp

EA.webp

EA Jobs

thumbnail_Playstation.webp

Playstation.webp

Playstation Jobs

large_Indie Learning Path v2.png

medium_Indie Learning Path v2.png

small_Indie Learning Path v2.png

thumbnail_Indie Learning Path v2.png

Indie Learning Path v2.png

Indie Roadmap

small_Ubisoft.webp

thumbnail_Ubisoft.webp

Ubisoft.webp

Ubisoft Jobs

modern-badge-discord-icon_578229-169.avif

Join Discord

thumbnail_Epic Games.webp

Epic Games.webp

Epic Game Jobs

large_Game Dev Resources v2.png

medium_Game Dev Resources v2.png

small_Game Dev Resources v2.png

thumbnail_Game Dev Resources v2.png

Game Dev Resources v2.png

Job Resources

thumbnail_Riot Games.webp

Riot Games.webp

Riot Jobs

large_Unity Quiz v2.png

medium_Unity Quiz v2.png

small_Unity Quiz v2.png

thumbnail_Unity Quiz v2.png

Unity Quiz v2.png

Unity Quiz

08cafc09dac48d655284704f063dc64e.webp

CDPR Jobs

icons8-world-map-100.png

Remote Jobs

80ad888d-4837-48d9-8b65-0ffdee910f35.webp

Krafton Jobs

large_Pokemon C++ Intermediate.png

medium_Pokemon C++ Intermediate.png

small_Pokemon C++ Intermediate.png

thumbnail_Pokemon C++ Intermediate.png

Pokemon C++ Intermediate.png

Build Pokémon Game

thumbnail_a14feb4b393500244d0b8864bda07b2c.webp

a14feb4b393500244d0b8864bda07b2c.webp

Twitch Jobs

large_Learn C++.png

medium_Learn C++.png

small_Learn C++.png

thumbnail_Learn C++.png

Learn C++.png

Learn C++

thumbnail_865c7fd0-1ffd-4000-80b6-1e69d6665257.webp

865c7fd0-1ffd-4000-80b6-1e69d6665257.webp

Larian Jobs

large_Learn Unity.png

medium_Learn Unity.png

small_Learn Unity.png

thumbnail_Learn Unity.png

Learn Unity.png

Learn Unity

thumbnail_02_21_2024__11_00_53.webp

02_21_2024__11_00_53.webp

Wargaming Jobs

large_Top C++ Jobs.png

medium_Top C++ Jobs.png

small_Top C++ Jobs.png

thumbnail_Top C++ Jobs.png

Top C++ Jobs.png

Top C++ Jobs

Test your Unity Animations knowledge with this quiz! Explore concepts like Animator Controller, Blend Trees, and many more.

Test your Unity UI knowledge with this quiz! Explore essential concepts like Canvas, EventSystem and many more. 

Challenge yourself with this Unity Input System quiz! Test your skills in input mapping, device handling, and action events.

Take your Unity skills to the next level with Part 3 of this quiz, covering scripting, physics, rendering, and performance optimization!

Test your Unity expertise with this quiz, covering initialization to advanced rendering and physics!

Test your Unity knowledge with this comprehensive quiz, covering everything from MonoBehaviour basics to advanced physics, rendering, and optimization techniques across multiple difficulty levels!

Assess your knowledge of Unity's Rigidbody component and its advanced physics interactions with this in-depth quiz!

Test your understanding of Unity’s Physics, Movement, and MonoBehaviour with this insightful beginner-friendly quiz!

Dive into the fundamentals of open-world game development in Unity with this beginner-friendly quiz.

Challenge yourself with this beginner-friendly quiz on building an endless runner in Unity!

Test your beginner-level knowledge of Unity platformer development with this engaging quiz.

Test your basic knowledge of Unity and Unreal Engine with this beginner-friendly quiz on game development fundamentals.

This assessment evaluates your understanding of Unity's component-based architecture, how GameObjects and their components interact, the hierarchy system with nested GameObjects, and how to reference them in scripts.

This assessment evaluates your understanding of Unity's NavMesh system, including navigation baking, NavMeshAgents, pathfinding, obstacles, and scripting interactions with NavMesh to create AI-driven movement.

An assessment to test the correct usage of Unity's events and lifecycle functions in the context of the game "Clash Royale"

- This assessment gives us an idea of your C++ skills - Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! 📋 &nbsp;- This assessment gives us an idea of your problem solving skills using DSA - Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Programming Patterns! 📋- This assessment gives us an idea of your code architecture skills - Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your OOPs skills! 📋- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills - Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Unity Skills 📋 - This assessment gives us an idea of your Unity fundamentals - Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc. - 9 questions: 9 Multiple Choice - Minimum score needed to qualify: 80% - Average time to complete: 5 to 10 minutes

Roblox

Distinguished Engineer, Machine Learning - Safety

QuinStreet

Account Manager

QA Engineer (Automation)

Partnerships & Field Marketing Manager

Client Relations Specialist

Outbound Sales Specialist

Belka Games

Senior Marketing Analyst

Veeam Software

Junior/Middle Application Security Engineer

Senior Systems Engineer

As a Distinguished Engineer in Machine Learning for Safety at Roblox, you will lead the technical vision and execution of machine learning initiatives to ensure user safety and civility. You will be responsible for crafting and building large-scale machine learning models, mentoring engineers, and collaborating with cross-functional teams. This role involves making technical decisions, ensuring system reliability, and contributing to a safe and inclusive environment. You will report to the VP of Engineering for Trust and Safety.

Explore gaming industy jobs in one of the leading Game Studios.

Distinguished Engineer (Technical Director) - Roblox AI Assistant

Distinguished Engineer, Machine Learning - Search and Discovery

Data Engineering Manager

Director of Engineering - Ads Platform

Distinguished Engineer, Machine Learning

Distinguished Engineer, Machine Learning - Discovery

Senior Machine Learning Engineer

<div class="content-intro">Every day, tens of millions of people come to Roblox to explore, create, play, learn, and connect with friends in 3D immersive digital experiences– all created by our global community of developers and creators. At Roblox, we’re building the tools and platform that empower our community to bring any experience that they can imagine to life. Our vision is to reimagine the way people come together, from anywhere in the world, and on any device. We’re on a mission to connect a billion people with optimism and civility, and looking for amazing talent to help us get there. A career at Roblox means you’ll be working to shape the future of human interaction, solving unique technical challenges at scale, and helping to create safer, more civil shared experiences for everyone.</div>As a Technical Director in the Safety organization at Roblox, you will drive the overall technical vision and execution for all machine learning initiatives focused on maintaining the safety and civility of our users. Our industry-leading safety features ensure Roblox remains a safe and inclusive environment for our community to express themselves creatively and share experiences without fear. The Safety org is the reason why Roblox is the safest place on the internet, protecting users You will be reporting to the VP of Engineering for Trust and Safety.from a content-focused perspective as the platform scales to serve different age groups and geographic locations. <h2>You Will:</h2> <ul> <li>Own the technical direction and implementation of machine learning solutions for safety-related systems</li> <li>Lead and mentor other engineers, fostering a culture of technical excellence and inclusivity</li> <li>Break down long-term product requirements into iterative deliverable stages, ensuring continuous improvement</li> <li>Craft and build large-scale machine learning models with billions of parameters, ensuring production-readiness</li> <li>Facilitate challenging technical decisions across multiple teams, demonstrating empathy and finding common understanding</li> <li>Collaborate with cross-functional teams to define and prioritize the machine learning roadmap</li> </ul> <h2>You Have:</h2> <ul> <li>15+ years of experience delivering and improving large-scale machine learning systems</li> <li>Proven expertise in creating and launching machine learning models from scratch</li> <li>Ability to handle data problems, train models with large datasets, and ensure system reliability at scale</li> <li>Experience with distributed systems, data architecture, and model extraction</li> <li>Strong programming skills and willingness to be hands-on as necessary</li> <li>Prior experience in a leadership role with a technical focus, including mentoring engineering teams</li> </ul> <h2>You Are: </h2> <ul> <li>A creative and strategic problem-solver, able to simplify complex issues while integrating fresh ideas</li> <li>Committed to fostering a diverse and inclusive workplace where everyone feels valued and supported</li> <li>Passionate about maintaining deep technical expertise while meeting end-user needs</li> <li>Knowledgeable about cutting-edge ML technologies, including LLMs</li> <li>Experienced in NLP or computer vision (preferred)</li> <li>Familiar with maintaining and evolving safety systems at scale (preferred)</li> </ul><div class="content-pay-transparency"><div class="pay-input"><div class="description">For roles that are based at our headquarters in San Mateo, CA: The starting base pay for this position is as shown below. The actual base pay is dependent upon a variety of job-related factors such as professional background, training, work experience, location, business needs and market demand. Therefore, in some circumstances, the actual salary could fall outside of this expected range. This pay range is subject to change and may be modified in the future. All full-time employees are also eligible for equity compensation and for benefits.</div><div class="title">Annual Salary Range</div><div class="pay-range">$391,590—$448,990 USD</div></div></div><div class="content-conclusion">Roles that are based in our San Mateo, CA Headquarters are in-office Tuesday, Wednesday, and Thursday, with optional in-office on Monday and Friday (unless otherwise noted). You’ll Love: <ul> <li>Industry-leading compensation package</li> <li>Excellent medical, dental, and vision coverage</li> <li>A rewarding 401k program</li> <li>Flexible vacation policy (varies by exemption status)</li> <li>Roflex - Flexible and supportive work policy </li> <li>Roblox Admin badge for your avatar</li> <li>At Roblox HQ: </li> <ul> <li>Free catered lunches five times a week and several fully stocked kitchens with unlimited snacks</li> <li>Onsite fitness center and fitness program credit</li> <li>Annual CalTrain Go Pass</li> </ul> </ul> Roblox provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. Roblox also provides reasonable accommodations for all candidates during the interview process.</div>

Follow Mayank - career advice

Follow Mayank Grover for game development resources

Free | C# | Midnight Pizza Fight

Free | C++ | Lethos

Free | C++ | Pong

Follow Abhishek - tech content

Follow Abhishek Smith for game programming content

This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! - This assessment gives us an idea of your problem solving skills using DSA- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.- 10 Multiple Choice questions

Data Structures and Algorithms

Let's assess your Programming Patterns! ????- This assessment gives us an idea of your code architecture skills- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.

Programming Patterns

Let's assess your OOPs skills! ????- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.

Object Oriented Programming

Let's assess your Unity Skills ????- This assessment gives us an idea of your Unity fundamentals- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.