R Programmer

2 weeks ago


Bengaluru, India Webtiga (India) private limited Full time

R Programmer for Academic Project work with Masters or PhD in Statistics with Advanced R Programming Experience

**Project is on Monte Carlo simulation**
Must have strong background in Monte Carlo simulation, matrix
algebra, probability theory, and programming skills.

Would be required to develop 3-4 R projects under tight deadlines.
Tenure:

- 3-4 month assignment.

Must be familiar with

a)Monte Carlo Methods including Simulation, estimation, sampling,
optimization, learning, and visualization.
b)Sequential Monte Carlo including Importance sampling and weighted
samples, Advanced importance sampling techniques, Framework for
sequential Monte Carlo,

(selection, pruning, resampling,...), particle filtering in object
tracking, Monte Carlo Tree Search
c)Markov Chains - The transition matrix, topology,Positive
recurrence and invariant measures, Ergodicity theorem

d) Metropolis methods and its variants, Metropolis algorithm and the
Hastings’s generalization, Reversible jumps and trans-dimensional
MCMC
e) Gibbs sampler and its variants, Hit-and-run, Multi-grid,
generalized Gibbs, Metropolized Gibbs

f) Clustering sampling - Ising/Potts models, Swendsen-Wang and
clustering sampling
g) Langevin Dynamics - Hamiltonian Monte Carlo, Langevin dynamics
used in machine learning, Convergence analysis
h) Equi-energy and mult-domain sampler,Wang-Landau
algorithm,Attraction-Diffusion Algorithm,Mapping the energy
landscape

**Job Type**: Contractual / Temporary
Contract length: 4 months

**Salary**: From ₹33,000.00 per month

**Benefits**:

- Work from home

Schedule:

- Day shift
- Monday to Friday



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